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Data Engineer PySpark
Sopra Steria
posted 21d ago
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Flexible timing
Key skills for the job
Job Description
We are seeking a highly skilled and motivated Data Engineer to join our dynamic team. As a Data Engineer, you will collaborate closely with our Data Scientists to develop and deploy machine learning models. Proficiency in below listed skills will be crucial in building and maintaining pipelines for training and inference datasets.
Responsibilities:
Work in tandem with Data Scientists to design, develop, and implement machine learning pipelines.
Utilize PySpark for data processing, transformation, and preparation for model training.
Leverage AWS EMR and S3 for scalable and efficient data storage and processing.
Implement and manage ETL workflows using Stream sets for data ingestion and transformation.
Design and construct pipelines to deliver high-quality training and inference datasets.
Collaborate with cross-functional teams to ensure smooth deployment and real-time/near real-time inferencing capabilities.
Optimize and fine-tune pipelines for performance, scalability, and reliability.
Ensure IAM policies and permissions are appropriately configured for secure data access and management.
Implement Spark architecture and optimize Spark jobs for scalable data processing.
Requirements:
Mandatory
Proficiency in Advanced SQL (Window functions), Spark Architecture, Pyspark or Scala with Spark, Hadoop.
Proven expertise in designing and deploying data pipelines.
Strong problem-solving skills and ability to work effectively in a collaborative team environment.
Excellent communication skills and ability to translate technical concepts to non-technical stakeholder
Desirable
Hands-on experience with Airflow, S3, and Stream sets or similar ETL tools. [ can be trained locally ]
Understanding of real-time or near real-time inferencing architectures.
- Basic Knowledge on Kafka ,AWS IAM, AWS EMR and Snowflake.
Total Experience Expected: 06-08 years
BE
Employment Type: Full Time, Permanent
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What people at Sopra Steria are saying
Data Engineer salary at Sopra Steria
reported by
10
employees
with 1-4
years exp.
₹6
L/yr - ₹7.5
L/yr
31%
less
than the average Data Engineer Salary in India
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What Sopra Steria employees are saying about work life
based on 1.7k employees
Flexible timing
Monday to Friday
No travel
Day Shift
Sopra Steria Benefits
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Crèche & Day Care Executive Health Screening Bonhomie Policy Employee assistance program (EAP)
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