AI Product Engineer Jobs in Maryland
AI Product Engineer jobs in Maryland concentrate in the Baltimore-Columbia corridor, the D.C. suburbs of Bethesda and Rockville, and the Annapolis tech cluster, where employers like Leidos, Northrop Grumman, and Johns Hopkins Applied Physics Laboratory maintain substantial engineering operations. Demand is strongest in AI-driven systems integration, machine learning platform development, and intelligent product roadmap engineering, reflecting Maryland's deep federal contracting and defense-adjacent ecosystem. Openings range from mid-level individual contributors to senior principal roles, making it one of the more active markets on the East Coast for this specialty. Scan the live roles below and apply to whichever ones fit.
Find AI Product Engineer JobsOverview
Showing 5 of 27+ AI Product Engineer jobs
Build to something to be proud of.
Captivation has built a reputation on providing customers exactly what is needed in a timely manner. Our team of engineers take pride in what they develop and constantly innovate to provide the best solution. Captivation is looking for software developers who can get stuff done while making a difference in support of the mission to protect our country.
Description
Captivation Software is looking for a mid level AI/ML engineer who will be responsible for designing, creating, testing, and productizing AI/ML algorithms to solve business challenges
Responsibilities
- Select appropriate data sets
- Perform statistical analysis
- Run machine learning algorithms
- Use results to improve models
- Train and retrain systems when needed
- Experience in working with various ML libraries and packages
- Run standard test and evaluation protocols
- Provide system integration oversight
- Oversee Test and evaluation of AI and ML algorithms through an iterative design process to meet verification and validation requirements
- Research and implement a broad range of AI and ML algorithms and tools
- Design or Select appropriate data and knowledge representation methods
- Recognize software architecture, data modelling, and data structures
- Transform and convert data science prototypes into scalable solutions
- Verify data and model output quality
- Identify differences in data distribution that affect model performance
Requirements
Security Clearance:
- Must currently hold a Top Secret/SCI U.S. Government security clearance with a favorable Polygraph, therefore all candidates must be a U.S. citizen
Minimum Qualifications:
- Five (5) years of experience deploying machine learning algorithms is required.
- A Master's or Ph.D. degree in advanced math, artificial intelligence, data science, computer science or deep learning from an accredited college or university is required.
- 5 additional years machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.
Required Skills:
- Demonstrated abilities in software engineering and AI/ML model test and evaluation.
This position is open for direct hires only. We will not consider candidates from third party staffing/recruiting firms.
Benefits
- Annual Salary: $130,000 - $270,000 (Depends on the Years of Experience)
- Up to 20% 401k contribution (No Matching Required and Vested from Day 1)
- Above Market Hourly Rates
- $3,600 HSA Contribution
- 6 Weeks Paid Time Off
- Company Paid Employee Medical/Dental/Vision Insurance/Life Insurance/Short-Term & Long-Term Disability/AD&D
Build to something to be proud of.
Captivation has built a reputation on providing customers exactly what is needed in a timely manner. Our team of engineers take pride in what they develop and constantly innovate to provide the best solution. Captivation is looking for software developers who can get stuff done while making a difference in support of the mission to protect our country.
Description
Captivation Software is looking for a mid level AI/ML engineer who will be responsible for designing, creating, testing, and productizing AI/ML algorithms to solve business challenges
Responsibilities
- Select appropriate data sets
- Perform statistical analysis
- Run machine learning algorithms
- Use results to improve models
- Train and retrain systems when needed
- Experience in working with various ML libraries and packages
- Run standard test and evaluation protocols
- Provide system integration oversight
- Oversee Test and evaluation of AI and ML algorithms through an iterative design process to meet verification and validation requirements
- Research and implement a broad range of AI and ML algorithms and tools
- Design or Select appropriate data and knowledge representation methods
- Recognize software architecture, data modelling, and data structures
- Transform and convert data science prototypes into scalable solutions
- Verify data and model output quality
- Identify differences in data distribution that affect model performance
Requirements
Security Clearance:
- Must currently hold a Top Secret/SCI U.S. Government security clearance with a favorable Polygraph, therefore all candidates must be a U.S. citizen
Minimum Qualifications:
- Five (5) years of experience deploying machine learning algorithms is required.
