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Machine Learning Engineer, Mid

Acentra Health
paid time off
United States, Virginia, McLean
1600 Tysons Boulevard Suite 1000 (Show on map)
Apr 15, 2025
Company Overview

Acentra Health exists to empower better health outcomes through technology, services, and clinical expertise. Our mission is to innovate health solutions that deliver maximum value and impact.

Lead the Way is our rallying cry at Acentra Health. Think of it as an open invitation to embrace the mission of the company; to actively engage in problem-solving; and to take ownership of your work every day. Acentra Health offers you unparalleled opportunities. In fact, you have all you need to take charge of your career and accelerate better outcomes - making this a great time to join our team of passionate individuals dedicated to being a vital partner for health solutions in the public sector.


Job Summary and Responsibilities

Acentra Health is looking for a Machine Learning Engineer, Mid to join our growing team.

**This is a remote position**

Job Summary:

This position is responsible for working at the intersection of data science and software engineering, building, deploying, and optimizing machine learning models and pipelines, with a strong emphasis on large language models, generative AI, and natural language processing (NLP).

Responsibilities:

  • Design, develop, and implement ML models and algorithms to solve healthcare-related problems, such as disease prediction, patient risk stratification, clinical decision support, and personalized medicine.
  • Explore and implement state-of-the-art ML techniques, including supervised and unsupervised learning, deep learning, and NLP.
  • Develop and implement data cleaning, feature engineering, and data augmentation techniques to improve model performance and generalizability.
  • Evaluate and validate ML models using appropriate metrics and methodologies, ensuring robustness, accuracy, and reliability.
  • Interpret and communicate model results to domain experts and stakeholders, providing actionable insights and recommendations.
  • Optimize models for performance, scalability, and real-time predictions, considering computational constraints and regulatory requirements.
  • Design and develop innovative solutions using LLMs and foundation models to solve business problems and create operational efficiencies.
  • Lead the AI and ML development process and oversee CICD pipelines.
  • Document code, methodologies, and experimental results to ensure reproducibility and knowledge sharing.
  • Train junior level engineers and serve as a mentor for learning new technologies, best practices, and company culture.
  • Collaborate with cross-functional teams, including data scientists, clinicians, researchers, and product managers, to translate business requirements into technical solutions.
  • Stay abreast of the latest advancements in ML, AI, LLMs, healthcare informatics, and regulatory landscape to inform decision-making and drive innovation.
  • Read, understand, and adhere to all corporate policies including policies related to HIPAA and its Privacy and Security Rules.

Qualifications

Required Qualifications:

  • B.S. or Master's degree in Computer Science, Data Science, or a related field.
  • Proven experience as a Machine Learning Engineer or Data Scientist.
  • Certificates or Comprehensive Coursework covering specialty areas can be used in lieu of experience.

Preferred Qualifications:

  • 3+ years of experience with object-oriented scripting languages, such as Python or R.
  • Experience using Azure and/or AWS for deploying and managing ML and AI systems.
  • Familiarity with healthcare data standards is highly desirable.
  • Excellent communication and collaboration skills.

Why us?

We are a team of experienced and caring leaders, clinicians, pioneering technologists, and industry professionals who come together to redefine expectations for the healthcare industry. State and federal healthcare agencies, providers, and employers turn to us as their vital partner to ensure better healthcare and improve health outcomes.

We do this through our people.

You will have meaningful work that genuinely improves people's lives across the country. We are a company that cares about our employees, and we give you the tools and encouragement you need to achieve the finest work of your career.

Benefits

Benefits are a key component of your rewards package. Our benefits are designed to provide you with additional protection, security, and support for both your career and your life away from work. Our benefits include comprehensive health plans, paid time off, retirement savings, corporate wellness, educational assistance, corporate discounts, and more.

Compensation

The pay range for this position is listed below.

"Based on our compensation philosophy, an applicant's position placement in the pay range will depend on various considerations, such as years of applicable experience and skill level."

Thank You!

We know your time is valuable and we thank you for applying for this position. Due to the high volume of applicants, only those who are chosen to advance in our interview process will be contacted. We sincerely appreciate your interest in Acentra Health and invite you to apply to future openings that may be of interest. Best of luck in your search!

~ The Acentra Health Talent Acquisition Team

Visit us at Acentra.com/careers/

EEO AA M/F/Vet/Disability

Acentra Health is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran or any other status protected by applicable Federal, State or Local law.


Pay Range

USD $77,632.00 - USD $121,300.00 /Yr.
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