Machine Learning Engineer

Vastly; Fairfax (VA); On-site; USD 85,000 - 115,000; Full time

Job summary

A technology company is seeking a Machine Learning Engineer in Fairfax, VA. This role involves designing and developing machine learning systems, analyzing large datasets, and collaborating with teams to integrate AI features into products. Candidates should have a Bachelor's or Master's degree in a relevant field with experience in AI/ML projects. Strong programming skills in Python or similar languages are required, along with familiarity with ML libraries. A hybrid working model is in place, requiring some on-site presence.

Qualifications

• Bachelor's degree with 4+ years or Master's degree with 2+ years of experience.
• Experience in AI, machine learning, or data analytics projects.
• Proven track record of deploying AI/ML models.

Responsibilities

• Design, build, and maintain ML models for AI applications.
• Analyze datasets to find patterns and insights.
• Collaborate with product teams for AI product development.

Skills

Programming in Python

Machine Learning

Data Analytics

Statistical Methods

Cloud Platforms

Agile Methodologies

Education

Bachelor's degree in Computer Science

Master's degree in Computer Science

Tools

TensorFlow

PyTorch

Scikit-learn

Apache Spark

Tableau

Job description

Responsible for designing and developing machine learning systems, implementing appropriate algorithms, and conducting thorough experiments. Must possess strong programming skills.

About Vastly AI

Vastly AI’s founders and thought leaders have led the design and development of some of the largest mission-critical IT systems at the Department of Homeland Security over the past 20 years. Our founders’ deep expertise in biometrics, machine learning and cloud technology has improved security and transformed the flow of goods and people through our borders, benefiting law enforcement, border security, travelers, airports, airlines and the trade community. Our cutting-edge, predictive models have also been applied in the field of sports analytics and used effectively for handicapping American thoroughbred horse racing. Vastly AI’s mission is to empower Federal and Commercial clients through cutting-edge AI/ML solutions, propelling their businesses into a future defined by unparalleled efficiency, innovation, and sustained success. Our vision is to be a global leader in transformative technology, driving innovation and positive change across industries, creating a sustainable and intelligent future.

Description

We are currently seeking a Machine Learning Engineer with a strong background in data analytics and product development to join our team to begin an exciting and challenging career in Ashburn, VA.

Responsibilities:

• Design, build, and maintain ML models for various AI applications. Continuously refine models for accuracy, efficiency, and scalability.
• Analyze large datasets to identify patterns and insights. Develop hypotheses, design experiments, and validate findings using statistical methods.
• Develop and maintain robust data pipelines ensuring data quality and usability. Collaborate with data engineering teams to optimize data infrastructure.
• Support AI product development from prototyping to deployment and monitoring. Work with product managers, designers, and QA teams to integrate AI features.
• Implement monitoring and alerting for AI model performance and product KPIs. Conduct ongoing maintenance to ensure accuracy and reliability.
• Work collaboratively within a large, Agile development team.

Qualifications

Required Skills and Experience:

• Bachelors degree in Computer Science, Data Science, Electrical Engineering, Physics, or a related field, +4 years of experience;

or

• Masters degree in Computer Science, Data Science, Electrical Engineering, Physics, or a related field, +2 years of experience.
• Experience working on AI, machine learning, or data analytics projects.
• Proven track record of developing and deploying AI/ML models in a production environment.
• Experience with product development life cycles and Agile methodologies is a plus.
• Proficiency in programming languages such as Python, R, or Java.
• Experience with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
• Experience with MLOps pipelines and CI/CD.
• Familiarity with SQL and NoSQL databases, and data processing frameworks like Apache Spark or Hadoop.
• Experience using analytics and visualization tools (e.g., Tableau, Power BI, matplotlib, Plotly).
• Knowledge of cloud platforms (AWS, Azure, or GCP) for model deployment and data storage (preferred).
• Strong problem-solving abilities and attention to detail.
• Excellent communication and interpersonal skills for cross-team collaboration.
• Ability to work independently and manage multiple projects simultaneously.
• 3-4 years of experience preferred.

Customer Requirements:

• Clearance – Ability to obtain and hold a public trust position and favorable suitability based on a CBP Background Investigation.
• Citizenship – Must be a US Citizen.
• Location – Hybrid with on-site (Ashburn, VA) visits 1-2 days per week and if a mission need. All candidates must be within the GWA/commutable area.