24 days ago
Pune, IndiaStaff+
Responsibilities
- Set the strategic direction for IT Services and implement current methodologies, processes, policies, and procedures.
- Manage the IT Services department, including colleague performance, departmental objectives, efficiency, and effectiveness.
- Manage stakeholder relationships and the quality of external third-party services.
- Manage IT Services risk, controls, SLAs, incident, problem, and change processes.
- Monitor financial performance, costs, profitability, and commercial agreements for the IT Services department.
- Manage IT Services projects, research activities, product launches, and integrated client solutions.
- Monitor and maintain critical technology infrastructure and resolve complex technical issues while minimizing operational disruption.
- Build, train, deploy, evaluate, and optimize machine learning models using data-driven approaches.
- Partner with other functions and business areas, advise decision-making, and strengthen risk controls.
Requirements
- Strong experience with Python programming and hands-on experience building, training, and deploying machine learning models.
- Knowledge of Pandas, NumPy, SciPy, Matplotlib, Seaborn, Scikit-learn, XGBoost, LightGBM, and CatBoost.
- Understanding of supervised learning, unsupervised learning, statistical analysis, feature engineering, model evaluation, and optimization.
- Experience with SQL, data analysis, data visualization, and exploratory data analysis.
- Experience with TensorFlow, Keras, or PyTorch for deep learning.
- Experience with MLflow, Docker, Git, CI/CD, and AWS for MLOps and cloud deployment.
- Strong analytical and problem-solving skills and an understanding of machine learning algorithms and the model lifecycle.
- Ability to work with large datasets and translate business requirements into machine learning solutions.
- Strong learning mindset and interest in AI/ML innovation.
- Bachelor’s or master’s degree in Computer Science or Data Science, with Data Science preferred.
- Ability to lead and supervise a team, guide professional development, allocate work, coordinate resources, and communicate complex or sensitive information.
Tech Stack
Categories
ML EngineeringSite Reliability
About Barclays
Barclays is a UK‑based universal bank that provides retail and commercial banking, credit cards (Barclaycard), wealth management, and investment banking to consumers, businesses, and institutions. Publicly listed in London and New York, it generates revenue from net interest income, fees, and markets activities, and operates across Europe, the Americas, the Middle East, and Asia. Founded in 1690 and headquartered in London, it serves customers through digital channels and a branch network.