DSAI Engineer

Key Roles & Responsibilities
• Creating scalable models and algorithms for integrating into proprietary tools and products
• Analyzing data, understanding features, evaluating alternate models, validating hypothesis through theoretical and empirical approaches
• Creating statistical and predictive models for equipment monitoring, failure detection, life estimation and life extension
• Conceptualizing and developing process control and scheduling algorithms in the domain of industrial analytics
• Solutioning optimization algorithms and their output visualizations by packaging them as industrial business value apps
• Working closely with customers and business units (BUs) to architect and developing customer centric solutions tailored to their requirements
• Practicing agile development of digital solution ‘Proof of Concepts’ to effectively articulate the customer value proposition
• Providing industry specific domain insights for rich proposal responses by articulating customer value proposition
Education and Qualifications
• Minimum 6 to 8 years of experience in Python (preferred), R and Matlab with deep learning frameworks like PyTorch and TensorFlow is preferred
• B.E/B.Tech (Computer Science/ Information Systems/ Data Science/ AI or Engineering).
• Additional Certifications will be an advantage.
Technical skill sets
• Familiarity with technologies like Docker, Kubernetes and MLflow is good to have
• Experience in using standard optimization solvers like SciPy optimize and Matlab® optimization toolbox. Agile development of customer centric prototypes or ‘Proof of Concepts’ for focused digital solutions
• Experience in development of optimization routines for process industries like petrochemicals, manufacturing, utilities etc
• Familiarity with industrial equipment like multistage pumps or compressor, turbines, turbochargers, mechanical seals etc with control systems theory – state space formulations & model predictive control
• Exposure to component or system modeling software platforms like Modelica and Simulink
• Beginner’s experience in software applications like MS Office will be considered an added advantage

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