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Entry Level Machine Learning Engineer Jobs in Fredericksburg, VA

ManTech

Model-Based Systems Engineer

Stafford, VA · On-site

$77K - $128K/yr

Occasionally move about inside the office to access file cabinets, office machinery, or to ... Learning and Development opportunities, wellness programs as well as other optional benefit ...

Faulconer Construction

Project Engineer

Fredericksburg, VA · On-site

$60K - $75K/yr

... learning how to complete Cost to Completes on a project-specific basis * Document, maintain, and ... Will be exposed to various weather conditions, working around moving machinery/equipment, excessive ...

ManTech International

Simulation Developer

Quantico, VA · On-site

$91K - $153K/yr

Needs to occasionally move about inside the office to access file cabinets, office machinery, etc ... Learning and Development opportunities, wellness programs as well as other optional benefit ...

ManTech

Simulation Developer

Quantico, VA

$91K - $153K/yr

Needs to occasionally move about inside the office to access file cabinets, office machinery, etc ... Learning and Development opportunities, wellness programs as well as other optional benefit ...

Connelly and Associates

Driller Helper

Mitchells, VA

$19 - $22/hr

This entry-level role offers you the unique opportunity to build a long-term career while learning to operate advanced heavy machinery. You will work alongside experienced professionals who ...

Connelly and Associates

Driller Helper

Stevensburg, VA · On-site

$19 - $22/hr

This entry-level role offers you the unique opportunity to build a long-term career while learning to operate advanced heavy machinery. You will work alongside experienced professionals who ...

Connelly and Associates

Driller Helper

Elkwood, VA

$19 - $22/hr

This entry-level role offers you the unique opportunity to build a long-term career while learning to operate advanced heavy machinery. You will work alongside experienced professionals who ...

ManTech

Facilities Technician

Quantico, VA · On-site

$70K - $116K/yr

Prior military experience in infrastructure or engineering fields, such as Navy Machinist's Mate ... Learning and Development opportunities, wellness programs as well as other optional benefit ...

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All JobsMachine Learning Engineer JobsEntry Level Machine Learning Engineer JobsEntry Level Machine Learning Engineer Jobs in Fredericksburg, VA

Entry Level Machine Learning Engineer information

See Fredericksburg, VA salary details

$29.5K

$68.2K

$116K

How much do entry level machine learning engineer jobs pay per year?

As of Aug 9, 2026, the average yearly pay for entry level machine learning engineer in Fredericksburg, VA is $68,210.00, according to ZipRecruiter salary data. Most workers in this role earn between $50,600.00 and $77,200.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as an entry level machine learning engineer?

To thrive as an Entry Level Machine Learning Engineer, you need a solid understanding of machine learning algorithms, programming languages like Python, and a degree in computer science, engineering, or a related field. Familiarity with tools such as TensorFlow, PyTorch, scikit-learn, and version control systems like Git is highly valuable, and completing online courses or certifications can further demonstrate your skills. Strong analytical thinking, attention to detail, and effective communication are important soft skills in this role. These abilities are essential because they enable you to build accurate models, work collaboratively with teams, and communicate insights to stakeholders.

What are some typical projects or tasks an entry level machine learning engineer might work on?

As an Entry Level Machine Learning Engineer, you’ll often work on tasks such as data preprocessing, feature engineering, and assisting in training and evaluating models under the guidance of senior engineers or data scientists. You may help develop prototypes, automate data collection pipelines, and collaborate with software engineers to integrate machine learning solutions into products. Working in this role typically involves frequent collaboration in a team environment, participating in code reviews, and learning best practices for scalable model deployment. These foundational experiences are designed to build your technical expertise and set the stage for future growth within the field.

What is an entry level machine learning engineer?

An Entry Level Machine Learning Engineer is responsible for developing, testing, and deploying machine learning models under the guidance of senior engineers. They work with datasets, implement algorithms, and optimize model performance. Their role often involves data preprocessing, feature engineering, and collaborating with data scientists and software engineers. Strong programming skills in Python, knowledge of ML frameworks like TensorFlow or PyTorch, and an understanding of statistics and algorithms are essential. This position serves as a foundation for building expertise in artificial intelligence and data-driven decision-making.

