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Bowman Consulting · 1 day ago

Data Scientist/Machine Learning Engineer - Reston, VA

Reston, VA

Full-time

Hybrid

Senior Level

5+ years exp

Bowman Consulting is seeking a Data Scientist/Machine Learning Engineer to join their team in Reston, VA. This role focuses on developing, training, and deploying machine learning models and data-driven solutions to support the organization’s AI and automation goals.

Civil EngineeringCommercial Real EstateConstructionInformation TechnologyLegalReal Estate

Growth Opportunities

H1B Sponsor Likely

Responsibilities

Partner with product, engineering, and analytics teams to translate business needs into machine learning solutions

Contribute to the organization's AI/ML strategy and model development roadmap

Collaborate with internal teams to identify data sources, develop data pipelines, and validate models

Analyze business workflows to uncover opportunities for predictive modeling, AI-powered optimization, and automation

Support and mentor analysts and developers in applying machine learning techniques to real-world challenges

Participate in cross-functional innovation and product development initiatives

Share findings and insights with business stakeholders to support data-driven decision making

Design, build, and deploy machine learning models and data pipelines across structured and unstructured datasets

Perform data wrangling, feature engineering, and exploratory data analysis to uncover patterns and model features

Conduct hypothesis testing, A/B testing, and apply statistical and predictive modeling techniques

Train and optimize supervised, unsupervised, and deep learning models for performance, scalability, and generalization

Work with ML frameworks and cloud services (e.g., Azure ML, TensorFlow, PyTorch, scikit-learn)

Develop MLOps practices for monitoring, logging, and retraining deployed models

Support the integration of models into enterprise platforms, APIs, and front-end applications

Create and maintain reusable code libraries, templates, and automation scripts to streamline the ML development lifecycle

Collaborate with DevOps and Infrastructure teams to build scalable model deployment pipelines

Design and implement performance monitoring and alerting systems for production ML models

Continuously evaluate model effectiveness and retrain as needed using feedback loops and real-world data

Ensure all work aligns with security, privacy, and compliance standards related to data handling and model governance

Document methodology, code, experiments, and model performance metrics to ensure transparency, reproducibility, and collaboration

Qualification

Machine LearningData SciencePythonMLOpsSQLData VisualizationCloud EnvironmentsStatistical AnalysisCollaborationProblem SolvingCommunication Skills

Required

Bachelor's degree in Computer Science, Data Science, Statistics, Engineering, or related field; advanced degree preferred

Minimum of five (5) years of experience in data science or machine learning engineering

Strong programming skills in Python and familiarity with SQL, R, or other data languages

Experience with data visualization tools (e.g., Power BI, Tableau, matplotlib)

Proficiency in ML tools and platforms such as scikit-learn, TensorFlow, PyTorch, or Azure ML

Experience working with cloud environments, version control systems, and MLOps tools

Preferred

Familiarity with large language models, NLP, or AI-assisted tools is a plus

Benefits

Medical, dental, vision, life, and disability insurance

401(k) retirement savings plan with company match

Paid time off, sick leave, and paid holidays

Tuition reimbursement and professional development support

Discretionary bonuses and other performance-based incentives

Employee Assistance Program (EAP), wellness initiatives, and employee discounts

Company

Bowman Consulting

Bowman Consulting is a civil engineering company that provides engineering consulting services nationwide.

Founded in 1995

Tempe, Arizona, USA

1001-5000 employees

https://bowman.com

H1B Sponsorship

Bowman Consulting has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2020 (2)