Data Science - Lead
- Iris Software
- 5 - 10 years
- Noida, Gurugram
- 6 days ago
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Job Description
- 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 ML flow, Sage Maker, or Vertex AI
- Solid understanding of data structures, algorithms, and software engineering best practices
- Experience working with databases (SQL, NoSQL) and data lakes (eg
- , Delta Lake, Big Query)
- Preferred Qualifications: 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 - AI/ML
- Data Science and Machine Learning - Data Science and Machine Learning - Python
- Data Science and Machine Learning - Data Science and Machine Learning - Pytorch
- Programming Language - Python - Panda
- Agile - Agile - Extreme Programming
- Database - Database Programming - SQL
- DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - Containerization (Docker, Kubernetes)
- Programming Language - C++ - C++
- Programming Language - Scala - Scala
- 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 algorithms kubernetes scikit-learn scala artificial intelligence sql docker spark streaming tensorflow java spark devops pytorch data structures software engineering ml python aiml machine learning apache flink pandas kafka agile aws
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