What job categories do people searching Entry Level Machine Learning Engineer jobs in Fredericksburg, VA look for? The top searched job categories for Entry Level Machine Learning Engineer jobs in Fredericksburg, VA are:
What cities near Fredericksburg, VA are hiring for Entry Level Machine Learning Engineer jobs? Cities near Fredericksburg, VA with the most Entry Level Machine Learning Engineer job openings:
Entry Level Machine Learning Engineer jobs near you
Infographic showing various Entry Level Machine Learning Engineer job openings in Fredericksburg, VA as of August 2026, with employment types broken down into 33% Internship, and 67% Full Time. Highlights an 33% In-person, 34% Hybrid, and 33% Remote job distribution, with an average salary of $68,210 per year, or $32.8 per hour.

Model-Based Systems Engineer

ManTech

Stafford, VA • On-site

$77K - $128K/yr

Full-time

Medical, Life, Retirement, PTO

Posted 4 days ago

ManTech rating

9.0

Company rating: 9.0 out of 10

Based on 14 frontline employees who took The Breakroom Quiz

33rd of 242 rated software companies

Job description

Description & Requirements
Shape the future of defense with MANTECH! Join a team dedicated to safeguarding our nation through advanced tech and innovative solutions. Since 1968, we've been a trusted partner to the Department of Defense, delivering cutting-edge projects that make a real impact. Dive into exciting opportunities in Cybersecurity, IT, Data Analytics and more. Propel your career forward and be part of something extraordinary. Your journey starts now-protect and innovate with MANTECH!

MANTECH seeks a motivated, career and customer-oriented Model-Based Systems Engineer to join our USMC contract out of Quantico, VA.

MANTECH is responsible for assisting our government customer and ensuring that material solutions developed or acquired by Marine Corps Systems Command (MCSC) are system engineered, integrated, interoperable, and certified to provide the warfighter with equipment required to accomplish their mission. To do that, MANTECH assists our customer to conduct the detailed systems engineering analysis, establishes technical policies and guidance across the Command, and manage the technical investigation and distributed planning required to deliver world class Marine Air Ground Task Force (MAGTF) systems capabilities to the warfighter.

Responsibilities include but are not limited to:

  • Support MBSE-related technical and strategy discussions.

  • Develop Digital Engineering Models and Marine Corps compliant systems engineering artifacts with Senior Engineer oversight.

  • Participate in multiple systems engineering projects and accurately represent stakeholder interests

  • Consolidate and report project status updates and issues.

  • Provide technical support to MBSE development projects, including communicating Systems Engineering Technical Review (SETR) events.

  • Prepare and maintain technical systems or program documentation, integrated master schedules, comment resolution matrices, presentations, and training material.

  • Plan, coordinate, and participate in MBSE meetings and events

Minimum Qualifications:

  • Bachelor's Degree in a Scientific, Engineering, or Technical area and at least 4 years of Digital Engineering or Model-Based Systems Engineering experience. Additional 2 years of experience may be substituted in lieu of degree.

  • Ability to learn Cameo System of Systems Architect or other MBSE tools

  • Familiarity with one or more of the following: UML, SysML, UAF, UPDM, BPMN, IDEF

  • Superior written and oral communication skills.

  • Ability to think critically, problem-solve, and influence others to achieve desired results for the project.

  • Capable of working collaboratively on multiple projects simultaneously

Preferred Qualifications:

  • Have knowledge of Marine Corps Systems Engineering Processes, including the relationship between MCSC and DC, CD&I.

  • Familiarity with the MCSC Acquisition Guidebook.

  • Knowledge of Marine Corps concepts, practices, procedures, systems and interfaces

Clearance Requirements:

  • Must have a current / active DoD Secret Clearance.

Physical Requirements:

  • The person in this position must be able to remain in a stationary position 50% of the time. Occasionally move about inside the office to access file cabinets, office machinery, or to communicate with co-workers, management, and customers, via email, phone, and or virtual communication.


The projected compensation range for this position is $77,200.00-$128,800.00. There are differentiating factors that can impact a final salary/hourly rate, including, but not limited to, Contract Wage Determination, relevant work experience, skills and competencies that align to the specified role, geographic location (For Remote Opportunities), education and certifications as well as Federal Government Contract Labor categories.  In addition, MANTECH invests in its employees beyond just compensation.  MANTECH's benefits offerings include, dependent upon position, Health Insurance, Life Insurance, Paid Time Off, Holiday Pay, short-term and long-term Disability, Retirement and Savings, Learning and Development opportunities, wellness programs as well as other optional benefit elections.

MANTECH considers all qualified applicants for employment without regard to disability or veteran status or any other status protected under any federal, state, or local law or regulation.
If you need a reasonable accommodation to apply for a position with MANTECH, please email us at careers@mantech.com and provide your name and contact information.

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