ML Engineer II
Job Summary
Job Description
This ML Engineer II role at Nissan Digital Hub in Trivandrum involves building, deploying, and maintaining machine learning models in production. Key responsibilities include feature engineering, data preprocessing, model evaluation, and integrating ML solutions into existing applications. The role also focuses on automating ML workflows, implementing MLOps pipelines, and monitoring model performance. Required skills include proficiency in Python, ML libraries like TensorFlow and PyTorch, experience with cloud platforms such as AWS, GCP, Azure, and familiarity with CI/CD tools, Git, distributed systems, and big data handling.
Must have:
- Build, deploy, and maintain ML models in production environments.
- Perform feature engineering, data preprocessing, and model evaluation.
- Integrate ML solutions into existing applications.
- Automate ML workflows and implement MLOps pipelines.
- Monitor and troubleshoot model performance and reliability.
15 skills required
Job Details
Key Responsibilities:
- Build, deploy, and maintain ML models in production environments.
- Perform feature engineering, data preprocessing, and model evaluation.
- Integrate ML solutions into existing applications.
- Automate ML workflows and implement MLOps pipelines.
- Monitor and troubleshoot model performance and reliability.
Required Skills:
- Proficiency in Python and ML libraries (TensorFlow, PyTorch, Scikit-learn).
- Experience with cloud platforms (AWS, GCP, Azure) and CI/CD tools.
- Knowledge of deep learning, NLP, or computer vision techniques.
- Familiarity with Git, distributed systems (Spark/Hadoop), and big data handling.
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About The Company
Nissan is more than a car company. We are an innovation company. We take the most innovative thinking in the industry and combine it with performance, value, efficiency, safety and style. The result: Cars that thrill you every time you get behind the wheel. With over 150 million vehicles produced globally, Nissan continues with the goal to enrich the lives of our employees and customers alike.
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