IN_Sr Associate_ Vision AI Engineer (Industrial Digital & AI)_AppTech_Advisory_PAN INDIA (Early joiners)

<table class="MsoTableGrid" border="1" cellspacing="0" cellpadding="0" style="border-width:medium;border-style:none;"> <tbody><tr> <td width="623" colspan="2" valign="top" style="width:467.5pt;border:solid 1pt;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="margin-bottom:0in;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;background-size:initial;">Job Description & Summary: </span></b></p><p><b></b></p><b></b> <p class="MsoNormal" style="margin-bottom:0in;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;background-size:initial;"> </span></b></p> <p class="MsoNormal" style="margin-bottom:0in;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;background-size:initial;">We are looking for a Vision AI Engineer to deliver production-grade computer-vision solutions for industrial environments. In addition to model development, the role covers the image-acquisition system, including cameras, optics, lighting, positioning, triggering and calibration, so that models receive consistent and usable visual data.</span></b></p><p><b></b></p><b></b> <p class="MsoNormal" style="margin-bottom:0in;"><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;"> </span></p> <p class="MsoNormal" style="margin-bottom:0in;"><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">A career within Enterprise Architecture services, will provide you with the opportunity to bring our clients a competitive advantage through defining their technology objectives, assessing solution options, and devising architectural solutions that help them achieve both strategic goals and meet operational requirements. We help build software and design data platforms, manage large volumes of client data, develop compliance procedures for data management, and continually researching new technologies to drive innovation and sustainable change.<b><span style="color:#000000;background-size:initial;"></span></b></span></p><p><b></b></p><b></b> <p class="MsoNormal" style="margin-bottom:0in;"><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;"> </span></p> </td> </tr> <tr> <td width="240" valign="top" style="width:179.75pt;border:solid 1pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="margin-bottom:0in;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;background-size:initial;">Job Position Title:</span></b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;"></span></p><p></p> </td> <td width="384" valign="top" style="width:287.75pt;border-top:none;border-left:none;border-bottom:solid 1pt;border-right:solid 1pt;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="margin-bottom:0in;"><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;background-size:initial;">IN_Sr Associate_</span><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;">Vision AI Engineer</span></b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;"> (<b>Industrial Digital & AI</b>)_<span style="color:#000000;background-size:initial;">AppTech_Advisory_Mumbai (Early joiners)</span></span></p><p></p> </td> </tr> <tr style="border-left:1px solid #000000;height:16.6pt;"> <td width="240" valign="top" style="width:179.75pt;border:solid 1pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;height:16.6pt;"> <h2><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;border:none 1pt;padding:0in;">Responsibilities:</span></b></h2><p><b></b></p><b></b> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;"> </span></h2> </td> <td width="384" valign="top" style="width:287.75pt;border-top:none;border-left:none;border-bottom:solid 1pt;border-right:solid 1pt;padding:0in 5.4pt 0in 5.4pt;height:16.6pt;"> <h2><b><u><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">Key Responsibilities</span></u></b></h2><p><b><u></u></b></p><b><u></u></b> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Assess inspection, detection, safety or traceability requirements and translate them into measurable computer-vision acceptance criteria.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Design image-acquisition setups covering camera type, lens, field of view, resolution, frame rate, lighting, mounting, triggering and calibration.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Plan and execute data collection; define annotation guidelines and manage image/video dataset quality, coverage, versioning and governance.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Develop and evaluate classification, object-detection, segmentation, tracking, OCR or anomaly-detection models as required.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Optimize models for accuracy, latency, throughput and resource consumption on edge or cloud targets.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Build preprocessing, inference and post-processing pipelines and integrate results with Digital Twin, MES, quality and workflow systems.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Define testing across products, shifts, lighting conditions, camera drift, occlusions and realistic failure modes.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Implement model and system monitoring, dataset feedback loops, retraining triggers and controlled release practices.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Support site installation, commissioning, root-cause analysis and performance stabilization.</span></h2><p></p> <h2><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">• Document hardware settings, calibration, model versions, test evidence and operating procedures.</span></h2><p></p> <p class="MsoNormal" style="margin-bottom:0in;"></p><p> </p> <p class="MsoNormal" style="margin-bottom:0in;"><b><u>Expected Delivery Outcomes</u></b></p><p><b><u></u></b></p><b><u></u></b> <p class="MsoNormal" style="margin-bottom:0in;">• Repeatable image acquisition and a governed, representative dataset.