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Remote Full Stack Machine Learning Engineer Jobs in Tennessee

NxT Level

Engineering Manager

Nashville, TN · Remote

$185K - $195K/yr

Engineering Manager I (Player/Coach, Full Stack) Location: Remote Compensation: $185,000 - $195,000 About Our Client Our client is a mission-driven telehealth company focused on expanding access to ...

Koniag, Inc.

Data Scientist (Remote)

Nashville, TN · On-site +1

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... engineering pipelines that prepare raw call center operational data from multiple sources for ... Stay current on emerging data science methodologies, machine learning research, AWS AI and ML ...

kgs

Data Scientist (Remote)

Nashville, TN · Remote

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... engineering pipelines that prepare raw call center operational data from multiple sources for ... Stay current on emerging data science methodologies, machine learning research, AWS AI and ML ...

kgs

Data Scientist (Remote)

Nashville, TN · Remote

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... engineering pipelines that prepare raw call center operational data from multiple sources for ... Stay current on emerging data science methodologies, machine learning research, AWS AI and ML ...

Varsity Tutors

Web Development Tutor

Kingsport, TN · Remote

$18 - $40/hr

... based learning, code reviews, and incremental application building to support students from HTML beginners through advanced developers building production-ready full-stack web applications.

Varsity Tutors

Web Development Tutor

Chattanooga, TN · Remote

$18 - $40/hr

... based learning, code reviews, and incremental application building to support students from HTML beginners through advanced developers building production-ready full-stack web applications.

Varsity Tutors

Web Development Tutor

Nashville, TN · Remote

$18 - $40/hr

... based learning, code reviews, and incremental application building to support students from HTML beginners through advanced developers building production-ready full-stack web applications.

Varsity Tutors

Web Development Tutor

Memphis, TN · Remote

$18 - $40/hr

... based learning, code reviews, and incremental application building to support students from HTML beginners through advanced developers building production-ready full-stack web applications.

Varsity Tutors

Web Development Tutor

Knoxville, TN · Remote

$18 - $40/hr

... based learning, code reviews, and incremental application building to support students from HTML beginners through advanced developers building production-ready full-stack web applications.

Varsity Tutors

Web Development Tutor

Murfreesboro, TN · Remote

$18 - $40/hr

... based learning, code reviews, and incremental application building to support students from HTML beginners through advanced developers building production-ready full-stack web applications.

Varsity Tutors

JavaScript Tutor

Nashville, TN · Remote

$18 - $40/hr

... full-stack engineering coursework. * Conceptual Teaching & Problem-Solving: Skilled at breaking ... Ability to adapt to different learning styles and student needs. Ways To Connect With Students * 1 ...

Varsity Tutors

JavaScript Tutor

Memphis, TN · Remote

$18 - $40/hr

... full-stack engineering coursework. * Conceptual Teaching & Problem-Solving: Skilled at breaking ... Ability to adapt to different learning styles and student needs. Ways To Connect With Students * 1 ...

Varsity Tutors

JavaScript Tutor

Chattanooga, TN · Remote

$18 - $40/hr

... full-stack engineering coursework. * Conceptual Teaching & Problem-Solving: Skilled at breaking ... Ability to adapt to different learning styles and student needs. Ways To Connect With Students * 1 ...

Varsity Tutors

JavaScript Tutor

Kingsport, TN · Remote

$18 - $40/hr

... full-stack engineering coursework. * Conceptual Teaching & Problem-Solving: Skilled at breaking ... Ability to adapt to different learning styles and student needs. Ways To Connect With Students * 1 ...

Varsity Tutors

JavaScript Tutor

Knoxville, TN · Remote

$18 - $40/hr

... full-stack engineering coursework. * Conceptual Teaching & Problem-Solving: Skilled at breaking ... Ability to adapt to different learning styles and student needs. Ways To Connect With Students * 1 ...

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All JobsFull Stack Machine Learning Engineer JobsRemote Full Stack Machine Learning Engineer JobsRemote Full Stack Machine Learning Engineer Jobs in Tennessee

Remote Full Stack Machine Learning Engineer information

What is a remote full stack machine learning engineer?

