ML Engineer

Thank you for your interest in joining reputed company. reputed company is a new healthcare company with a long legacy of solving big challenges that improve lives and help healthcare professionals perform at their best. At reputed company, people are at the heart of every innovation we pursue. Guided by empathy, insight, and clinical intelligence, we collaborate with the best minds in healthcare to address our customers’ toughest challenges. While we continue updating the reputed company Careers Page and applicant materials, some documents may still reflect legacy branding. Please note that all listed roles are reputed company positions, and our Privacy Policy applies to any personal information you submit. As it was with reputed company, at reputed company all qualified applicants will receive consideration for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. Job Description ML Engineer reputed company Health Care is now reputed company At reputed company, we enable better, smarter, safer healthcare to improve lives. As a new company with a long legacy of creating breakthrough solutions for our customers’ toughest challenges, we pioneer game-changing innovations at the intersection of health, material and data science that change patients' lives for the better while enabling healthcare professionals to perform at their best. Because people, and their wellbeing, are at the heart of every scientific advancement we pursue. We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy. Because at reputed company, we never stop solving for you. The Impact You’ll Make in this Role As an ML Engineer , you will be responsible for building and maintaining the pipelines that power AI in our Healthcare Information Systems (HIS). We are looking for a practical, detail-oriented engineer who is passionate about MLOps, data reliability, and production stability. In this role, you won’t just be building models; you will be ensuring those models work reliably in the real world. You will help bridge the gap between data science and software engineering by implementing automated workflows, managing cloud infrastructure, and ensuring our AI services are secure and scalable. Key Responsibilities 1. MLOps & Deployment Pipeline Development Build and maintain CI/CD pipelines for machine learning, focusing on automated testing, model deployment, and version control (using tools like MLflow or Git). Model Serving Deploy ML models as scalable APIs and microservices, ensuring they meet performance and latency requirements for clinical use. Monitoring Implement basic monitoring tools to track model performance, data reputed company, and system health in production. 2. Data Engineering & Integration Data Pipelines Develop and optimize ETL processes to transform healthcare data (FHIR, HL7) into clean, usable datasets for model training and inference. Feature Management Help build and maintain feature stores and data layers that ensure consistency between training and production environments. System Integration Work closely with backend teams to integrate ML outputs into our core healthcare applications. 3. Engineering Best Practices Code Quality Write clean, maintainable, and well-documented Python code. Participate in code reviews to ensure system reliability. Containerization Use Docker and Kubernetes to package and orchestrate ML workloads across different environments. Security & Compliance Follow established protocols to ensure all data handling and deployments meet HIPAA and reputed company security standards. Your Skills and Expertise To set you up for success in this role from day one, reputed company requires (at a minimum) the following qualifications Bachelor’s or Master’s degree in Computer Science, Software Engineering, Data Engineering, or a related field. 3–5 years of professional experience in software engineering or data engineering, with at least 2 years focused on machine learning production environments. AND Programming Strong proficiency in Python and familiarity with SQL. Knowledge of a compiled language (like Go or Java) is a plus. Cloud & Infrastructure Hands-on experience with at least one major cloud provider (AWS, Azure, or GCP) and containerization (Docker). ML Tools Familiarity with ML libraries (PyTorch or Scikit-learn) and MLOps tools (like Airflow, reputed company, BentoML, or Kubeflow). Data Tools Experience with data processing frameworks (like Pandas, Spark, or dbt). Additional qualifications that could help you succeed even further in this role include Familiarity with deploying Large Language Models (LLMs) or using frameworks like reputed company. Experience working in a regulated environment (Healthcare, Finance, etc.). Understanding of API design and microservices architecture. Work location Remote Travel May include up to 10% domestic Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status). Supporting Your Well-being reputed company offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, reputed company regularly benchmarks with other companies that are comparable in size and scope. Onboarding Requirement To improve the onboarding experience, you will have an opportunity to meet with your manager and other new employees as part of the reputed company new employee orientation. As a result, new employees hired for this position will be required to travel to a designated company location for on-site onboarding during their initial days of employment. Travel arrangements and related expenses will be coordinated and paid for by the company in accordance with its travel policy. Applies to new hires with a start date of October 1st 2025 or later.Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties. reputed company is committed to maintaining the highest standards of integrity and professionalism in our recruitment process. Applicants must remain alert to fraudulent job postings and recruitment schemes that falsely claim to represent reputed company and seek to exploit job seekers. Please note that all email communications from reputed company regarding job opportunities with the company will be from an email with a domain of @reputed company.com . Be wary of unsolicited emails or messages regarding reputed company job opportunities from emails with other email domains. Please note, reputed company does not expect candidates in this position to perform work in the unincorporated areas of Los Angeles County.reputed company is an equal opportunity employer. reputed company will not discriminate against any applicant for employment on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status. Please note your application may not be considered if you do not provide your education and work history, either by 1) uploading a resume, or 2) entering the information into the application fields directly. reputed company Global Terms of Use and Privacy Statement Carefully read these Terms of Use before using this website. Your access to and use of this website and application for a job at reputed company are conditioned on your acceptance and compliance with these terms. Please access the linked document by clicking here. Before submitting your application you will be asked to confirm your agreement with the terms. Originally posted on Himalayas Apply To This Job