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Full Stack Machine Learning Engineer Jobs in Columbus, OH

CapTech Consulting

Full-Stack Engineer

Columbus, OH · On-site

Full-Stack Developers at CapTech are part of a capable, highly-motivated community who strive to ... Learning & Development - Programs offering certification and tuition support, digital on-demand ...

Puresoft, Inc.

Full Stack Java Developer

Columbus, OH · On-site

$49 - $63.25/hr

Java, Python preferred, AWS, microservices, heavy backend As a Software Engineer III at JPMorgan ... machine learning, mobile, etc.) Preferred qualifications, capabilities, and skills * Familiarity ...

Keylent Inc

Java Full stack

Columbus, OH · On-site

$50.75 - $65.50/hr

Keylent Inc is seeking a Java Full Stack developer with extensive experience in design and development. The role involves working with core Java, Spring, Spring Boot, and microservices architecture ...

Prophecy Technologies

Full Stack Developer

Columbus, OH · On-site

This role is for a Full Stack Developer focused on designing, building, and maintaining highly scalable web applications, architecting enterprise integrations, and optimizing DevOps pipelines within ...

Info Way Solutions

Java Full Stack Engineer

Columbus, OH · On-site

$50.75 - $65.50/hr

Info Way Solutions is seeking Java Full Stack Engineers at multiple experience levels to join a dynamic engineering team. The ideal candidates will have strong expertise in Java, Python, AWS, and ...

Staffingine LLC

Java Full Stack Developer

Columbus, OH · On-site

$50.75 - $65.50/hr

Java Full Stack Developer Job Location: Columbus, OH Job Type: Contract : * Java Full Stack ... Software Engineer should have general development skills, mainly in Java and JavaScript * General ...

Peraton

Full Stack & DevSecOps Engineer

Columbus, OH · On-site

$125 - $150/hr

Key Responsibilities Full Stack & Agentic AI Engineering * Design and build integrations to external sources of information, including public APIs, licensed data feeds, partner systems, customer ...

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All JobsFull Stack Machine Learning Engineer JobsFull Stack Machine Learning Engineer Jobs in Columbus, OH

Full Stack Machine Learning Engineer information

See Columbus, OH salary details

$43K

$130.2K

$184K

How much do full stack machine learning engineer jobs pay per year?

As of Sep 9, 2026, the average yearly pay for full stack machine learning engineer in Columbus, OH is $130,175.00, according to ZipRecruiter salary data. Most workers in this role earn between $107,200.00 and $152,600.00 per year, depending on experience, location, and employer.

What is a full stack machine learning engineer?

A Full Stack Machine Learning Engineer is responsible for designing, developing, and deploying machine learning models into production. They work across the entire ML pipeline, from data collection and preprocessing to model training, evaluation, and deployment using backend and frontend technologies. This role requires expertise in software engineering, data engineering, and machine learning frameworks like TensorFlow or PyTorch. Additionally, they ensure scalability, reliability, and maintainability of ML systems in real-world applications.

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

To thrive as a Full Stack Machine Learning Engineer, you need robust programming skills (Python, JavaScript), a deep understanding of machine learning algorithms, and experience with both backend and frontend development. Familiarity with frameworks like TensorFlow or PyTorch, cloud platforms (AWS, Azure, GCP), and tools such as Docker and Kubernetes, as well as relevant certifications, are highly beneficial. Strong problem-solving abilities, effective communication, and a collaborative mindset are essential soft skills for working across interdisciplinary teams. These competencies are crucial to designing, deploying, and scaling machine learning solutions in production environments while ensuring seamless integration from data to user interface.

What are some typical challenges full stack machine learning engineers face, and how do they overcome them?

Full Stack Machine Learning Engineers often encounter challenges such as integrating complex machine learning models into scalable and maintainable production systems, and ensuring efficiency across both backend and frontend components. They must address issues like managing large and varied datasets, optimizing model inference times, and adapting to fast-evolving technologies. Overcoming these hurdles often requires close collaboration with data scientists, DevOps professionals, and product teams, as well as staying updated with best practices in MLOps and system architecture. Being proactive in learning new tools and fostering effective communication are key strategies for success in this dynamic role.

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

The most popular types of Full Stack Machine Learning Engineer jobs in Columbus, OH are:

What are popular job titles related to Full Stack Machine Learning Engineer jobs in Columbus, OH?

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

What job categories do people searching Full Stack Machine Learning Engineer jobs in Columbus, OH look for?

The top searched job categories for Full Stack Machine Learning Engineer jobs in Columbus, OH are:

Full Stack Machine Learning Engineer jobs near you
Infographic showing various Full Stack Machine Learning Engineer job openings in Columbus, OH as of September 2026, with employment types broken down into 1% Internship, 1% As Needed, 73% Full Time, 22% Part Time, 2% Contract, and 1% Nights. Highlights an 82% Physical, 3% Hybrid, and 15% Remote job distribution, with an average salary of $130,175 per year, or $62.6 per hour.

