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Remote Machine Learning Engineer Jobs in Columbia, TN

Local Infusion

Machine Learning Engineer

Nashville, TN · Remote

We're looking for a Machine Learning Engineer to own the intelligence layer of our platform. You'll ... The Local Infusion Way Local Infusion is a respectful, upbeat, and remote-first team united by our ...

Varsity Tutors

Machine Learning Tutor

Nashville, TN · Remote

$18 - $40/hr

Deep knowledge of supervised learning, unsupervised learning, feature engineering, model selection ... Familiar with machine learning curricula and common challenges such as understanding bias-variance ...

Staffing Agency Recruitment

Data Scientist

Franklin, TN · Remote

$125K - $150K/yr

Location: Remote (Nashville, TN strongly preferred) Job-Type: Full-Time Role Overview: We are ... Leveraging advanced analytical techniques, statistical modeling, and/or machine learning, you will ...

Revecore

Senior Data Engineer-JT0224

Franklin, TN · Remote

$102K - $138K/yr

Remote-USA Revecore is embarking on re-architecting and modernizing its core platform. The Data ... This team is composed of Data Engineering, Analytics Engineering, Data Science and Machine Learning ...

micro1 AI

Domain Expert - (STEM PhD)

Nashville, TN · Remote

$80 - $90/hr

Remote micro1 is engaging PhD-level Engineers in Electrical, Mechanical, or Chemical disciplines to ... Experience with or interest in AI, machine learning, or technology-driven projects (a plus, not ...

DataAnnotation

SDLC Engineer - AI Trainer

Nashville, TN · Remote

$50 - $100/hr

Contribute to developing cutting-edge AI systems, while enjoying the flexibility of remote work and ... full-stack, machine learning, and other engineers -- who are driving real-world impact in AI ...

micro1 AI

Engineering AI Evaluator (PhD)

Nashville, TN · Remote

$80 - $90/hr

PhD Engineer (Electrical, Mechanical, Chemical) Role Type: Contractor Location: Remote micro1 is ... Experience with or interest in AI, machine learning, or technology-driven projects (a plus, not ...

DataAnnotation

QA Engineer - AI Trainer

Nashville, TN · Remote

$50 - $100/hr

Contribute to developing cutting-edge AI systems, while enjoying the flexibility of remote work and ... full-stack, machine learning, and other engineers -- who are driving real-world impact in AI ...

Esperta Health

Analytics Engineer

Nashville, TN · Remote

... machine learning use cases. Ad-hoc analysis and reporting will remain a core responsibility of this role as the analytics function matures. You'll work closely with a Senior Solutions Engineer who ...

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All JobsMachine Learning Engineer JobsRemote Machine Learning Engineer JobsRemote Machine Learning Engineer Jobs in Columbia, TN

Remote Machine Learning Engineer information

See Columbia, TN salary details

$28.6K

$117.1K

$175.9K

How much do remote machine learning engineer jobs pay per year?

As of Jul 9, 2026, the average yearly pay for remote machine learning engineer in Columbia, TN is $117,057.00, according to ZipRecruiter salary data. Most workers in this role earn between $92,300.00 and $140,900.00 per year, depending on experience, location, and employer.

What engineers make $300,000 a year?

Senior machine learning engineers with extensive experience, advanced skills in deep learning, and proficiency with tools like TensorFlow or PyTorch can earn $300,000 or more annually. High compensation often reflects expertise, leadership roles, or working in competitive industries such as tech or finance, especially in organizations valuing AI development.

What are some typical challenges faced by Remote Machine Learning Engineers, and how are they addressed?

Remote Machine Learning Engineers often face challenges such as coordinating across different time zones, ensuring smooth communication with team members, and accessing large datasets or secure environments remotely. Organizations commonly address these by using robust collaboration tools (like Slack, GitHub, and Jira), establishing clear documentation, and setting regular virtual meetings to maintain alignment. Many companies also provide secure remote environments or VPN access for handling sensitive data and code. Proactive communication and organized workflows help mitigate these challenges, enabling engineers to remain productive and connected to their teams.

What engineers make $500,000?

Senior machine learning engineers with extensive experience, advanced skills in deep learning, and proficiency with tools like TensorFlow or PyTorch can earn $500,000 or more annually, especially in high-cost-of-living areas or within top tech companies. Compensation often includes base salary, bonuses, and stock options, reflecting their expertise and impact on business outcomes.

Will MLE be replaced by AI?

Machine Learning Engineers (MLEs) design, develop, and deploy AI models, and their role is unlikely to be fully replaced by AI itself. Instead, AI tools can augment their work by automating routine tasks, allowing MLEs to focus on complex problem-solving, model optimization, and system integration. Continuous learning and expertise in programming, data handling, and model evaluation remain essential for MLEs in an evolving AI landscape.

What are the key skills and qualifications needed to thrive in the Remote Machine Learning Engineer position, and why are they important?

To thrive as a Remote Machine Learning Engineer, you need a strong background in computer science, mathematics, and experience with machine learning algorithms, typically supported by a relevant degree and prior project work. Proficiency with programming languages like Python, machine learning frameworks such as TensorFlow or PyTorch, and familiarity with cloud computing platforms is crucial, and certifications like AWS Certified Machine Learning can enhance your profile. Excellent communication, self-motivation, and time-management skills are also essential for collaborating across remote teams and meeting project goals. These combined technical and soft skills are vital for developing effective machine learning solutions while ensuring productivity and collaboration in a virtual work environment.

