Data Scientist Jobs in Maryland
Data Scientist jobs in Maryland are among the most active in the mid-Atlantic region, concentrated in federal contracting, life sciences, and cybersecurity, with demand at every level from junior analyst to senior machine learning engineer. The heaviest hiring runs from the Baltimore metro and Bethesda to the Columbia and Rockville corridors, where employers like Leidos, Johns Hopkins, and the Johns Hopkins Applied Physics Laboratory have deep, lasting data science practices. The most in-demand specialties right now are predictive modeling for healthcare outcomes, NLP for defense and intelligence applications, and bioinformatics. Scan the live roles below and apply to whichever ones fit.
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- This is a permanent role expected to be onsite 5 days a week.
- Apply expertise in Python, NLP frameworks, SQL, Pandas, NLTK, SPACy and LLMs.
- Query and analyze complex transactional data using SQL.
- Understand real world challenges and develop automated data solutions.
- Develop, test, and deploy new techniques for NLP understanding.
- Scalable development/deployment of ML and Generative AI approaches (such as Large Language Models).
- Determine the nature of analytic problems, evaluate options, and offer recommendations for resolution.
- Advise on the methods and data needed and/or available to evaluate the (intelligence or data) problem.
- Collaborate with data collectors and analysts to identify and close gaps in complex monitoring problems.
- Provide accurate, timely, complex, and sophisticated data analysis.
- Train and optimize NLP/LLM models and create Python based pipelines.
- Build cloud native solutions on AWS.
Minimum Qualifications:
- Ability to obtain and maintain an SSA Public Trust clearance is required.
- Master's with 10+ years, Bachelor's 12+ years, or 18+ years of relevant experience.
- Bachelor’s degree in Statistics, Applied Mathematics, Computer Science, or Information Science and industry experience in Python, SQL, NLP (spaCy/NLTK), and LLM engineering.
- Experience with Generative AI and Large Language Models (LLMs)
- Experience with ML model deployment and operations like DevOps, MLOps, LLMOps.
- Expertise with Natural Language Processing (NLP), Python, NLP frameworks, SQL, Pandas, NLTK and SPACy.
- Fluent in Python Programming, version control and collaboration with GIT, standard Python packages (ex. Pandas, numpy, matplotlib) and ML frameworks
- Knowledge of TensorFlow, PyTorch, Pandas, scikit-learn, NLTK, Azure ML (optional), and AWS EC2.
- Experience with scalable data frameworks (Apache Spark) and workflow orchestration tools (Apache Airflow).
- Expert knowledge in conducting data analysis and applying advanced statistical concepts and ML methods to build, train, test, and evaluate a variety of supervised and unsupervised analytic models.
- Proficient in extracting and manipulating data from diverse sources, including SQL databases (DB2, Oracle, SQL Server), Hadoop, and flat files.
- Experience with database management systems (e.g., PostgresSQL, MySQL, SQLite, SQL, etc.).
- Experience with NLP and Generative AI libraries (e.g., spaCy, LangChain), text annotation, and semantic frameworks.
- Excellent problem-solving skills, ability to collaborate with cross-functional teams and proven communication in written and verbal formats to various audiences to include executive leadership.
- Excellent analytical skills to identify potential risks and propose effective solutions.
- Ability to clean and process large amounts of real-world data.
- Prior experience delivering IT projects within federal or state government sectors is highly preferred.
- Experience with or a willingness to learn distributed processing via the Hadoop ecosystem (Spark, Impala, Hive).
- Experience in parallel processing such as GPU programming with CUDA.
- Experience with Natural Language Processing for anomaly detection.
- Experience using markup languages such as LaTeX, HTML, etc.
- Experience with Mathematica.
See All 110+ Data Scientist Jobs in Maryland
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Find Data Scientist JobsData Scientist Jobs by City in Maryland
Where Maryland roles are concentrated, by current openings.
Data Scientist Job Market in Maryland
A snapshot from current Maryland openings, updated as new roles post.
Who's Hiring
- Booz Allen Hamilton16
- Gormat8G
- Parsons5
- Leidos4
- Peraton4
Top Industries Hiring
- Consulting & Professional Services7
- Education4
- Aerospace & Defense4
- Government & Public Sector4
- Science & Research3
What Maryland Employers Look For
The qualifications that appear most often in data scientist jobs across Maryland.
- Bachelor's or master's degree in statistics, computer science, or a quantitative field
- Proficiency in Python or R for data analysis, modeling, and automation
- Experience with machine learning frameworks such as scikit-learn, TensorFlow, or PyTorch
- Ability to query and manage large datasets using SQL or cloud data platforms
- Familiarity with federal data handling standards or DoD security clearance eligibility
- Strong communication skills for presenting findings to non-technical Maryland agency stakeholders
Data Scientist Jobs in Maryland: Frequently Asked Questions
How do you become a data scientist in Maryland?
There is no state-issued license required to work as a data scientist in Maryland. Most Maryland employers expect at least a bachelor's degree in statistics, computer science, mathematics, or a closely related field, with a master's degree preferred for senior roles. Federal contractors and defense-oriented employers in the state frequently require or favor candidates who can obtain a security clearance, which involves a federal background investigation rather than a Maryland-specific credential.
How much do data scientists make in Maryland?
Data scientists in Maryland earn a median of about $136,370 a year, based on May 2025 Bureau of Labor Statistics wage data, ranging from around $77,930 for the lowest 10% to over $213,270 for the top 10%. Pay rises with experience, specialty, and employer.
Which companies hire data scientists in Maryland?
Companies currently hiring data scientists in Maryland include Booz Allen Hamilton, Gormat, and Parsons, per current listings on Migrate Mate as of July 2026. Maryland's concentration of federal contractors, health systems, and research universities means hiring is particularly active among employers tied to government agencies and biomedical research.
Which Maryland cities have the most data scientist jobs?
The cities with the most data scientist openings in Maryland are Annapolis Junction, Fort Meade, and Bethesda. Baltimore anchors demand through its major health systems and universities, while the Bethesda, Rockville, and Columbia corridor drives volume through federal agencies, NIH-affiliated research, and the dense cluster of defense and intelligence contractors operating throughout the I-270 and I-95 corridors.
Are there remote data scientist jobs in Maryland?
Yes, and more than most fields. About 29% of data scientist openings tied to Maryland are remote or hybrid as of July 2026, reflecting the desk-based and analytical nature of the work. Roles in commercial industries and independent research tend to offer the most location flexibility, while positions tied to classified federal contracts or on-site laboratory environments typically require in-person presence in Maryland.
How can I get hired as a data scientist in Maryland with little or no experience?
The most realistic entry path is through an analytics or data analyst role at a Maryland health system, federal contractor, or research institution, then building toward data scientist titles from there. Employers like Johns Hopkins Health System and University of Maryland Medical System regularly hire junior analysts and research data coordinators. Building a portfolio of public projects using open federal datasets, completing a master's program at a Maryland institution, or earning cloud certifications can each accelerate the transition into an entry-level data scientist position.
Where can I find and apply to data scientist jobs in Maryland?
You can find and apply to data scientist jobs in Maryland on Migrate Mate, which lists current Maryland openings. Search the available roles, identify the ones that match your background and location preference, and apply directly to the ones that fit.
See All 110+ Data Scientist Jobs in Maryland
Find roles in Maryland that match your experience and apply in just a few clicks.
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