Senior Associate - Data Science

<h1 align="center" style="text-align:center"><span style="font-size: 11px; font-family: Calibri;"><b>Data Scientist</b></span></h1><p class="MsoNormal"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size: 11px; font-family: Calibri; color: black;">mPokket is a rapidly growing and well-funded fintech startup in the lending domain. We offer micro loans to college students and young professionals via our mobile app. With more than 11 million loans disbursed, we are among the largest and most rapidly growing digital lenders in the country. mPokket has been profitable since 2018 and is adequately funded. In our last Series A round in Feb 2020 we were backed by a US based private equity firm. As we look to scale the business another 10x-20x over the next few years, we are looking for ambitious and talented individuals who want to be part of this amazing journey</span><b><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">.</span></b></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">We are looking for a Data Scientist to help us gain useful insight out of raw data.</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Data Scientist responsibilities include working with the data science team, planning projects and building analytics models. You should have a strong problem-solving ability and a knack for statistical analysis. If you’re also able to align our data products with our business goals, we’d like to meet you. Your ultimate goal will be to help improve our products and business decisions by making the most out of our data.</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><b><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">Key Responsibilities</span></b></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif;mso-fareast-font-family: 'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans';color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin: 14pt 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Responsible for overseeing the data scientists team and data specialists</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Teach, lead, and counsel colleagues on new techniques or solutions</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">&nbsp;</span><span style="font-size: 11px; font-family: Calibri; color: black;">Collaborate with data and software engineers to enable deployment of sciences and technologies that will scale across the company’s ecosystem</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Responsible for the conception, planning, and prioritizing of data projects</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Responsible for building analytic systems and predictive models as well as experimenting with new models and techniques</span></p><p class="MsoNormal" style="margin: 0cm 0cm 14pt 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Ensure that data projects align with organizational goals</span></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">&nbsp;</span></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif;mso-fareast-font-family: 'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans';color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><b><u><span style="font-size: 11px; font-family: Calibri; color: black;">Minimum Qualification</span></u></b></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif;mso-fareast-font-family: 'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans';color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin: 14pt 0cm 0cm 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Master's degree in Computer Science, Operations Research, Econometrics, Statistics or related technical field</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp; &nbsp; &nbsp; &nbsp;3</span></span><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">+ years of e</span><span style="font-size: 11px; font-family: Calibri; color: black;">xperience solving analytical problems using quantitative approaches</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Experience communicating quantitative analysis results</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Knowledge with relational databases and SQL</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Development experience in any scripting language (PHP, Python, Perl, etc.)</span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: black;">Knowledge of statistics (e.g., hypothesis testing, regressions)</span></p><p class="MsoNormal" style="margin: 0cm 0cm 14pt 36pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">&nbsp;</span><span style="font-size: 11px; font-family: Calibri; color: black;">Experience manipulating data sets through statistical software (ex. R, SAS) or other methods</span></p><p class="MsoNormal" style="margin-bottom: 0cm; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif;mso-fareast-font-family: 'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans';color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><b><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">Technical Skills -</span></b></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><b><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">Must have –</span></b></p><p class="MsoNormal" style="margin: 14pt 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Programming – Python (Preferred) / R</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">ML Models – i. Regression – Linear, Logistic, Multinomial, Mixed effect</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Classification – Bagging &amp; Boosting (Random Forest), Decision tree, SVM</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Clustering – K-Means, hierarchical, DB-Scan</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Time series – ARIMA, SARIMA, ARIMAX, Holt-Winters, Multi TS (VAR), UCM</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Neural Networks (Deep learning), Naive Bayes</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Excel and SQL</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Dimensionality Reduction – PCA, SVD etc.</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Optimization Techniques – Linear programming, Gradient Descent, Genetic Algorithm</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 14pt 36pt; text-align: justify; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Noto Sans Symbols';mso-fareast-font-family: 'Noto Sans Symbols';mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Cloud – Understanding of Azure / AWS offerings, Setting up ML pipeline of cloud</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">&nbsp;</span></span></p><p class="MsoNormal" style="margin-bottom: 0cm; text-align: justify; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><b><span style="font-size: 11px; font-family: Calibri; color: rgb(34, 34, 34);">Good to have –</span></b></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 18pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; border: none;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Visualization – Tableau / Power BI / Looker / QlikView</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 18pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Data management – HDFS, Spark, Advanced Excel</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 18pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Agile Tools – Azure DevOps, JIRA</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 18pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Pyspark</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 18pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">Big Data/Hive Database</span></span></p><p class="MsoNormal" style="margin: 0cm 0cm 0cm 18pt; text-indent: -18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;"><span style="font-size:10.0pt; font-family:'Noto Sans Symbols';mso-fareast-font-family:'Noto Sans Symbols'; mso-bidi-font-family:'Noto Sans Symbols';color:#222222"><span style="font-size: 11px; font-family: Calibri;">●</span><span style="font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11px; line-height: normal; font-family: Calibri;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span style="font-size:10.0pt;font-family:'Quattrocento Sans',sans-serif; mso-fareast-font-family:'Quattrocento Sans';mso-bidi-font-family:'Quattrocento Sans'; color:#222222"><span style="font-size: 11px; font-family: Calibri;">IDE: Pycharm</span></span></p><p> </p><p class="MsoNormal">&nbsp;</p>