What is a Remote Machine Learning Engineer job?

A Remote Machine Learning Engineer designs, develops, and deploys machine learning models while working from a remote location. They preprocess data, train and optimize models, and integrate them into production systems. Their role often involves collaborating with data scientists, software engineers, and stakeholders to solve complex problems using AI. Strong programming skills in Python, experience with ML frameworks like TensorFlow or PyTorch, and cloud computing knowledge are essential. Remote ML engineers must also communicate effectively and manage their time efficiently to work asynchronously with teams.

Can ML engineers work remotely?

Yes, many machine learning engineers work remotely, especially in roles that involve programming, data analysis, and model development using tools like Python, TensorFlow, or PyTorch. Remote work arrangements depend on the employer's policies and the specific project requirements, but it is common in the tech industry for ML engineers to work from home or other locations.
What are the most commonly searched types of Machine Learning Engineer jobs in Columbia, TN? The most popular types of Machine Learning Engineer jobs in Columbia, TN are:
What are popular job titles related to Remote Machine Learning Engineer jobs in Columbia, TN? For Remote Machine Learning Engineer jobs in Columbia, TN, the most frequently searched job titles are:
What cities near Columbia, TN are hiring for Remote Machine Learning Engineer jobs? Cities near Columbia, TN with the most Remote Machine Learning Engineer job openings:
Remote Machine Learning Engineer jobs near you
Infographic showing various Remote Machine Learning Engineer job openings in Columbia, TN as of July 2026, with employment types broken down into 88% Full Time, 9% Part Time, and 3% Contract. Highlights an 86% Physical, 4% Hybrid, and 10% Remote job distribution, with an average salary of $117,057 per year, or $56.3 per hour.
Machine Learning Engineer

Machine Learning Engineer

Local Infusion

Nashville, TN • Remote

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 26 days ago

Job description

We are Local Infusion.

Local Infusion is the fastest growing infusion provider in the United States, with a mission to transform the specialty infusion industry, because patients deserve better. By providing both exceptional, patient-centered care and the proprietary, AI-driven technology powering it, Local Infusion accelerates access, simplifies workflows, and improves outcomes for everyone in the infusion journey — from patients and clinicians to health plans, health systems, employers, and pharma.
Clinicians can spend less time on paperwork and more time with patients, bringing comfort, connection, and community back to healthcare. With Local Infusion, every patient and every care team is fully supported, every step of the way.

 

Fraud and Security Notice: Please note that all communication regarding job opportunities at Local Infusion will come exclusively from an @mylocalinfusion.com email address. If you receive messages from any other domain, please disregard them.

 
The Role

Local Infusion is building a next-generation operating system for infusion care — powered by automation, AI, and real-time insights. We’re looking for a Machine Learning Engineer to own the intelligence layer of our platform. You’ll work across structured and unstructured data to drive automation, predict bottlenecks, and help patients start treatment faster.

 
Key Accountabilities:

  • Model Development: Build and deploy ML models to identify missing data, predict treatment delays, triage high-risk referrals, and score payer/patient friction

  • AI Integration: Architect and maintain LLM-powered workflows

  • Data Infrastructure: Build and maintain data pipelines to collect, clean, label, and store data across systems

  • Model Monitoring: Define success metrics, monitor model performance over time, and iterate quickly to improve accuracy and reliability. Set up training data, data labeling workflows or feedback loops for model improvement.

  • Cross-Functional Partnership: Collaborate with product, engineering, and operations to identify high-leverage automation opportunities and embed models into workflows.

Key Requirements:

  • 6+ years in ML engineering, data science, or applied AI roles (bonus for healthcare experience).

  • Proficient in Python (Pandas, Scikit-learn, LangChain, PyTorch or TensorFlow) and SQL.

  • Strong experience building and deploying models in production environments.

  • Familiar with LLM integration, retrieval-augmented generation (RAG), and vector search (e.g., Pinecone, FAISS).

  • Skilled in working with unstructured data: OCR, NLP, form/document understanding.

  • Experience with cloud infrastructure (AWS preferred), Git, and basic DevOps practices.

  • Comfortable partnering with product and operations teams to solve real-world business problems.

  • Working with healthcare data (EMR/EHR, insurance claims, HL7/FHIR).

  • Building patient or payer-facing AI solutions in regulated environments (HIPAA).

 
The Local Infusion Way

Local Infusion is a respectful, upbeat, and remote-first team united by our mission of shaping the way specialty infusion care is delivered. We are highly ambitious but understand that in order to do a great job, we have to take care of ourselves; we expect that you will have time and energy devoted to your families, friends and hobbies.

As part of our team, full-time employees get:

  • Medical, dental, and vision insurance through our employer plan

  • Short and long-term disability coverage

  • 401(k) — as an early-stage startup, and we match!

  • 15 Days PTO — and we want you to take it!

  • Competitive paid parental leave and flexible return to work policy.

  • We invest in your career. Our company is growing quickly, and we'll give you the opportunity to do the same. You'll have access to a number of professional development opportunities so that you can keep up with the company's evolving needs and grow your career along the way.

We don’t discriminate—Local Infusion is an Equal Employment Opportunity (EEO) Employer. We fundamentally believe that a more diverse and inclusive team leads to a stronger company more able to achieve our vision.