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Senior Software Engineer- Machine Learning
Management Health Solutions India
posted 3mon ago
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Key skills for the job
Job Description
- Develop and maintain scalable and efficient machine learning (ML) models and data engineering (DE) pipelines.
- Collaborate with data scientists and AI engineers to implement ML solutions.
- Optimize and refactor code for performance and scalability.
- Build and maintain data pipelines to support ML models and analytics.
- Ensure data quality, integrity, and security across the pipeline.
- Integrate data from various data stores and kinds (SQL, document, vector, graph)
- Implement data analytics to be incorporated in reporting and dashboards
- Train, test, and validate ML models to ensure high performance.
- Deploy models to production environments and monitor their performance.
- Use of version control, unit testing and CI/CD practices of ML models.
- Experience with MLOps practices
- Work closely with cross-functional teams including data scientists, data analysts, and product managers.
- Provide technical support and guidance to junior team members.
- Participate in code reviews and ensure adherence to best practices.
- Document processes, methodologies, and workflows.
- Generate reports and dashboards to communicate project progress and outcomes.
- Stay updated with the latest industry trends and technologies.
- Proficiency inPython and SQL
- Experience with ML frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
- Strong understanding of data engineering tools and platforms.
- Experience with cloud platforms (e.g., AWS, Google Cloud, Azure).
- Familiarity with database technologies (e.g., SQL, NoSQL).
- Experience with containerization and orchestration tools (e.g., Docker, Kubernetes).
- Strong problem-solving skills and ability to work with complex datasets.
- Ability to analyze and interpret data to drive decision-making.
- Excellent communication and teamwork abilities.
- Strong organizational and time-management skills.
- Ability to work independently and in a team environment.
- Demonstrated ability to manage multiple projects and meet deadlines
Employment Type: Full Time, Permanent
Functional Areas: Analytics & Business Intelligence
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