A Senior AI/ML Scientist will play a pivotal role in developing strategic, data-driven recommendation systems that cater to internal stakeholders and external customers. This initiative aims to deliver actionable insights that enhance supply chain execution, support strategic decision-making, and enable innovative service offerings.
Key Responsibilities:
* Design, develop, and implement machine learning models, conduct deep data analysis, and support decision-making with data-driven insights
* Develop predictive models and validate their effectiveness
* Support the design of experiments to validate and compare multiple machine learning approaches
* Research and implement cutting-edge techniques (e.g., transformers, GANs, reinforcement learning) and integrate models into production systems, ensuring scalability and reliability
Fundamental Skills:
* Data Analysis and Data Science concepts
* AI & Machine Learning, Programming and Statistical Analysis Skills
Specialized Skills:
* Data Validation and Testing
* Model Deployment
* Machine Learning Pipelines
* Deep Learning
* Natural Language Processing (NLP)
* Optimization & Scientific Computing
* Decision Modelling and Risk Analysis
Qualifications & Requirements:
* Bachelor's degree in B.E./B.Tech, preferably in Computer Science, Data Science, Mathematics, Statistics, or related fields
* Strong practical understanding of: Machine Learning algorithms (classification, regression, clustering, time-series), Statistical inference and probabilistic modeling, Data wrangling, feature engineering, and preprocessing at scale
* Proficiency in collaborative development tools: IDEs (e.g., VS Code, Jupyter), Git/GitHub, CI/CD workflows, unit and integration testing