Senior Researcher, AI Algorithm
Requirements and skills
- Manage and execute entire projects or components of data science projects from start to finish including data gathering and manipulation, synthesis and modelling, problem solving, and communication of insights and recommendations.
- Participate in the design, implementation and interpretation of experiments/trials for continuous refinement of on-going technical proposals.
- Develop, verify, and validate analytics to address customer needs and opportunities.
- Translate predictive insights from complex analytical frameworks to optimization.
- Develop and deploy both traditional statistical models and machine learning techniques and algorithms: Regression, clustering, neural networks, random forest etc.
- Participate as a Lead, Subject Matter Expert in projects that enable the use of data for analytics across Quest. This requires collaborating with business and technical teams to propose solutions and/or leverage new technologies to address data quality, normalization, and standardization issues.
- Master’s degree (or equivalent experience) or PhD in Computer Science, Artificial Intelligence, or mathematics or related field.
- Solid understanding of Machine Learning / Deep Learning techniques, algorithms and tools with exposure to CNN, RNN (LSTM), Transformers, know-how of Deep learning applications.
- Strong development experience in languages like Python, as well as frameworks like Tensorflow, PyTorch, and/or Keras.
- Familiar with R, Scala, Julia or SAS.
- Exhibit a passion for AI and data and have a thirst to continually learn and keep pace with the latest innovations and applications
- Demonstrated skill in critical thinking and problem solving methods
- Demonstrated skill in presentation and influencing skills