ML Software Engineer Jobs in Maryland
ML Software Engineer jobs in Maryland are among the most active in the Mid-Atlantic, concentrated in defense technology, federal health data systems, and cybersecurity-adjacent AI work. The heaviest hiring runs from the Baltimore metro and Annapolis corridor to the Washington, D.C. suburbs in Montgomery and Prince George's counties, where employers like Northrop Grumman, Leidos, and Johns Hopkins Applied Physics Laboratory maintain large engineering workforces. Demand is strongest for engineers specializing in natural language processing, computer vision, and MLOps pipeline development. Scan the live roles below and apply to whichever ones fit.
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- Collaborate cross-functionally working directly with end users to understand requirements and with researchers to align development with real-world neds.
- Build the CI/CD and packaging around Python on NVIDIA Triton Inference Server, with TensorRT execution providers and Business Logic Scripting (BLS) in-service pipelines.
- Tune pipelines for throughput, and support them through customer transition.
- Review and test software components against design requirements.
- Create comprehensive user documentation and establish deployment best practices.
- Resolve system problem reports and contributes to system design, including hardware/software trade-offs, software reuse, infrastructure-as-code, and requirements analysis from the system level down to individual components.
Required Skills/Experience:
- Bachelor’s Degree in Computer Science or a related discipline. 14+ years of software engineering experience. Four (4) years of additional software development experience on comparable projects may be substituted for a bachelor's degree.
- Strong Python experience
- Solid understanding of DevOps practices and CI/CD pipelines
- Intermediate/Advanced experience with containerization (Docker) container creation and performance optimization
- Beginner/Intermediate experience with orchestration tools such as Kubernetes
- Experience taking projects from prototype to production
- Strong communication skills for technical and non-technical audiences
- Self-motivated with ability to work independently and collaboratively
- Software Development experience: C++, Java, GoLang, CUDA
- Experience supporting production ML systems
- Familiarity with ML domains: Natural Language Processing, Computer Vision, Automated Speech Recognition, or Video Processing
- Knowledge of model formats and optimization (ONNX, TensorRT)
complex and diverse software systems (e.g., processing-intensive
analytics, novel algorithm development, manipulation of extremely
large data sets, real-time systems, and business management
information systems) based upon documented requirements. Works
individually or as part of a team. Reviews and tests software
components for adherence to the design requirements and documents
test results. Resolves software problem reports. Utilizes software
development and software design methodologies appropriate to the development environment. Provides specific input to the software
components of system design to include hardware/software tradeoffs, software reuse, use of Commercial Off-the-shelf
(COTS)/Government Off-the-shelf (GOTS) in place of new
development, and requirements analysis and synthesis from system
level to individual software components.
(U)(U) Analyze user requirements to derive software design and performance requirements
(U) Debug existing software and correct defects
(U) Provide recommendations for improving documentation and software development process
standards
(U) Design and code new software or modify existing software to add new features
(U) Integrate existing software into new or modified systems or operating environments
(U) Develop simple data queries for existing or proposed databases or data repositories
(U) Write or review software and system documentation
(U) Serve as team lead at the level appropriate to the software development process being used on any particular project
(U) Design or implement complex database or data repository interfaces/queries
(U) Develop or implement algorithms to meet or exceed system performance and functional
standards
(U) Assist with developing and executing test procedures for software components
(U) Develop software solutions by analyzing system performance standards, confer with users or
system engineers; analyze systems flow, data usage and work processes; and investigate problem
areas
(U) Modify existing software to correct errors, to adapt to new hardware, or to improve its
performance
(U) Design, develop and modify software systems, using scientific analysis and mathematical
models to predict and measure outcome and consequences of design
(U) Design or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints; Perform quality control on team products
(U) Implement recommendations for improving documentation and software development process standards
(U) Oversee one or more software development teams and ensure the work is completed in
accordance with the constraints of the software development process being used on any particular project
(U) Confer with system engineers and hardware engineers to derive software requirements and to
obtain information on project limitations and capabilities, performance requirements and interfaces
(U) Coordinate software system installation and monitor equipment functioning to ensure
operational specifications are met
Qualifications:
- Fourteen (14) years experience as a SWE in programs and contracts of similar scope, type, and complexity is required.
- Bachelor’s degree in Computer Science or related discipline from an accredited
- Due to federal contract requirements, United States Citizenship and position appropriate security clearance is required. (e.g. Active TS/SCI security clearance with agency appropriate polygraph).
At Wyetech, you’ll be at the center of an award-winning corporate culture, breaking technological barriers and solving real-world problems for our federal government customers. We are committed to hiring the best of the best, and in return, we offer a world-class, truly unique employee experience that is rare within our industry.
- Wyetech believes in generously supporting employees as they prepare for retirement. The company automatically contributes 20% of each employee's gross compensation to a Simplified Employee Pension (SEP) IRA, with no requirement for employee matching. All contributions are fully vested from day one, ensuring immediate ownership of retirement funds.
Additional benefits include:
- Wyetech provides a generous PTO plan of up to 200 hours annually, aligned with applicable state leave regulations. Employees have the flexibility to adjust their PTO allocation at the start of each calendar year, ensuring it meets their evolving needs.