Full-Stack Engineer

Columbus, OH • On-site

CapTech Consulting
IT Services • 501 - 1,000 employees
Learn more about CapTech Consultingexternal

Full-time

Medical, Retirement, PTO

Re-posted 6 days ago

Key responsibilities

  • Collaborate with team members and clients to deliver a technical solution that meet the unique needs of our clients

  • Create quality deliverables to communicate technical solutions to appropriate audiences

  • Understand and implement object-oriented design patterns

Job description

Company Description
CapTech is an award-winning consulting firm that collaborates with clients to achieve what's possible through the power of technology. At CapTech, we're passionate about the work we do and the results we achieve for our clients. From the outset, our founders shared a collective passion to create a consultancy centered on strong relationships that would stand the test of time. Today we work alongside clients that include Fortune 100 companies, mid-sized enterprises, and government agencies, a list that spans across the country.
Job Description
Full-Stack Developers at CapTech are part of a capable, highly-motivated community who strive to continuously learn the latest tools and architectures to deliver innovative solutions for our clients. We design, develop, and deliver high-quality enterprise systems, as well as systems integrations and work in a project-based consulting environment.
CapTech developers enjoy a collaborative environment and have many opportunities to learn from and share knowledge with other developers, architects, and our clients. Our solutions include API-driven clients, microservice architectures, event-driven integrations, cloud deployments, serverless applications, and web and portal front ends.
Specific responsibilities for the Full-Stack Developer position include:
  • Collaborate with team members and clients to deliver a technical solution that meet the unique needs of our clients
  • Create quality deliverables to communicate technical solutions to appropriate audiences
  • Leverage CapTech's internal programs and self-directed training to continually develop industry relevant knowledge and skills
  • Understand and implement object-oriented design patterns
  • Communicate effectively to team members with varying degrees of technical knowledge
  • Provide technical mentoring

Qualifications
Qualifications
  • 6+ years of experience designing, developing, and maintaining applications the Microsoft Stack OR Java
  • Hands-on experience building and consuming RESTful APIs, including API documentation with Swagger / OpenAPI
  • Strong background in database design and development, including SQL Server and NoSQL technologies such as Azure OR AWS OR GCP
  • Front-end development experience using JavaScript/TypeScript, HTML, CSS, and modern frameworks/libraries such as Angular, React, or Vue, with working knowledge of UI frameworks like Bootstrap
  • Experience with Agentic AI development- Developing agents and developing with agents
  • Experience with a Varied AI Toolset- Claude code, CodeX, Opencode, OpenClaude
  • Preferred experience with AI orchestration
  • Experience with source control systems (e.g., Git) and collaborative development workflows
  • Familiarity with multi-system integrations, distributed systems, and common enterprise integration challenges
  • Solid understanding of application performance tuning, scalability, and optimization techniques
  • Ability to clearly communicate technical concepts, designs, and solutions to both technical and non-technical stakeholders
  • Strong problem-solving skills and a commitment to clean, maintainable, and well-documented code

Additional Information
We want everyone at CapTech to be able to envision a lasting and rewarding career here, which is why we offer a variety of career paths based on your skills and passions. You decide where and how you want to develop, and we help get you there with customizable career progression and a comprehensive benefits package to support you along the way. Alongside our suite of traditional benefits encompassing generous PTO, health coverage, disability insurance, paid family leave and more, we've launched extended benefits to help meet our employees' needs.
  • Learning & Development - Programs offering certification and tuition support, digital on-demand learning courses, mentorship, and skill development paths
  • Modern Health -A mental health and well-being platform that provides 1:1 care, group support sessions, and self-serve resources to support employees and their families through life's ups and downs
  • Carrot Fertility -Inclusive fertility and family-forming coverage for all paths to parenthood - including adoption, surrogacy, fertility treatments, pregnancy, and more - and opportunities for employer-sponsored funds to help pay for care
  • Fringe -A company paid stipend program for personalized lifestyle benefits, allowing employees to choose benefits that matter most to them - ranging from vendors like Netflix, Spotify, and GrubHub to services like student loan repayment, travel, fitness, and more
  • Employee Resource Groups - Employee-led committees that embrace and incorporate diversity and inclusion into our day-to-day operations
  • Philanthropic Partnerships - Opportunities to engage in partnerships and pro-bono projects that support our communities.
  • 401(k) Matching - Generous matching and no vesting period to help you continue to build financial wellness

CapTech is committed to providing a flexible work environment and helping our employees achieve a work-life balance that suits their individual needs. Employees must be available to work onsite in a client location or a CapTech office as requested. We allow CapTech employees to work remotely when compatible with CapTech and client needs.
CapTech is an equal opportunity employer committed to fostering a culture of equality, inclusion and fairness - each foundational to our core values. We strive to create a diverse environment where each employee is encouraged to bring their unique ideas, backgrounds and experiences to the workplace. As part of this commitment, CapTech will ensure that persons with disabilities are provided reasonable accommodations. If reasonable accommodation is needed to participate in the job application or interview process, to perform essential job functions, and/or to receive other benefits and privileges of employment.
At this time, CapTech cannot transfer nor sponsor a work visa for this position. Applicants must be authorized to work directly for any employer in the United States without visa sponsorship.

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