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Senior Machine Learning Engineer Jobs in Crofton, MD

Crowe LLP

Machine Learning Engineer

Washington, DC

$62K - $100K/yr

As an AI Engineering team member, you will be instrumental in advancing new features and/or solutions from the Proof of Concept stage to full production readiness. Your role involves refining and ...

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Senior Machine Learning Engineer information

See Crofton, MD salary details

$60.2K

$128K

$185.6K

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

As of Sep 2, 2026, the average yearly pay for senior machine learning engineer in Crofton, MD is $127,989.00, according to ZipRecruiter salary data. Most workers in this role earn between $105,700.00 and $145,100.00 per year, depending on experience, location, and employer.

What does a senior machine learning engineer do?

A Senior Machine Learning Engineer designs, develops, and implements machine learning models to solve complex problems. They are responsible for selecting appropriate algorithms, preprocessing data, and optimizing model performance. Additionally, they collaborate with data scientists, software engineers, and product teams to integrate machine learning solutions into production systems. Senior engineers also mentor junior team members and contribute to setting technical direction for machine learning projects.

What are some common challenges senior machine learning engineers face when deploying models to production, and how can they be addressed?

Senior Machine Learning Engineers often encounter challenges related to model scalability, maintaining performance in real-world scenarios, and ensuring reliable integration with existing systems. Addressing these challenges typically involves thorough testing, implementing robust monitoring for model drift, and collaborating closely with DevOps and software engineering teams to streamline deployment pipelines. Staying updated on best practices in MLOps and adopting tools for automated deployment and monitoring can greatly improve the reliability and efficiency of production models.

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

To thrive as a Senior Machine Learning Engineer, you need advanced knowledge of machine learning algorithms, statistical modeling, and programming languages like Python or Java, typically supported by a degree in computer science or a related field. Experience with frameworks and tools such as TensorFlow, PyTorch, scikit-learn, and cloud platforms, as well as familiarity with version control and CI/CD systems, is essential. Strong problem-solving, communication, and leadership skills help you collaborate effectively and mentor junior team members. These capabilities are crucial for designing scalable ML solutions and driving impactful results within complex, dynamic projects.

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

AspectSenior Machine Learning EngineerData Scientist
Required CredentialsBachelor's/Master's in CS, ML, or related; experience with ML frameworksBachelor's/Master's in CS, Statistics, or related; strong analytical skills
Work EnvironmentDevelops and deploys ML models in production systemsAnalyzes data, builds models, and provides insights
Industry UsageTech, finance, healthcare, e-commerceResearch, finance, marketing, tech

While both roles require strong technical skills and knowledge of machine learning, Senior Machine Learning Engineers focus more on deploying scalable ML solutions in production environments, whereas Data Scientists primarily analyze data and develop models for insights. The roles often overlap but differ in their core responsibilities and focus areas.

What are popular job titles related to Senior Machine Learning Engineer jobs in Crofton, MD?

For Senior Machine Learning Engineer jobs in Crofton, MD, the most frequently searched job titles are:

What cities near Crofton, MD are hiring for Senior Machine Learning Engineer jobs?

Cities near Crofton, MD with the most Senior Machine Learning Engineer job openings:

Senior Machine Learning Engineer jobs near you
Infographic showing various Senior Machine Learning Engineer job openings in Crofton, MD as of August 2026, with employment types broken down into 1% As Needed, 76% Full Time, 21% Part Time, and 2% Contract. Highlights an 88% Physical, 2% Hybrid, and 10% Remote job distribution, with an average salary of $127,989 per year, or $61.5 per hour.

AI/Machine Learning Engineer

Optimus Technology, Inc.

Fort George G Meade, MD • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 9 days ago

Job description

Intelligence Analysts rely on multi-step workflows that are time sensitive, detail rich, and critical to national security. As an AI/Machine Learning Engineer, you will work directly with mission users to capture these workflows, document operational decision points, and translate them into effective AI enabled capabilities.
You will design and implement solutions that may include LLM powered workflows, agent based automation, or hybrid approaches depending on mission needs. Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed decision making in high tempo enviornments.
You'll collaborate with operators, analysts, developers, and mission leadership to ensure solutions integrate cleanly with existing systems, perform reliably in production, and adhere to security and governance expectations of classified enviornments.
Required Skills:
-Experience capturing user workflows and translating them into structured process maps, automation requirements, or executable logic.
-Experience designing or implementing LLM based on agentic workflows, including multi-step reasoning, tool integrations, and orchestration.
-Experience integrating AI systems with APIs, enterprise data stores, or mission platforms.
-Experience with programming languages such as Python.
Desired Skills:
-Experience engineering AI capabilities on premise or multi classification enviornments.
-Experience with AWS or Azure, including work in restricted or classified environments.
-Experience with AI/LLM development framework such as LangChain, LangGraph, PydanticAI, or CrewAI
-Experience with ML frameworks such as PyTorch, TensorFlow, vLLM, or llama.cpp.
-Experience with cyber or intelligence workflows, operational data types, or mission oriented analytical processes.
Optimus Technology is a SDVO (Service-Disabled Veteran-Owned) small business founded in 2010. We are known for our exceptionally talented group of Engineers and Technical experts with superior knowledge and experience in Cyber Technologies and the latest technology trends. Our dedication in pairing the right Optimus Technologist with the right customer solution is at the core of our Partnership commitment and critical to the performance and satisfaction of our employees, the pinnacle of the Optimus culture.
Why us?
We strive to provide the best well-rounded benefits package available.
  • Premium health, dental, and vision package
  • Company funded HRA
  • 401k company contributions
  • Employer paid group term life insurance policy
  • Tuition assistance and career development
  • Short-term and long-term disability
  • Paid time off
  • Referral bonuses
  • Company outings, giveaways & more

Optimus practices a policy of non-discrimination and is fully committed to the principles of equality in employment and opportunity for all employees. Employment decisions are made without regard to age, gender, race, religion, marital status, national origin, sexual orientation, or any other non-merit based factor.

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