06 Aug
|
HCL Technologies
|
India
06 Aug
HCL Technologies
India
Senior Tech Specialist - ML, Python
Experience: 6 to Not Available years
Location: Bengaluru, India
Skills: Python, SQL, Apache Spark, CI/CD, Azure DevOps, MLOps frameworks, model registries, experiment tracking, Git, Docker, Kubernetes, ML monitoring tools, TensorFlow, PyTorch, scikit-learn, pandas
Job Summary
As a Senior Technical Specialist in Machine Learning, you will play a pivotal role in conceptualizing, designing, and delivering high-impact solutions that enhance our product offerings. Your expertise will guide the team to adopt industry-leading practices, ensuring the alignment of our solutions with client needs while fostering innovation and excellence in technology.
Key Responsibilities
Key Responsibilities
• Design and automate end-to-end ML pipelines (CI/CD, CT) for training, evaluation, and deployment.
• Productionize ML models into clean, modular, and maintainable codebases.
• Implement versioning and governance practices for data, code, and models.
• Monitor model performance, data drift, and system reliability.
• Collaborate with cross-functional teams to deliver scalable ML solutions.
Must-Have Skills
• Minimum 6 years of experience in ML Engineering or MLOps.
• Solid proficiency in Python and SQL.
• Experience with Apache Spark or similar frameworks for large-scale data processing.
• Hands-on experience with CI/CD tools (e.g., Azure DevOps).
• Familiarity with MLOps frameworks, model registries, and experiment tracking.
• Proficient in Git for version control.
Nice-to-Have Skills
• Experience with Docker, Kubernetes, and ML monitoring tools.
• Solid understanding of ML algorithms (e.g., regression, classification, clustering).
• Familiarity with libraries such as scikit-learn and pandas.
• Ability to translate business requirements into technical solutions.
Skill Requirements
Expert Proficiency In Machine Learning Frameworks Such As Tensorflow And Pytorch.
Advanced Knowledge Of Python And Sql For Developing Data-Driven Solutions.
Robust Understanding Of Data Modeling, Feature Engineering, And Algorithm Selection In Machine Learning Projects.
Excellent Problem-Solving Skills And Ability To Articulate Complex Technical Concepts To Non-Technical Stakeholders.
Proven Experience In Leading Technical Teams And Mentoring Junior Specialists.
Other Requirements
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📌 Senior Tech Specialist Ml, Python Bengaluru (India)
🏢 HCL Technologies
📍 India