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Full Stack Developer Location: Remote Clearance: Must be eligible to obtain a Public Trust (US ... Interest in machine learning concepts. * Coursework, certifications, or personal projects in AWS ...
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Remote Full Stack Machine Learning Engineer information
What are the key skills and qualifications needed to thrive as a Remote Full Stack Machine Learning Engineer, and why are they important?
What are some common challenges faced by remote Full Stack Machine Learning Engineers, and how can they be addressed?
What is a Remote Full Stack Machine Learning Engineer?
What is the difference between Remote Full Stack Machine Learning Engineer vs Remote Data Scientist?
| Aspect | Remote Full Stack Machine Learning Engineer | Remote Data Scientist |
|---|---|---|
| Primary Focus | Developing end-to-end machine learning applications, including backend, frontend, and model deployment | Analyzing data, creating models, and generating insights without necessarily building full applications |
| Skills Required | Programming (Python, JavaScript), ML frameworks, web development, deployment tools | Statistics, data analysis, visualization, Python/R, SQL |
| Work Environment | Collaborates with developers, data engineers, and product teams in tech-driven companies | Works with data teams, analysts, and business units in various industries |
While both roles involve working with data and machine learning, a Remote Full Stack Machine Learning Engineer builds complete applications with integrated ML models, whereas a Remote Data Scientist focuses on data analysis and model creation without necessarily developing full applications.

Job description
Machine Learning Engineer, AI Platform
As a Machine Learning Engineer, you will design, build, and ship AI agents and automation that solve real problems across HealthEdge's engineering, product, and delivery organizations, including customer-facing operations. You'll partner directly with stakeholders across Engineering, Product, and healthcare professionals to understand their workflows, identify high-leverage opportunities, and deliver working solutions end-to-end. Your growing expertise in machine learning and agentic AI will have a direct impact on how HealthEdge builds software, delivers for customers, and operates at scale.
Key Responsibilities
Required Qualifications
- Education: Master's degree in Computer Science, Machine Learning, Data Science, or a related field. A Bachelor's degree with relevant experience will also be considered.
- Experience: 2-4 years of experience building and deploying ML or AI systems in production. Experience working directly with non-technical stakeholders or in embedded/consulting-style engineering roles is a strong plus.
- Technical Skills: Strong proficiency in Python. Experience with LLM APIs, agentic frameworks (LangChain, Strands, etc.), and prompt engineering alongside traditional ML frameworks (PyTorch, scikit-learn, etc.). Solid software engineering fundamentals - version control, testing, CI/CD, and comfort operating across the full development lifecycle.
- Healthcare Knowledge: Interest in or familiarity with healthcare data, clinical workflows, and regulatory requirements. Experience working with electronic health records (EHR) or other healthcare datasets is a plus but not required.
- Analytical Skills: Strong problem-solving skills and the ability to work with complex datasets to derive actionable insights.
- Communication: Excellent verbal and written communication skills, with the ability to explain technical concepts to non-technical stakeholders.
- Builder Mindset: Energized by turning ideas into working solutions. You balance speed with quality, thrive in ambiguous problem spaces, and pick up new domains quickly.
- Team Player: Ability to work collaboratively in a cross-functional team environment, accept feedback, and contribute to the success of the team.
HealthEdge commits to building an environment and culture that supports the diverse representation of our teams. We aspire to have an inclusive workplace. We aspire to be a place where all employees have the opportunity to belong, make an impact and deliver excellent software and services to our customers.
Geographic Responsibility: While HealthEdge is located in Boston, MA you may live anywhere in the US
*Note this role requires proof of US residency for the last consecutive 5 years*
Type of Employment: Full-time, permanent
Work Environment: The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job:
- The employee is occasionally required to move around the office. Specific vision abilities required by this job include close vision, color vision, peripheral vision, depth perception, and ability to adjust focus.
- Work across multiple time zones in a hybrid or remote work environment.
- Long periods of time sitting and/or standing in front of a computer using video technology.
- May require travel dependent on company needs.
The above statements are intended to describe the general nature and level of the job being performed by the individual(s) assigned to this position. They are not intended to be an exhaustive list of all duties, responsibilities, and skills required. HealthEdge reserves the right to modify, add, or remove duties and to assign other duties as necessary. In addition, reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of this position in compliance with the Americans with Disabilities Act of 1990. Candidates may be required to go through a pre-employment criminal background check.
HealthEdge is an equal opportunity employer. We are committed to workforce diversity and actively encourage all qualified persons to seek employment with us, including, but not limited to, racial and ethnic minorities, women, veterans and persons with disabilities.
#LI-Remote
**The annual US base salary range for this position is $130,000 to $165,000. This salary range may cover multiple career levels at HealthEdge. Final compensation will be determined during the interview process and is based on a combination of factors including, but not limited to, your skills, experience, qualifications and education.
Employment Type: FULL_TIMEAbout HealthEdge
Sourced by ZipRecruiter
Health Edge ® provides modern, disruptive technology that delivers for the first time, a suite of products that enables healthcare payors to leverage new business models, improve outcomes, drastically reduce administrative costs and connect everyone in the healthcare delivery cycle. Our next-generation enterprise product suite, HealthRules ®, is built on modern, patented technology and is delivered to customers via the HealthEdge Cloud or on-site deployment. An award-winning company, HealthEdge empowers payors to capitalize on the innovations, challenges and opportunities that await in the new healthcare economy. For more information, visit .
Industry
Computer and computer peripheral equipment and software wholesalers
Company size
201 - 500 Employees
Headquarters location
Burlington, MA, US
Year founded
2005