A Remote Full Stack Machine Learning Engineer is a professional who designs, develops, and deploys machine learning solutions while working remotely. They handle both the front-end and back-end aspects of machine learning projects, including data preprocessing, model building, API development, and integration with user interfaces or cloud platforms. This role requires expertise in programming, machine learning frameworks, cloud services, and web technologies, allowing them to build end-to-end AI-driven applications from anywhere in the world.

What are the key skills and qualifications needed to thrive as a remote full stack machine learning engineer?

To thrive as a Remote Full Stack Machine Learning Engineer, you need proficiency in programming languages (such as Python or JavaScript), a solid understanding of machine learning algorithms, experience with web development frameworks, and typically a degree in computer science or a related field. Familiarity with tools like TensorFlow, PyTorch, Docker, cloud computing platforms (AWS, GCP), and version control systems (Git) is essential. Strong problem-solving skills, self-motivation, and clear communication are crucial soft skills, especially in remote and cross-functional team environments. These combined skills ensure effective design, deployment, and integration of machine learning solutions in scalable web applications while maintaining productivity in a remote setting.

What are some common challenges faced by remote full stack machine learning engineers, and how can they be addressed?

Remote Full Stack Machine Learning Engineers often encounter challenges such as managing effective collaboration with cross-functional teams and ensuring smooth deployment of machine learning models into production environments. To address these, it's important to establish clear communication channels, regularly participate in virtual stand-ups, and use collaborative platforms such as GitHub and Slack. Additionally, staying organized with version control and thorough documentation helps maintain project transparency and ensures seamless handoffs between backend and frontend development. Proactively seeking feedback and scheduling regular check-ins with team members can further enhance productivity and integration within the team.

What is the difference between Remote Full Stack Machine Learning Engineer vs Remote Data Scientist?

AspectRemote Full Stack Machine Learning EngineerRemote Data Scientist
Primary FocusDeveloping end-to-end machine learning applications, including backend, frontend, and model deploymentAnalyzing data, creating models, and generating insights without necessarily building full applications
Skills RequiredProgramming (Python, JavaScript), ML frameworks, web development, deployment toolsStatistics, data analysis, visualization, Python/R, SQL
Work EnvironmentCollaborates with developers, data engineers, and product teams in tech-driven companiesWorks 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.

What are the most commonly searched types of Full Stack Machine Learning Engineer jobs in Tennessee?

The most popular types of Full Stack Machine Learning Engineer jobs in Tennessee are:

What are popular job titles related to Remote Full Stack Machine Learning Engineer jobs in Tennessee?

For Remote Full Stack Machine Learning Engineer jobs in Tennessee, the most frequently searched job titles are:

What job categories do people searching Remote Full Stack Machine Learning Engineer jobs in Tennessee look for?

The top searched job categories for Remote Full Stack Machine Learning Engineer jobs in Tennessee are:

What cities in Tennessee are hiring for Remote Full Stack Machine Learning Engineer jobs?

Cities in Tennessee with the most Remote Full Stack Machine Learning Engineer job openings:

