Definitive Healthcare · 8 hours ago
Machine Learning Engineer
Iselin, NJ
Full-time
Hybrid
Mid, Senior Level
$112K/yr - $210K/yr
2+ years expDefinitive Healthcare is a leading company in healthcare analytics, dedicated to transforming data into actionable insights. They are seeking a Machine Learning Engineer to design and implement AI/ML systems that enhance customer experience and operational efficiency through end-to-end ML solutions.
AnalyticsArtificial Intelligence (AI)CRMHospitalInformation ServicesMedicalSaaS
Responsibilities
Contribute to the design and implementation of scalable ML systems in cloud environments, focusing on performance and reliability
Collaborate with product managers and engineering teams to support ML initiatives aligned with business goals
Help build and maintain data pipelines for large-scale datasets, ensuring efficiency and reproducibility
Develop meaningful features and label sets across domains such as healthcare and consumer analytics
Support experimentation efforts, including A/B testing, validation strategies, and model lifecycle management using tools like MLflow and Databricks
Assist in improving model performance through retraining, monitoring, and bias mitigation techniques
Participate in prototyping and proof-of-concept development to explore new ML techniques and technologies
Stay current with emerging ML architectures and methodologies
Work closely with product, engineering, and data teams to deliver integrated ML solutions
Contribute to documentation and uphold code quality standards
Qualification
Required
Bachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field (or equivalent practical experience)
2–5 years of industry experience in ML Engineering, Data Science, or Data Engineering
Proficiency in Python, SQL, and PySpark, with experience using libraries such as scikit-learn, PyTorch, and XGBoost
Experience building ML pipelines and working with tools like MLflow or similar
Familiarity with cloud platforms (AWS, GCP, Azure) and deploying models in production environments
Strong communication skills and ability to work effectively in cross-functional teams
Preferred
Experience with healthcare claims, EHR, or life sciences datasets
Exposure to MLOps practices such as CI/CD for ML, model versioning, and automated retraining
Familiarity with deep learning techniques for time series or sequential data
Ability to define performance metrics and evaluate model effectiveness
Benefits
Comprehensive benefits package, including medical, dental, and vision coverage
Unlimited paid time off
Participation in the company’s 401(k) plan with employer contribution
Company bonus or commission plan
401(k) match
Company
Definitive Healthcare
Definitive Healthcare aims to transform data, analytics and expertise into healthcare commercial intelligence.
501-1000 employees
H1B Sponsorship
Definitive Healthcare has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (12)
2024 (4)
2023 (8)
2022 (16)
2021 (24)
2020 (5)
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
22C Capital
2021-09-15IPO
2019-10-02Private Equity
2015-03-02Private Equity
Leadership Team
Kevin Coop
Chief Executive Officer
Rick Booth
Chief Financial Officer
Recent News
2025-11-11
2025-11-08
2025-11-08
Company data provided by crunchbase