- A Master's or Ph.D. degree in advanced math, artificial intelligence, data science, computer science or deep learning from an accredited college or university is required.
- 5 additional years machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.
Required Skills:
- Demonstrated abilities in software engineering and AI/ML model test and evaluation.
This position is open for direct hires only. We will not consider candidates from third party staffing/recruiting firms.
Benefits
- Annual Salary: $130,000 - $270,000 (Depends on the Years of Experience)
- Up to 20% 401k contribution (No Matching Required and Vested from Day 1)
- Above Market Hourly Rates
- $3,600 HSA Contribution
- 6 Weeks Paid Time Off
- Company Paid Employee Medical/Dental/Vision Insurance/Life Insurance/Short-Term & Long-Term Disability/AD&D
See All 27 AI Product Engineer Jobs in Maryland
Find roles in Maryland that match your experience and apply in just a few clicks.
Find AI Product Engineer JobsAI Product Engineer Jobs by City in Maryland
Where Maryland roles are concentrated, by current openings.
AI Product Engineer Job Market in Maryland
A snapshot from current Maryland openings, updated as new roles post.
Who's Hiring
What Maryland Employers Look For
The qualifications that appear most often in AI product engineer jobs across Maryland.
- Bachelor's or master's degree in computer science, AI, or a related engineering discipline
- Demonstrated experience building or shipping AI-powered products in a cross-functional team
- Proficiency with machine learning frameworks such as PyTorch, TensorFlow, or similar tools
- Ability to obtain or currently hold a U.S. security clearance preferred by many Maryland employers
- Experience translating product requirements into scalable AI system architectures
- Familiarity with agile development workflows and modern MLOps deployment practices
AI Product Engineer Jobs in Maryland: Frequently Asked Questions
How do you become a ai product engineer in Maryland?
The most direct path is a bachelor's or master's degree in computer science, AI, or software engineering, followed by experience shipping AI-integrated products. Maryland does not require a state-issued license for this role. Many candidates build their foundation through programs at University of Maryland College Park or Johns Hopkins, then move into product or systems engineering roles at federal contractors or the state's growing commercial tech sector before advancing to dedicated ai product engineer positions.
Which companies hire ai product engineers in Maryland?
Companies currently hiring ai product engineers in Maryland include Johns Hopkins University Applied Physics Laboratory, Leidos, and GEICO, per current listings on Migrate Mate as of September 2026. Maryland's concentration of federal agencies and defense contractors creates consistent demand that supplements hiring at commercial and healthcare technology employers across the state.
Which Maryland cities have the most ai product engineer jobs?
The cities with the most ai product engineer openings in Maryland are Laurel, Bethesda, and Baltimore. The Baltimore-to-D.C. corridor drives most of the distribution, anchored by Leidos and Northrop Grumman in the suburbs and a growing cluster of health tech and biotech firms in Baltimore, while smaller concentrations in Annapolis and Rockville reflect both government agency proximity and established technology campuses there.
Are there remote ai product engineer jobs in Maryland?
Yes, and more than most fields. About 71% of ai product engineer openings tied to Maryland are remote or hybrid as of September 2026, reflecting how much of this work involves software, product strategy, and collaborative digital tools rather than on-site hardware. The most remote-friendly sub-areas tend to be AI platform development and product management roles, while positions requiring access to classified systems or secure facilities remain predominantly on-site.
How can I get hired as a ai product engineer in Maryland with little or no experience?
The most realistic entry path is through a product management associate or junior machine learning engineer role at one of Maryland's major federal contractors, such as Leidos or SAIC, which run structured new-graduate programs for engineering talent. Building a portfolio of AI projects, contributing to open-source tools, and pursuing credentials like a product management certification or a cloud provider's ML specialty can help candidates stand out. Adjacent roles in data analysis, software engineering, or business systems analysis at Maryland employers often serve as a bridge into ai product engineering within one to two years.
Where can I find and apply to ai product engineer jobs in Maryland?
You can find and apply to ai product engineer jobs in Maryland on Migrate Mate, which lists current Maryland openings. Search the roles available, find the ones that fit your background and location, and apply directly through the listings.
See All 27 AI Product Engineer Jobs in Maryland
Find roles in Maryland that match your experience and apply in just a few clicks.
Find AI Product Engineer Jobs