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Machine Learning Engineer Jobs in Huntsville, AL

Our team provides superior research, development, and engineering services to the Federal ... Design, develop, and deploy machine learning models to support mission-critical objectives.

Design, develop, and deploy machine learning models to support mission-critical objectives ... Experience supporting defense, engineering, scientific computing, or technical mission environments.

DevOps Engineer

Huntsville, AL · On-site

$120K - $165K/yr

You will help deploy, scale, and standardize machine learning development workflows in support of ... s Engineer, you will help architect, implement, and maintain modern ML development pipelines. You ...

Showing results 21-40

Machine Learning Engineer information

See Huntsville, AL salary details

$31K

$126.9K

$190.7K

How much do machine learning engineer jobs pay per year?

As of Aug 16, 2026, the average yearly pay for machine learning engineer in Huntsville, AL is $126,879.00, according to ZipRecruiter salary data. Most workers in this role earn between $100,000.00 and $152,700.00 per year, depending on experience, location, and employer.

What is a machine learning engineer?

Machine Learning Engineers are specialized software engineers who design, build, and deploy machine learning models and systems. They work at the intersection of software engineering and data science, transforming data-driven prototypes into scalable, production-ready solutions. Their responsibilities include data preprocessing, model selection, algorithm implementation, and optimizing models for performance and efficiency. Machine Learning Engineers often collaborate with data scientists, software developers, and other stakeholders to integrate AI technologies into products and services.

What are the key skills and qualifications needed to thrive as a machine learning engineer, and why are they important?

To thrive as a Machine Learning Engineer, you need strong programming skills (particularly in Python), a solid background in mathematics and statistics, and a degree in computer science or a related field. Experience with machine learning frameworks (such as TensorFlow or PyTorch), data processing tools, and cloud platforms is typically required. Problem-solving ability, effective communication, and adaptability are crucial soft skills for collaborating with teams and translating complex models into practical solutions. These competencies ensure the development, deployment, and continual improvement of machine learning systems that drive business value.

What does a machine learning engineer do?

A machine learning engineer maintains production systems and often works with other engineers. In this career, you work with software development methodology, use modern software development tools, and use agile practices. You also play a role in software design and architecture, so you may occasionally work with a programmer. An engineer may help to predict how a model should perform or seek out regression issues by using different test types and algorithms. To fulfill your duties and responsibilities, you work on a computer and use an array of skills and programs to carry out these tests.

What are some common challenges faced by machine learning engineers when deploying models to production?

Machine Learning Engineers often encounter challenges such as ensuring model scalability, maintaining data consistency between training and production environments, and monitoring model performance over time. Integrating models into existing software infrastructure may require collaboration with DevOps and software engineering teams to address issues like latency, version control, and resource allocation. Additionally, ongoing model maintenance is crucial to prevent model drift and ensure that predictions remain accurate as new data becomes available.

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

AspectMachine Learning EngineerData Scientist
CredentialsBachelor's or Master's in CS, Data Science, or related; experience with ML frameworksBachelor's or Master's in Statistics, Data Science, or related; strong analytical skills
Work EnvironmentDevelops scalable ML models, deploys algorithms into productionAnalyzes data, builds models, interprets data insights
Industry UsageTech companies, startups, AI-focused firmsFinance, healthcare, marketing, research organizations

While both roles work with data and machine learning, Machine Learning Engineers focus on building and deploying scalable ML models in production environments. Data Scientists primarily analyze data, create models, and generate insights. The roles often overlap but differ in their core responsibilities and focus areas.

What are the most commonly searched types of Machine Learning Engineer jobs in Huntsville, AL?

The most popular types of Machine Learning Engineer jobs in Huntsville, AL are:

What are popular job titles related to Machine Learning Engineer jobs in Huntsville, AL?

For Machine Learning Engineer jobs in Huntsville, AL, the most frequently searched job titles are:

What cities near Huntsville, AL are hiring for Machine Learning Engineer jobs?

Cities near Huntsville, AL with the most Machine Learning Engineer job openings:

Infographic showing various Machine Learning Engineer job openings in Huntsville, AL as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution, with an average salary of $126,879 per year, or $61 per hour.

