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Data Science Machine Learning Jobs in Maryland (NOW HIRING)

iNovex Information Systems

Data Scientist 3

Annapolis, MD · On-site

$157K - $215K/yr

Job Brief Data Science, Machine Learning Are you VIGILANT about your career? RealmOne definitely is! RealmOne was built on the principle that people matter first and foremost. We believe in providing ...

WSSC Water

Data Scientist

Laurel, MD

Stays updated on the latest developments in data science, machine learning, and related technologies * Identifies and recommends opportunities for process improvement and innovation * Documents ...

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Data Science Machine Learning information

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$36.4K

$119.1K

$190.7K

How much do data science machine learning jobs pay per year?

As of May 28, 2026, the average yearly pay for data science machine learning in Maryland is $119,123.00, according to ZipRecruiter salary data. Most workers in this role earn between $95,600.00 and $132,000.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a Data Science Machine Learning professional, and why are they important?

To thrive as a Data Science Machine Learning professional, you need a strong background in statistics, programming (usually Python or R), and a solid understanding of machine learning algorithms, often supported by a degree in computer science, mathematics, or a related field. Familiarity with tools like TensorFlow, scikit-learn, SQL databases, and cloud platforms, as well as certifications such as AWS Certified Machine Learning, are typically valuable. Critical thinking, problem-solving, and effective communication are vital soft skills for interpreting data and collaborating with stakeholders. These skills enable professionals to develop robust models, extract actionable insights, and drive data-driven decision-making in organizations.

What are some common challenges faced when deploying machine learning models as a Data Science Machine Learning professional?

A frequent challenge in this role is bridging the gap between building accurate models in a controlled environment and deploying them effectively in production systems. Issues such as data drift, model performance degradation, and integration with existing IT infrastructure often arise. Collaboration with engineering and IT teams is crucial to ensure models are scalable, maintainable, and secure. Regular monitoring and updating of deployed models are also essential responsibilities to sustain their value to the business.

What is data science machine learning?

Data science machine learning refers to the use of algorithms and statistical models to analyze and draw insights from complex data sets. In this field, professionals use machine learning techniques to build predictive models, automate decision-making processes, and uncover patterns in data. Machine learning is a core component of data science, enabling systems to improve their performance over time without being explicitly programmed. Data scientists with machine learning expertise are in high demand across industries like healthcare, finance, and technology.

What is the difference between Data Science Machine Learning vs Data Analyst?

AspectData Science Machine LearningData Analyst
Required SkillsProgramming (Python, R), statistics, machine learning algorithmsData visualization, SQL, basic statistics
Work EnvironmentDeveloping models, coding, experimenting with algorithmsData reporting, dashboard creation, data cleaning
Industry UsageTech, finance, healthcare, where predictive models are neededBusiness intelligence, marketing, operations

Data Science Machine Learning professionals focus on building predictive models and algorithms using programming and advanced statistics, often working on complex projects. Data Analysts primarily interpret data through visualization and reporting to support business decisions. While both roles require data skills, Data Science Machine Learning involves more technical programming and modeling, whereas Data Analysts focus on data interpretation and presentation.

What are popular job titles related to Data Science Machine Learning jobs in Maryland? For Data Science Machine Learning jobs in Maryland, the most frequently searched job titles are:
What job categories do people searching Data Science Machine Learning jobs in Maryland look for? The top searched job categories for Data Science Machine Learning jobs in Maryland are:
What cities in Maryland are hiring for Data Science Machine Learning jobs? Cities in Maryland with the most Data Science Machine Learning job openings:
Data Science Machine Learning jobs near you
Infographic showing various Data Science Machine Learning job openings in Maryland as of May 2026, with employment types broken down into 96% Full Time, 2% Part Time, and 2% Contract. Highlights an 53% Physical, 4% Hybrid, and 43% Remote job distribution, with an average salary of $119,123 per year, or $57.3 per hour.

Artificial Intelligence / Machine Learning Research and Development Engineer

Penn State University

Annapolis Junction, MD • On-site

$76.70K - $129.50K/yr

Other

This job post has expired today. Applications are no longer accepted.

Penn State University rating

8.0

Company rating: 8.0 out of 10

Based on 98 frontline employees who took The Breakroom Quiz

146th of 528 rated colleges and universities

Job description

Data Scientist

The Cyber Innovation, Analytics, and Operations Department within the Information Advantage Office (IAO) at the Applied Research Laboratory (ARL) at Penn State is looking for talented, experienced, and highly motivated Data Scientists to assist in providing its customers with state-of-the-art solutions. In this position you will research, develop, and deliver algorithmic, machine learning, and artificial intelligence based approaches to solve complex sponsor problems.

ARL is an authorized DoD SkillBridge partner and welcomes all transitioning military members to apply.

You will:

  • Design, develop, and research machine learning systems, models, and schemes
  • Study, transform, and apply state-of-the-art machine learning prototypes to sponsor specific domains collection and data modeling
  • Visualize data for deeper insights
  • Generate and present technical research reports and briefings
  • Performing statistical analysis in support of pattern of life and anomaly detection
  • Build high quality software prototypes integrated with our various research and pre-production software environments

The selected candidates will assume a technical role and will interact with other ARL staff and sponsors, spending a majority of the time working in a classified environment in Annapolis Junction, MD, State College, PA or Reston, VA. Periodic travel to sponsor sites may be required.

ARL is an authorized DoD SkillBridge partner and welcomes all transitioning military members to apply.

This position can be filled at multiple levels, depending upon your education and experience. Minimally requires a Bachelor's degree in an Engineering or Science discipline. Additional experience and/or education are required for higher level jobs. A Master's degree is preferred.

Additional responsibilities of higher level positions include:

  • Supervise the work of lower level staff and undergraduate student
  • Perform tasks of a larger scope and lead specific tasks within the project scope

Experience in the following is required:

  • Data science/algorithm development
  • Data science / Machine Learning languages, to include Python
  • Research, development, and implementation of machine learning models

Experience in the following is preferred:

  • Training and optimizing ML algorithms on GPU hardware architectures, specifically NVIDIA based
  • Statistics, linear algebra, and data structures
  • Exploratory data analysis and visualization
  • Data science / Machine Learning tools to include Pandas, PyTorch/TensorFlow, NumPy, MatPlotLib, SQL, FastAPI
  • Software Development tools to include Git, Docker, Kubernetes, SSH
  • Active TS/SCI Clearance

ARL at Penn State is an integral part of one of the leading research universities in the nation and serves as a University center of excellence in defense science, systems, and technologies with a focus in naval missions and related areas.

You will be subject to a government security investigation, and you must be a U.S. citizen to apply. Employment with the ARL will require successful completion of a pre-employment drug screen.

**The proposed salary range may be impacted by geographic differential.**

The salary range for this position, including all possible grades is:

$76,700.00 - $129,500.00

Salary Structure - additional information on Penn State's job and salary structure.

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