</p><p></p> <p class="MsoNormal" style="margin-bottom:0in;">• Validated vision model meeting agreed accuracy, latency and throughput criteria.</p><p></p> <p class="MsoNormal" style="margin-bottom:0in;">• Deployable edge/cloud pipeline with monitoring, calibration and support documentation.</p><p></p> <p class="MsoNormal" style="margin-bottom:0in;"><b><u>Working Style and Stakeholder Engagement</u></b></p><p><b><u></u></b></p><b><u></u></b> <p class="MsoNormal" style="margin-bottom:0in;">• Work as part of a cross-functional delivery POD with manufacturing, engineering, data, cloud, enterprise application and change teams.</p><p></p> <p class="MsoNormal" style="margin-bottom:0in;">• Communicate complex technical topics in clear business language and maintain disciplined documentation, risk tracking and knowledge transfer.</p><p></p> <p class="MsoNormal" style="margin-bottom:0in;">• Support client workshops, design reviews, testing, deployment and adoption activities; travel to manufacturing locations when required.</p><p></p> </td> </tr> <tr> <td width="240" valign="top" style="width:179.75pt;border:solid 1pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;">Mandatory skill sets:</span></b></p><p><b></b></p><b></b> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;"> </span></b></p> </td> <td width="384" valign="top" style="width:287.75pt;border-top:none;border-left:none;border-bottom:solid 1pt;border-right:solid 1pt;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">4-8 years of experience in computer vision, machine learning or image-processing solutions, preferably in production environments.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Strong Python and practical experience with OpenCV and deep-learning frameworks such as PyTorch or TensorFlow.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Hands-on experience with detection, segmentation, classification, tracking, OCR and image-quality assessment.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Understanding of industrial cameras, lenses, lighting, calibration, triggering, networking and edge-compute constraints.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Experience curating and annotating datasets, selecting metrics and evaluating false-accept/false-reject trade-offs.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Experience deploying optimized inference pipelines using containers, APIs and edge accelerators.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Ability to troubleshoot the complete vision chain from image formation to model output and system action.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Bachelor’s or master’s degree in computer science, electronics, instrumentation, robotics or a related discipline.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;"> </span></p> </td> </tr> <tr> <td width="240" valign="top" style="width:179.75pt;border:solid 1pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;">Preferred skill sets:</span></b></p><p><b></b></p><b></b> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;"> </span></b></p> </td> <td width="384" valign="top" style="width:287.75pt;border-top:none;border-left:none;border-bottom:solid 1pt;border-right:solid 1pt;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Experience with visual quality inspection, defect detection, PPE/safety monitoring, identification, counting or dimensional checks.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Exposure to NVIDIA Jetson, TensorRT, ONNX, industrial vision SDKs or equivalent edge technologies.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Knowledge of MLOps, active learning, synthetic data and Digital Twin integration.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;">Experience operating vision systems under variable plant conditions and production-line cycle-time constraints.</span></p><p></p> <p class="MsoNoSpacing"><span style="font-size:12pt;font-family:Calibri, sans-serif;"> </span></p> </td> </tr> <tr> <td width="240" valign="top" style="width:179.75pt;border:solid 1pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;">Years of experience required:</span></b></p><p><b></b></p><b></b> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;"> </span></b></p> </td> <td width="384" valign="top" style="width:287.75pt;border-top:none;border-left:none;border-bottom:solid 1pt;border-right:solid 1pt;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="margin-bottom:0in;"><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">4-8 years</span></p><p></p> </td> </tr> <tr> <td width="240" valign="top" style="width:179.75pt;border:solid 1pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;">Education qualification:</span></b></p><p><b></b></p><b></b> <p class="MsoNormal" style="vertical-align:baseline;"><b><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;color:#000000;"> </span></b></p> </td> <td width="384" valign="top" style="width:287.75pt;border-top:none;border-left:none;border-bottom:solid 1pt;border-right:solid 1pt;padding:0in 5.4pt 0in 5.4pt;"> <p class="MsoNormal" style="margin-bottom:0in;"><span style="font-size:12pt;line-height:107%;font-family:Calibri, sans-serif;">B.E./ B.Tech / MCA/ M.E/ M.TECH/ MBA/ 2 yrs PGDM.. All qualifications should be in regular full-time mode with no extension of course duration due to backlogs</span></p><p></p> </td> </tr> </tbody></table><p class="MsoNormal"><span style="font-size:9pt;line-height:107%;"> </span></p><p class="MsoNormal"></p><p> </p><p class="MsoNormal"></p><p> </p><p class="MsoNormal"></p><p> </p><p class="MsoNormal"></p><p> </p><p> </p><p class="MsoNormal"></p><p> </p>