Data Science - Senior Engineer
- Iris Software
- 5 - 10 years
- Noida, Gurugram
- 13 days ago
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Job Description
Data Science - Senior Engineer- Design, implement, and maintain data science pipelines from data ingestion to model deployment.
- Collaborate with data scientists to operationalize ML models and algorithms in production environments.
- Develop robust APIs and services for ML model inference and integration.
- Build and optimize large-scale data processing systems using Spark, Pandas, or similar tools.
- Ensure data quality and pipeline reliability through rigorous testing, validation, and monitoring.
- Work with cloud infrastructure (AWS) for scalable ML deployment.
- Manage model versioning, feature engineering workflows, and experiment tracking.
- Optimize performance of models and pipelines for latency, cost, and throughput.
- Bachelors or Masters degree in Computer Science, Data Science, Engineering, or a related field.
- 5+ years of experience in a data science, ML engineering, or software engineering role.
- Proficiency in Python (preferred) and SQL; knowledge of Java, Scala, or C++ is a plus.
- Experience with data science libraries like Scikit-learn, XGBoost, TensorFlow, or PyTorch.
- Familiarity with ML deployment tools such as MLflow, SageMaker, or Vertex AI.
- Solid understanding of data structures, algorithms, and software engineering best practices.
- Experience working with databases (SQL, NoSQL) and data lakes (e.g., Delta Lake, BigQuery).
- Experience with containerization and orchestration (Docker, Kubernetes).
- Experience working in Agile or cross-functional teams.
- Familiarity with streaming data platforms (Kafka, Spark Streaming, Flink).
- Strong communication skills to bridge technical and business teams.
- Excellent problem-solving and analytical thinking.
- Self-motivated and capable of working independently or within a team.
- Passion for data and a curiosity-driven mindset.
- Data Science and Machine Learning - Data Science and Machine Learning - Python
- Cloud - AWS - Amazon IAM, AWS Secrets Manager, AWS KMS, AWS Cognito
- Cloud - Cloud - Apache Hudi
- Cloud - AWS - Tensorflow on AWS, AWS Glue, AWS EMR, Amazon Data Pipeline, AWS Redshift
- Beh - Communication and collaboration
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: Iris SoftwareLocation(s): Noida, Gurugram
Keyskills: Data Science Tensorflow Feature Engineering Ai Kafka Machine Learning Flink Devops Docker Agile Aws Python Java Scala Redshift Sql Pytorch Nosql Data Quality Iam Pandas Spark Data Analytics Kubernetes Logistics
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