Data and ML Engineering thought leadership (What, Why & How) ) - Design & Code - robust data models, feature pipelines, and ETL/ELT frameworks for analytics and ML.
Ensure data quality, observability, lineage, and performance across data platforms.
Build and refine ML models end to end: feature engineering, training, evaluation, and deployment.
Partner with data scientists to convert prototypes into production grade ML solutions.
Implement CI/CD, model versioning, monitoring, and automation across data and ML workflows.
Product Driven Mindset: Collaborate with engineering, product teams to deliver data driven outcomes.
12+ years of experience in ML-Data Engineering development. Strong SQ/NoSQL, Python, PySpark, and ML Models Lifecycle & Frameworks (MlFlow, Spark-ml), Orchestration (Airflow/Oozie/Dagster etc)
Expertise in Big Data modeling, Distributed processing, and Lake & Warehouse architectures at large operational scale.
Hands on with ML lifecycle tools (MLflow, Feature Store, model monitoring, Evaluation).
Strong Analytical & Problem Solving Skills - Data/Process Intensive
Design/Architecture, Strong debugging, optimization.
Basic hold on foundational modelling concepts & algorithms such as - Regression, Classification and Statistical models.
Good Hold on Concepts- Distributed File Formats, Open table Formats, Distributed transaction management, Workload Parallelizing.
Hands on - Unix, Hadoop, Object store fundamental operations & commands
Basic skilled with containerized processing (Docker + K8s)

One of the world’s largest retailers of consumer goods from food to fashion. Serving our customers, communities and planet a little better every day in our stores and online is at the heart of everything we do.
Founded in 1919 by Jack Cohen using the £30 he received on leaving the Royal Flying Corp, we’ve come a long way from his small market stall in East London. Today over 400,000 colleagues work across our stores, office, distribution and customer engagement centres in the UK, Europe and Asia.
Share our passion for the people, products and places that make us great, and we can offer the right support to develop your skills. If you’re looking for the perfect work-life balance, a collaborative culture and flexible ways of working, find your opportunity to get on at www.tesco-careers.com