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Senior AI​/ML Engineer

Job in Nashville, Davidson County, Tennessee, 37247, USA
Listing for: Inovalon
Full Time position
Listed on 2026-02-16
Job specializations:
  • Software Development
    Machine Learning/ ML Engineer, AI Engineer
Salary/Wage Range or Industry Benchmark: 100000 - 125000 USD Yearly USD 100000.00 125000.00 YEAR
Job Description & How to Apply Below

Overview

Inovalon was founded in 1998 on the belief that technology, and data specifically, would empower the transformation of the healthcare ecosystem. We focus on data-driven solutions to help our customers succeed in their missions and, in turn, improve healthcare outcomes and economics. As ONE Inovalon, we are a united force delivering solutions that address healthcare’s greatest needs through a culture of inclusion and innovation.

Job Title: Senior Full Stack Machine Learning Engineer

About Us

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.

Job Description

As a Senior Full Stack Machine Learning Engineer, you will design, develop, and deploy 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 to improve patient care and operational efficiency.

Key Responsibilities
  • Model Development:
    Design, implement, and optimize machine learning models for 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 production monitoring.
  • Data Engineering:
    Collaborate with data engineers to build and maintain data pipelines, ensuring high-quality data for training and inference.
  • Software Development:
    Write clean, efficient, and maintainable code for machine learning applications with seamless integration into existing systems.
  • Performance Optimization:
    Monitor and improve model and system performance, addressing scalability, latency, and accuracy.
  • Collaboration:

    Work with cross-functional teams to translate business requirements into technical solutions.
  • Mentorship:
    Provide guidance to junior engineers and foster a culture of continuous learning and innovation.
  • On-Call Support:
    Advance and standardize CI/CD frameworks and participate in on-call rotations to resolve critical incidents within SLA-defined time frames.
  • Compliance & Confidentiality:
    Ensure ongoing compliance with Inovalon’s policies, HIPAA, and regulatory requirements; lead internal audits and maintain audit readiness.
Qualifications
  • Education: Bachelor’s or Master’s degree in Computer Science, Software Engineering, Mathematics, or IT.
  • Experience: Minimum of 8 years total experience with 4+ years in dedicated machine learning and a proven track record deploying models in production.
  • Technical

    Skills:

    Proficiency in Python and ML libraries (e.g., Tensor Flow, PyTorch, scikit-learn); experience with generative AI technologies including LLMs, prompt engineering, vector databases, RAG architectures, and transfer learning is a plus; cloud platforms (AWS, GCP, Azure); containerization (Docker, Kubernetes); data structures, algorithms, and software engineering best practices; knowledge of big data technologies (Hadoop, Spark) and data pipeline tools (Airflow, Kafka); frontend and backend development with React, Node.js,

    and Django.
  • Domain Knowledge: Understanding of healthcare data standards (HL7, FHIR) and regulations (HIPAA) is a plus.
  • Soft Skills: Excellent problem-solving and analytical skills; strong communication and collaboration abilities; ability to work independently and in a fast-paced team environment.
What We Offer
  • 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.

Note: Base compensation range and related policies are provided in the original posting, including eligibility, immigration sponsorship statements, and equal opportunity employer notices.

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Position Requirements
10+ Years work experience
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