DSAI Engineer - Bengaluru, India - Chemdelve Private Limited

Description

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