11 Sep
|
Tata Electronics (TEPL)
|
Ahmedabad
11 Sep
Tata Electronics (TEPL)
Ahmedabad
Job Responsibilities -
- Architect and implement scalable offline data pipelines for manufacturing systems including AMHS, MES, SCADA, PLCs, vision systems, and sensor data.
- Design and optimize ETL/ELT workflows using Python, Spark, SQL, and orchestration tools (e.g., Airflow) to transform raw data into actionable insights.
- Lead database design and performance tuning across SQL and NoSQL systems, optimizing schema design, queries, and indexing strategies for manufacturing data.
- Enforce robust data governance by implementing data quality checks, lineage tracking, access controls, security measures, and retention policies.
- Optimize storage and processing efficiency through strategic use of formats (Parquet, ORC), compression, partitioning, and indexing for high-performance analytics.
- Implement streaming data solutions (using Kafka/RabbitMQ) to handle real-time data flows and ensure synchronization across control systems.
- Building dashboards using analytics tools like Grafana.
- Good Understanding of Hadoop ecosystem.
- Develop standardized data models and APIs to ensure consistency across manufacturing systems and enable data consumption by downstream applications.
- Collaborate cross-functionally with Platform Engineers, Data Scientists, Automation teams, IT Operations, Manufacturing, and Quality departments.
- Mentor junior engineers while establishing best practices, documentation standards, and fostering a data-driven culture throughout the organization.
Essential Attributes -
- Expertise in Python programming for building robust ETL/ELT pipelines and automating data workflows.
- Proficiency with Hadoops ecosystem.
- Hands-on experience with Apache Spark (PySpark) for distributed data processing and large-scale transformations.
- Solid proficiency in SQL for data extraction, transformation, and performance tuning across structured datasets.
- Proficient in using Apache Airflow to orchestrate and monitor complex data workflows reliably.
- Skilled in r
📌 Data Engineer (Ahmedabad)
🏢 Tata Electronics (TEPL)
📍 Ahmedabad