About the role

Candidate needs to design, build, and optimize scalable batch and streaming data pipelines using distributed framework like Spark/Databricks/Kafka.

You will be responsible for

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.

You will need

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.

Valuable 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)

Whats in it for you?

At Tesco, we are committed to providing the best for you.

As a result, our colleagues enjoy a unique, differentiated, market- competitive reward package, based on the current industry practices, for all the work they put into

📌 Software Development Engineer II (Bengaluru)
🏢 Tesco
📍 Bengaluru