Senior Machine Learning Engineer

Job Title : Senior Machine Learning Engineer

Job Location : Bengaluru

Exp : 6-12 years

Position Overview : We are looking for a Machine learning Engineers with strong expertise on ML /AI . Should have good experience working on ML models developments and deploying the ML platforms

Roles & Responsibilities :

• Design, build, and optimize scalable batch and streaming data pipelines using distributed framework like Spark/Databricks/Kafka.
• 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.

Skill sets Required :

• 6+ 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.
• Jands on - Unix, Hadoop, Object store fundamental operations & commands
• Basic skilled with containerized processing (Docker + K8s)