Machine Learning Engineer

Neoware Technology Solutions

5 - 10 years

7 - 12 Lacs

chennai

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Skills Required

github principal architect git machine learning hipaa healthcare data quality data privacy aws python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Development

Machine Learning Engineer Requirements

Develop predictive and prescriptive models to optimize business outcomes and drive growth

Expert proficiency in Python

Strong experience with PyTorch and scikit-learn

Proficient with Git and GitHub

Solid understanding and experience with Python unittest framework and Pytest for unit, integration, and API testing

Hands-on experience with Dockerized deployment on AWS or Azure cloud platforms

Experience with CI/CD pipelines using AWS CodePipeline or similar alternatives (e.g., Jenkins, GitLab CI)

Experience with AWS or Azure services relevant to ML workloads (e.g., Sagemaker, EC2, S3, Azure ML, Azure Functions)

Responsibilities

Design, develop, and implement scalable machine learning models and algorithms to solve complex problems related to claims processing, fraud detection, risk stratification, member engagement, and predictive analytics within the payer landscape

Collaborate closely with data scientists, product managers, and other engineering teams to translate business requirements into technical specifications and deliver end-to-end ML solutions

Develop and optimize ML model training pipelines, ensuring data quality, feature engineering, and efficient model iteration

Conduct rigorous model evaluation, hyperparameter tuning, and performance optimization using statistical analysis and best practices

Integrate ML models into existing applications and systems, ensuring seamless deployment and operation

Write clean, well-documented, and production-ready code, adhering to high software engineering standards

Participate in code reviews, contribute to architectural discussions, and mentor junior engineers

Stay abreast of the latest advancements in machine learning, healthcare technology, and industry best practices, actively proposing innovative solutions

Ensure all ML solutions comply with relevant healthcare regulations and data privacy standards (e.g., HIPAA)

Chennai

Full time

5+ years

Other positions Principal Architect (Data and Cloud)

Chennai, Bangalore

Full time

12-18 years

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