AI/ML Engineer

Starfish

Redstone Arsenal, AL

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 15 days ago


Job description

Torch Technologies

Thank you for your interest in employment with Torch Technologies. We are a 100% employee-owned, Certified Great Place To Work and named Best Places to Work in Huntsville/Madison County, headquartered in Huntsville, AL. Our team provides superior research, development, and engineering services to the Federal Government and Department of War. As one of the nation's top 100 defense companies, the services we provide directly support the men and women who serve our country. Our corporate mission sums up the pride our employee-owners take in the work we do: "Lighting the Pathway of Freedom". And, as a Certified Evergreen ESOP, we have made the commitment to grow and sustain our company for the next 100 years! Come grow with us!

Torch Technologies is seeking a highly analytical and mathematically minded Artificial Intelligence/Machine Learning (AI/ML) Engineer to join our AI/ML team. The candidate will support the Missile Defense Agency's (MDA) Ground Test scenario design team. Our team is comprised of scenario design engineers, software developers, sys admins, and the AI/ML team. We work together to produce test scenarios that provide data for decisions on the MDSdevelopment and readiness. Our AI/ML team develops models and tools that enhance our design process, enabling us to "Go Fast, Think Big".

The team is committed to developing solutions that are grounded in a deep understanding of the underlying algorithms, data, and systems. We prioritize explainability, reliability, and rigor in our work, and are seeking an AI/ML Engineer who shares these values. If you're passionate about applying AI/ML to complex problems and driving technical innovation, this role offers a unique opportunity to make a meaningful impact.

As an AI/ML Engineer, your duties will include the following, but are not limited to:

  • Design, develop, and deploy machine learning models to support mission-critical objectives.

  • Analyze and optimize model performance, identify areas for improvement, and implement data-driven solutions.

  • Collaborate with cross-functional teams to integrate machine learning solutions into existing systems and workflows.

  • Develop and maintain scalable, high-quality code using Python and related technologies.

  • Research and apply emerging AI/ML technologies, frameworks, and methodologies to drive innovation.

  • Critically evaluate machine learning systems, including model assumptions, explainability, and potential biases.

  • Contribute to best practices, technical standards, and methodologies for AI/ML development and deployment.

  • Support technical documentation, reporting, and presentation of findings to internal and external stakeholders.

Required Qualifications

  • U.S. Citizenship.

  • Bachelor's Degree or higher in Mathematics, Computer Science, Computer Engineering, Physics, Data Science, or related STEM field.

  • 5+ years of relevant experience developing AI/ML models and machine learning solutions.

  • Ability to obtain and maintain a Secret security clearance

  • Experience with machine learning frameworks such as PyTorch and advanced modeling strategies.

  • Strong analytical, critical thinking, and problem-solving skills.

  • Ability to work independently and collaboratively in a team environment.

  • Excellent written and verbal communication skills with the ability to explain complex technical concepts clearly.

  • Experience supporting defense, engineering, scientific computing, or technical mission environments.

Preferred Qualifications

  • Experience supporting DoW or Federal programs.

  • Familiarity with structured data analysis, simulations, or scientific computing environments.

  • Experience applying AI/ML solutions to complex real-world problems.

  • Interest or experience in explainable AI, interpretable modeling, or advanced AI techniques.

  • Experience working with cross-functional engineering and technical teams.

  • Strong technical documentation, briefing, and reporting experience.

  • Strong self-directed learning skills with the ability to independently research and synthesize advanced technical concepts.

  • Experience with state-of-the-art agentic coding architectures and tools.

Schedule: M-F; 8-5

Work Location: Huntsville, AL

Travel: Yes, 0%-10%

Relocation Assistance Available: No

Position Contingent Upon Award of Contract: No

#LI-DK1


Benefits:

Torch Technologies is proud to offer a stable and professional work environment, a competitive salary, and an excellent, comprehensive benefit package including: ESOP participation, 401(k) match, medical, dental, vision, life insurance, short-term disability, long-term disability, flexible spending accounts, Health Saving Accounts and Health Reimbursement Accounts, EAP, education assistance, paid time off, and holidays.

Applying to Torch Technologies:

Only those candidates invited for an interview will be contacted. Employment at Torch Technologies is contingent upon the successful completion of a comprehensive background check.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. Torch Technologies, Inc. participates in E-Verify.

If you are a qualified individual with a disability or a disabled veteran, you have the right to request a reasonable accommodation if you are unable or limited in your ability to use or access Careers Link as a result of your disability. You can request reasonable accommodations by sending an email to HR@torchtechnologies.com. Thank you for your interest in Torch Technologies.