DE&A - AIML - Auto ML

<figure class="table"><table border="0" cellspacing="0" cellpadding="0"><tbody><tr style="height: 16.5pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 16.5pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;"><strong>Must-have </strong></span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 16.5pt; padding: 0in; width: 293.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;"><strong>Nice-to-have / differentiators</strong></span></p></td></tr><tr style="height: 41.3pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 41.3pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Principal-level hands-on data engineering on AWS — 7+ years</span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 41.3pt; padding: 0in; width: 293.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Prior simulation / CAE / HPC data lake experience (Ansys, Siemens NX, BETA CAE, OpenFOAM, etc.)</span></p></td></tr><tr style="height: 41.3pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 41.3pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Deep production experience with S3, S3 Tables, Glue, Athena, and OpenSearch</span></p><p class="p1" style="margin: 0in;"><span style="color: black;">(including k-NN / vector search)</span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 41.3pt; padding: 0in; width: 293.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Familiarity with surrogate model training data pipelines</span></p></td></tr><tr style="height: 41.3pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 41.3pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Built and shipped vector embedding workloads</span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 41.3pt; padding: 0in; width: 293.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Experience with SageMaker Unified Studio or comparable governed data-mesh tooling</span></p><p class="p1" style="margin: 0in;"><span style="color: black;">(in case of required integration)</span></p></td></tr><tr style="height: 41.3pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 41.3pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Strong metadata modelling and data taxonomy design experience for scientific</span></p><p class="p1" style="margin: 0in;"><span style="color: black;">or engineering domains</span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 41.3pt; padding: 0in; width: 293.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Multi-cloud data engineering (AWS GCP) experience</span></p></td></tr><tr style="height: 41.3pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 41.3pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Comfort working with Parquet, JSON-LD, and large binary scientific data formats</span></p><p class="p1" style="margin: 0in;"><span style="color: black;">(mesh, time-series, spectra)</span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 41.3pt; padding: 0in; width: 293.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Published or contributed to AWS data architecture patterns or blueprints</span></p></td></tr><tr style="height: 27.55pt;"><td width="331" valign="top" style="border: 1pt solid rgb(153, 153, 153); height: 27.55pt; padding: 0in; width: 248.15pt;"><p class="p1" style="margin: 0in;"><span style="color: black;">Python proficiency; PySpark / Glue job tuning experience</span></p></td><td width="391" valign="top" data-editing-info="{" valignoverride":true,"borderoverride":true}"="" style="border: 1pt solid rgb(153, 153, 153); box-sizing: border-box; height: 27.55pt; padding: 0in; width: 293.15pt;"> </td></tr></tbody></table></figure> <br>At Zensar, we’re <i>“experience-led everything”</i>. We are committed to conceptualizing, designing, engineering, marketing, and managing digital solutions and experiences for over 130 leading enterprises. We are a company driven by a bold purpose: <i>Together, we shape experiences for better futures</i>. Whether for our clients, our people, or the world around us, this belief powers everything we do. At the heart of our culture is <i>ONE with Client</i> - a set of four core values that reflect who we are and how we work: <i>One Zensar, Nurturing, Empowering, and Client Focus</i>.<br><br> Part of the $4.8 billion RPG Group, we’re a community of 10,000+ innovators across 30+ global locations, including Milpitas, Seattle, Princeton, Cape Town, London, Zurich, Singapore, and Mexico City. Explore <a href="https://www.zensar.com/careers/" target="_blank">Life at Zensar</a> and join us to <a href="https://www.youtube.com/embed/i2NZsiQqVnU?autoplay=1&fs=1" target="_blank">Grow. Own. Achieve. 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