Full-time employees have the option to participate in a variety of voluntary benefit plans including:
- A Choice of Medical Plan Options, some with Health Savings Account (HSA)
- Vision and Dental
- Life and AD&D Benefits
- Short and Long-Term Disability
- Hospital Indemnity, Accident, and Critical Illness Insurances
- Optional Identity Theft and Legal Protection Services
- Employee Referral Bonus Eligibility up to $10,000
- Mobility Among Wyetech-supported Contracts
- Various contract and work locations throughout Maryland, Virginia, Colorado, Texas, Utah, Alaska, Hawaii and OCONUS
- Various team-building events throughout the year such as: monthly lunches, summer company picnic, and an annual holiday party.
- Employees receive two complementary branded clothing orders annually.
Salary Range: $64.04 - $120.27 USD Hourly
Hourly pay rates listed for this position serve as a general guideline and are not a guarantee of compensation. Compensation will vary dependent upon factors including but not limited to: Government contract rates; education; relevant prior work experience, knowledge, skills, and competencies; certifications, and geographic location. *Hourly pay rates reflect the pre-benefit gross wage amounts.
Wyetech, LLC is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
Affirmative Action Statement:
Wyetech, LLC is committed to the principles of affirmative action in all hiring and employment for minorities, women, individuals with disabilities, and protected veterans.
Accommodations:
Wyetech, LLC is committed to providing an inclusive and accessible hiring process. If you need any accommodations during the application or interview process, please contact Brittney Wood. at 844-WYETECH x727 or staffing@wyetech.com. We are happy to provide reasonable accommodations to ensure equal access to all candidates.
Wyetech Terms and Conditions:
1. Wyetech may reach out to you via SMS messages during the course of your Wyetech candidacy.
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See All 7 ML Software Engineer Jobs in Maryland
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Find ML Software Engineer JobsML Software Engineer Jobs by City in Maryland
Where Maryland roles are concentrated, by current openings.
ML Software 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 ML software engineer jobs across Maryland.
- Bachelor's or master's degree in computer science, statistics, or a related quantitative field
- Proficiency in Python and machine learning frameworks such as TensorFlow or PyTorch
- Experience designing, training, and deploying machine learning models in production environments
- Familiarity with cloud platforms including AWS, Azure, or Google Cloud for ML workloads
- Active or obtainable U.S. security clearance, required by many Maryland defense and federal contractors
- Strong communication skills for translating model outputs into insights for non-technical stakeholders
ML Software Engineer Jobs in Maryland: Frequently Asked Questions
How do you become a ml software engineer in Maryland?
There is no state-issued license required to work as an ml software engineer in Maryland. The standard path is a bachelor's degree in computer science, data science, or a related field, followed by hands-on experience with machine learning frameworks and cloud platforms. Maryland's large defense and federal contracting sector means that obtaining a security clearance early, often facilitated through employer sponsorship at firms in the Baltimore-Washington corridor, significantly strengthens a candidate's long-term prospects in the state.
How much do ML software engineers make in Maryland?
ML software engineers in Maryland earn a median of about $138,680 a year, based on May 2025 Bureau of Labor Statistics wage data, ranging from around $87,690 for the lowest 10% to over $222,610 for the top 10%. Pay rises with experience, specialty, and employer.
Which companies hire ml software engineers in Maryland?
Companies currently hiring ml software engineers in Maryland include Peraton, Wyetech, and Solerity, per current listings on Migrate Mate as of November 2026. Maryland's concentration of federal agencies and defense contractors means many of the largest and most consistent ml software engineer employers in the state operate in national security, health informatics, and intelligence-adjacent technology.
Which Maryland cities have the most ml software engineer jobs?
The cities with the most ml software engineer openings in Maryland are Laurel, Jessup, and Columbia. The distribution is driven primarily by proximity to federal agencies, major defense contractors, and research institutions, with the D.C. suburban areas in Montgomery and Prince George's counties drawing heavy hiring and Baltimore anchoring demand through its health system and university research sector.
Are there remote ml software engineer jobs in Maryland?
Yes, and more than most fields, since ml software engineering is largely a desk and analytical discipline that translates well to distributed work. About 50% of ml software engineer openings tied to Maryland are remote or hybrid as of November 2026, though roles requiring a security clearance or access to classified systems typically require on-site or government-facility presence. Modeling, research, and data pipeline work tend to be the most remote-accessible sub-functions in Maryland listings.
How can I get hired as a ml software engineer in Maryland with little or no experience?
The most realistic entry path is through a university research role or new-grad program at one of Maryland's anchor institutions or large contractors. Johns Hopkins University, University of Maryland College Park, and Morgan State University all produce graduates who move directly into junior ml roles at affiliated research labs or nearby contractors like Leidos and SAIC, which run structured early-career programs. Building a public portfolio of applied ML projects and earning a cloud certification from AWS or Google Cloud gives candidates without deep work history a concrete differentiator when applying to associate engineer or data analyst roles that feed into ml tracks.
Where can I find and apply to ml software engineer jobs in Maryland?
You can find and apply to ml software engineer jobs in Maryland on Migrate Mate, which lists current Maryland openings in one place. Search the listings for roles that match your experience level and specialization, then apply directly to the ones that fit.
See All 7 ML Software Engineer Jobs in Maryland
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