_:n573115ef450544d5873f71ae942dca45xb0
<http://schema.org/responsibilities>
"<p> <strong>To fulfill this role successfully, you should demonstrate the following minimum qualifications:</strong> </p> <ul> <li>Four (4) years of academic/educational experience in Data Science, Computer Science, Machine Learning, Statistics, or other technical fields</li> <li>Four (4) years of experience in software development and data structures/algorithms</li> <li>Five (5) years in Python with production-quality code</li> <li>Four (4) years of professional/industry experience in implementing, testing, and deploying, and maintaining data science and advanced analytics production models</li> <li>Three (3) years with cloud infrastructure and MLOps tools such as AWS, Azure, or Google Cloud.</li> <li>Solid experience in JIRA and Bitbucket, Python packaging and shared libraries, code documentation, design patterns, and SDLC lifecycle for Agile & Waterfall methodologies</li> </ul> <p> <strong>It would be useful in this position for you to demonstrate the following capabilities and distinctions:</strong> </p> <ul> <li>Master’s degree or Ph.D. in Computer Science, Data Science, Statistics, Industrial Engineering, a related technical field.</li> <li>Five (5) years with modeling techniques such as statistical analysis, regression models, optimization, machine learning models, NLP, etc.</li> <li>Three (3) years working in a complex, matrixed organization involving multi-functional, and/or cross-business projects.</li> <li>Experience building and developing large-scale data-science architecture and/or infrastructure.</li> <li>Experience with other programming languages, for example, java and/or C++</li> <li>Three (3) years building and maintaining machine learning and optimization models in production.</li> </ul> <p />"
<https://careercenter.informs.org/jobs/17478060/lead-data-science-developer>