Entrylevel Machine Learning Engineer Jobs in Manassas, VA

EMI Advisors LLC (EMI Advisors) is a boutique technology and innovation advisory firm that harnesses disruptive solutions for the greater good. Our team works side-by-side with our client-partners to provide strategic, operational, and technical guidance across the health, human services, defense, and information technology sectors. We are mission-driven and energized by the opportunity to collaborate with smart, diverse, and passionate people every day. It is our privilege to design and build solutions that improve the health and well-being of individuals, communities, and societies.

EMI Advisors values candidates with a growth mindset: believing your talents can be developed through hard work, smart strategies, and input from others.

From your first day at EMI Advisors, you will be both challenged and empowered to make a tangible impact, contributing meaningfully to client-facing projects and the long-term products that define our company. You will play an active role in shaping, refining, and expanding EMI Advisors' core software capabilities. Working closely with data scientists, software engineers, and DevOps engineers, you will help bridge the gap between machine learning models and fully operational, real-world solutions.

This role is a strong fit if you combine deep technical skills with a genuine desire to grow and stretch what you thought was possible. You are driven by outcomes and excited by the challenge of applying software engineering and data science to problems that have real consequences. You understand that delivering client-centered solutions, communicating with clarity, and building capabilities that scale and repeat are what separate good work from lasting impact.

Your day-to-day will include:

• Developing machine learning models and custom analytic algorithms that are applied to time series, geospatial, image, video, text, and structured data.
• Orchestrating and automating complex data engineering and analytic pipelines.
• Envisioning, specifying, and designing and implementing the core product functionality.
• Conducting mission-critical work in support of clients and partners.

• BS or BA degree in Engineering, Statistics, Math, Economics, Computer Science, Data Science, Cognitive Science, or a related discipline and 2+ years of relevant experience.
• Proven track record designing and delivering data-centric systems, spanning data engineering, data cleaning, ETL pipelines, machine learning, and production analytics.
• Fluency in programming languages and libraries central to machine learning is required, with Python expertise being essential; working knowledge of frameworks such as TensorFlow, PyTorch, and/or scikit-learn is expected.
• Strong foundation in software engineering fundamentals, including algorithms, data structures, and design patterns, along with proficiency in at least one systems programming language (e.g., Go, Rust, C++, Java, or Scala).
• Hands-on experience with modern software engineering tools and practices, including Agile methodologies, version control, issue tracking, CI/CD pipelines, and debugging.
• Eligibility and willingness to obtain and maintain a Secret (or above) U.S. security clearance.

• Advanced degree (MA, PhD) in Engineering, Statistics, Math, Economics, Computer Science, Data Science, Cognitive Science, or a related discipline.
• Familiarity with client-server architectures and relevant design patterns, including asynchronous programming, REST, GraphQL, and modern frontend frameworks such as React, Vue, or Angular.
• Demonstrated experience deploying software into containerized or cloud-based environments, including familiarity with tools such as Docker, Kubernetes, infrastructure-as-code practices, and major cloud platforms.
• Background working across a range of structured and unstructured data types, such as imagery, full motion video, text, acoustic, sonar, RF, and telemetry signals.
• Experience developing agentic systems, agentic workflows, or AI agents.
• Proven ability to define, scope, plan, and see complex technical solutions through to delivery.
• Experience guiding or leading a small technical team.
• Experience delivering technology solutions in secure government environments.
• Active Secret (or above) U.S. security clearance.

• Flexible work schedule
• 401(k)
• Health benefits
• Medical and dental insurance
• Tuition assistance
• Referral program
• Paid time off

EMI Advisors is an equal opportunity employer. We prohibit discrimination and harassment of any kind. This policy applies to all employment practices within our organization, including hiring, recruiting, promotion, termination, layoff, recall, leave of absence, compensation, benefits, training, and apprenticeship. EMI Advisors makes hiring decisions based solely on qualifications, merit, and business needs at the time.