Remote Full Stack Machine Learning Engineer jobs near you

Senior Software Engineer

Healthcare Systems and Technologies, LLC

Nashville, TN • On-site, Remote

$118K - $156K/yr

Full-time

Medical, Retirement, PTO

Posted 22 days ago

Job description

Open Position: Senior Software Engineer - Survey Application
Location: Remote
Reports To: Sr. Director of Data Science and Insights
About Us:
At HST Pathways, we're passionate about transforming healthcare. Our innovative software empowers surgery centers to provide care that's not only more cost-efficient but also leads to better outcomes for patients. Backed by Bain Capital, we're a profitable, fully remote SaaS company that's growing quickly and entering an exciting new stage of expansion. With that growth comes opportunity-for us, our customers, and the people who join our team.
What We're Looking For:
We're looking for someone who is authentic, inspiring, and motivated to grow. You're a quick learner who enjoys working in a fast-paced, evolving environment. You value diversity and inclusion and want to be part of a company that puts people first. Our values resonate with you, and you're ready to embody them in your daily work.
In this role, you'll roll up your sleeves and take on a high-volume workload with energy and enthusiasm. You are data-driven and results-oriented, but you also know the importance of building strong relationships and contributing to a positive team culture. Most importantly, you're excited about the chance to make an impact-not only within our company but also in the broader healthcare community we serve.
Why Join Us:
At HST Pathways, you'll find more than just a job - you'll find a place to grow, contribute, and belong. We offer the flexibility of remote work and the stability of a well-backed, profitable company. You'll collaborate with talented teammates who are passionate about healthcare innovation and committed to each other's success.
Responsibilities:
We're looking for a highly autonomous Senior Full Stack Engineer to own and evolve a survey application built on Ruby on Rails. This role is ideal for someone who thrives in a high-ownership environment and is excited to leverage AI as a core part of the development workflow.
You'll be the primary technical driver of the product-designing, building, and scaling features end-to-end-while using modern AI tools to accelerate development and expand what a single engineer can accomplish.
  • Own the full lifecycle of the survey application (design, development, deployment, maintenance)
  • Build and maintain features using Ruby on Rails across the full stack
  • Architect and deploy cloud-native solutions on AWS (ECS, CloudFormation, load balancers, etc.)
  • Design scalable, reliable backend systems and responsive user experiences
  • Embrace an AI-first development strategy
  • Evaluate and integrate emerging technologies, including voice AI and conversational interfaces
  • Monitor performance, troubleshoot issues, and continuously improve system reliability
  • Establish best practices for code quality, testing, and deployment as a solo engineer
  • Deep experience using AI coding tools (e.g., Augment, ChatGPT, Cursor, Claude, etc.) in daily workflows
    • Ability to guide, review, and validate AI-generated code, not just generate it
    • Strong intuition for when and how to rely on AI vs. manual implementation
    • Interest in integrating AI capabilities (e.g., voice, NLP, automation) into products
  • Mindset & Ownership
    • Comfortable operating as the sole engineer on a product
    • Strong problem-solving skills and ability to make architectural decisions independently
    • Eagerness to learn new technologies quickly (especially in AI/voice space)
    • Pragmatic and product-focused-able to balance speed with quality

Qualifications:
  • Strong experience with Ruby on Rails (5+ years preferred)
  • Own and improve CI/CD pipelines and deployment automation for the application
  • Strong hands-on experience with PostgreSQL, including schema design, SQL query development, performance tuning, and troubleshooting
  • Full stack development experience (frontend + backend)
  • Hands-on experience building and deploying applications in AWS, including:
    • ECS (or similar container orchestration)
    • CloudFormation (or infrastructure-as-code equivalents)
    • Load balancers, networking, and scaling patterns
  • Experience designing and maintaining production-grade systems

Preferred Qualifications:
  • Experience with voice AI platforms or conversational UX
  • Experience with frontend development, especially React and NextJS
  • Experience with CI/CD pipelines and DevOps best practices
  • Startup or early-stage product experience

Team Culture + Values:
  • One Team: We win together, support each other, and share credit.
  • Inclusion: We respect differences and welcome every voice.
  • Transparency: We're open, honest, and clear about our goals.
  • Agility: We move fast, test ideas, and learn as we go.
  • Empathy: We listen, care, and anticipate others' needs.
  • Growth Mindset: We stay curious, keep learning, and aim to improve every day.
  • Proactivity: We act thoughtfully, own outcomes, and bring our best selves to work.

Perks & Benefits:
  • Remote work environment
  • Health benefits paid for employees
  • Flexible Paid Time Off Policy
  • 11 company holidays per year
  • Paid parental leave
  • 401K with matching contributions
  • Learning and development allowance
  • A diverse, inclusive, and fun team!

HST Pathways celebrates diversity and is steadfast in fostering an inclusive work environment where employees feel valued, respected, and engaged. We champion and nurture a culture where inclusiveness is instinctive and fuels innovation, connection, and a strong sense of "One Team". HST is deeply committed to representing and reflecting the unique experiences, perspectives and viewpoints of our employees, customers, and the communities we serve.

Apply