Senior Machine Learning Engineer

Overview

Inovalon was founded in 1998 on the belief that technology, and data specifically, would empower the transformation of the healthcare ecosystem. At Inovalon, we focus on empowering customers with data-driven solutions to improve outcomes and economics. Together, as ONE Inovalon, we deliver solutions that address healthcare's greatest needs through a mission-based culture of inclusion and innovation.

Senior Full Stack Machine Learning Engineer

Inovalon is a leading healthcare technology company dedicated to revolutionizing the healthcare industry through innovative AI and machine learning solutions. Our mission is to leverage cutting-edge technology to improve health outcomes and streamline healthcare processes. We are looking for a talented and experienced Senior Full Stack Machine Learning Engineer to join our dynamic team.

As a Senior Full Stack Machine Learning Engineer, you will play a pivotal role in designing, developing, and deploying machine learning models that drive our healthcare solutions. You will work closely with data scientists, software engineers, and product managers to build scalable and robust machine learning systems. Your expertise will help transform healthcare data into actionable insights, ultimately improving patient care and operational efficiency.

• Model Development:
  Design, implement, and optimize machine learning models for various healthcare applications, including predictive analytics, natural language processing, and generative AI.
• End-to-End Deployment:
  Develop and maintain the full lifecycle of machine learning solutions, from data preprocessing and model training to deployment and monitoring in production environments.
• Data Engineering:
  Collaborate with data engineers to build and maintain data pipelines, ensuring the availability of high-quality data for training and inference.
• Software Development:
  Write clean, efficient, and maintainable code for machine learning applications, ensuring seamless integration with existing systems.
• Performance Optimization:
  Continuously monitor and improve the performance of machine learning models and systems, addressing issues related to scalability, latency, and accuracy.
• Collaboration:
  
  Work closely with cross-functional teams to understand business requirements and translate them into technical solutions.
• Mentorship:
  Provide guidance and mentorship to junior engineers, fostering a culture of continuous learning and innovation.
• On-Call Support:
  Advance and standardize CI/CD frameworks. Participate in an on-call rotation to resolve critical incidents within SLA-defined time frames, with performance measured by incident resolution metrics and post-incident reviews.
• Compliance & Confidentiality:
  Ensure ongoing compliance with Inovalon's policies, HIPAA, and all regulatory requirements. Lead regular internal audits and compliance reviews, maintaining a state of audit-readiness and proactively mitigating risks related to data handling and service delivery.

Education:

Bachelors or Masters degree in Computer Science, Software Engineering, Mathematics, or IT.

Experience:

Minimum of 8 years total experience with 4+ years of dedicated machine learning experience, with a proven track record of deploying models in production environments.

Technical

Skills:

• Proficiency in Python and relevant ML libraries (e.g., Tensor Flow, PyTorch, scikit-learn).
• Proficiency in building applications leveraging generative AI technologies including LLMs, prompt engineering, Vector Databases, RAG architectures and transfer learning.
• Experience with cloud platforms (e.g., AWS, GCP, Azure) and containerization technologies (e.g., Docker, Kubernetes).
• Strong knowledge of data structures, algorithms, and software engineering best practices.
• Familiarity with big data technologies (e.g., Hadoop, Spark) and data pipeline tools (e.g., Airflow, Kafka).
• Experience with frontend and backend development, including frameworks such as React, Node.js, and Django.

Domain Knowledge:
Understanding of healthcare data standards (e.g., HL7, FHIR) and regulations (e.g., HIPAA) is a plus.

• Excellent problem-solving and analytical skills.
• Strong communication and collaboration abilities.
• Ability to work independently and as part of a team in a fast-paced environment.

• Competitive salary and benefits package.
• Opportunity to work on impactful projects that improve healthcare outcomes.
• Collaborative and innovative work environment.
• Professional development and growth opportunities.
• Flexible work arrangements, including hybrid and remote options.

Join us in our mission to transform healthcare through technology. We look forward to hearing from you.

Inovalon offers a competitive salary and benefits package. This position may be eligible for performance-based incentives. The actual base pay offered may vary based on experience, location, and other factors. Inovalon is an equal opportunity employer and is committed to equal employment…