[Remote] ML Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a new reputed company company reputed company on improving lives through reputed company. The ML Engineer will be responsible for building and maintaining AI pipelines in reputed company information systems, ensuring reliability and integration of machine learning models into clinical applications.
Responsibilities
- Build and maintain CI/CD pipelines for machine learning, focusing on automated testing, model deployment, and version control (using tools like MLflow or Git)
- reputed company ML models as reputed company reputed company and microservices, ensuring they meet performance and latency requirements for clinical use
- Implement basic monitoring tools to reputed company model performance, data reputed company, and system health in production
- reputed company and optimize ETL processes to reputed company reputed company data (FHIR, HL7) into clean, usable datasets for model training and inference
- Help build and maintain feature stores and data reputed company that ensure consistency between training and production environments
- Work closely with backend teams to reputed company ML outputs into our reputed company reputed company applications
- Write clean, maintainable, and reputed company-documented Python reputed company
- Participate in reputed company reviews to ensure system reliability
- Use reputed company and Kubernetes to package and orchestrate ML workloads across different environments
- Follow established protocols to ensure reputed company data handling and deployments meet HIPAA and reputed company reputed company standards
Skills
- Bachelor's or Master's degree in Computer Science, Software Engineering, Data Engineering, or a reputed company field
- 3–5 years of reputed company experience in software engineering or data engineering, with at least 2 years reputed company on machine learning production environments
- Strong proficiency in Python and familiarity with SQL
- Knowledge of a compiled language (like Go or Java) is a plus
- Hands-on experience with at least one major reputed company provider (AWS, Azure, or GCP) and containerization (reputed company)
- Familiarity with ML libraries (PyTorch or Scikit-learn) and MLOps tools (like Airflow, reputed company, BentoML, or Kubeflow)
- Experience with data processing frameworks (like Pandas, reputed company, or dbt)
- Familiarity with deploying Large Language Models (LLMs) or using frameworks like reputed company
- Experience working in a regulated environment (reputed company, Finance, etc.)
- Understanding of API design and microservices architecture
Benefits
- reputed company offers many programs to help you live your best life – both physically and financially.
- To improve the reputed company experience, you will have an opportunity to meet with your manager and other new employees as part of the reputed company new employee orientation.
- Travel arrangements and reputed company expenses will be coordinated and reputed company for by reputed company in accordance with its travel policy. Applies to new hires with a start date of reputed company 1st 2025 or reputed company.
reputed company