DeNOVO Solutions, LLC
Mid-Level Data Scientist Engineer (TS/SCI with CI Polygraph)
DeNOVO Solutions, LLC, Aurora, Colorado, United States, 80012
Mid-Level Data Scientist Engineer (TS/SCI with CI Polygraph)
Join DeNOVO Solutions, LLC as a Mid-Level Data Scientist Engineer (TS/SCI with CI Polygraph). This role leads the design, development, and deployment of advanced AI/ML solutions supporting complex mission and operational environments.
Location:
Aurora, CO
Base pay range:
$145,000.00/yr - $155,000.00/yr
Why You’ll Love This Role
Shape AI for the Mission: Design and deploy models that extract real-world value from signal and sensor data.
Drive Scalable ML Systems: Lead the integration of automated retraining and deployment pipelines within secure cloud environments.
Mentor and Lead: Share your expertise with junior data scientists and engineers, fostering a culture of innovation and technical excellence.
A Day in the Life
AI/ML Solution Development: Lead creation and optimization of advanced ensemble, neural network, and unsupervised learning models tailored to mission data.
Automation & Scalability: Design automated pipelines for data ingestion, curation, and retraining to ensure model adaptability and long‑term performance.
Validation & Explainability: Coordinate with analysts and mission experts to validate models, track accuracy metrics, and enforce compliance with explainability and transparency standards.
Model Deployment: Integrate and operationalize ML models into production systems, collaborating with DevSecOps to align with CI/CD pipelines and mission constraints.
Monitoring & Optimization: Implement tools for continuous monitoring, A/B testing, and drift detection to maintain model reliability.
Team Leadership: Mentor junior team members, review code and models, and promote best practices in data science methodology, governance, and reproducibility.
Tools, Technologies, Skills, & Knowledge
Machine Learning & AI: Ensemble models, CNNs, RNNs, Transformers, unsupervised and semi‑supervised learning
Frameworks & Libraries: TensorFlow, PyTorch, Scikit-learn, XGBoost
Data Infrastructure: Feature stores, distributed computing frameworks (Spark, Ray, Dask)
Deployment & Monitoring: MLflow, DVC, Docker, model monitoring, A/B testing, data drift detection
Analytical Expertise: Causal inference, signal data processing, experiment design, model interpretability (SHAP, LIME)
Collaboration Tools: Jupyter Notebooks, Git, Confluence, Agile/DevSecOps environments
What You Need
Experience: Five (5) to ten (10) years designing, training, and deploying ML models within the DoD or Intelligence Community, including leading technical teams or enterprise AI initiatives.
Education: Bachelor’s degree in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering, or computer science). A master’s may substitute for two years of experience; a PhD may substitute for four years. An additional two years of related experience may substitute for a Bachelor’s degree.
Certifications: None required.
Clearance: TS/SCI with CI Polygraph.
Why Join DeNOVO Solutions DeNOVO Solutions is a Minority-Owned and Service-Disabled Veteran-Owned Small Business dedicated to providing cleared personnel and cost‑competitive solutions to our customers in the Intelligence Community.
Our benefits package for full‑time employees includes
Medical, Dental, and Vision Premiums 100% Employer Paid for you and your legal dependents.
DeNOVO Paid Health Reimbursement Account (HRA).
401k with 6% Match.
11 Paid Federal Holidays.
120 hours of Paid Time Off (PTO).
Company Outings and Trips.
Tuition Reimbursement, Skillset Training, and New/Renewed Certification assistance.
HomeFundIt Company Down Payment Match – Employer match toward the down payment of buying a new home.
DeNOVO Solutions is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, marital status, veteran status, sexual orientation, genetic information or any other protected characteristic under applicable law.
Ready to Apply If you’re ready to lead advanced AI/ML initiatives and deliver high‑performance, explainable models that shape mission outcomes, apply today with DeNOVO Solutions.
#J-18808-Ljbffr
Location:
Aurora, CO
Base pay range:
$145,000.00/yr - $155,000.00/yr
Why You’ll Love This Role
Shape AI for the Mission: Design and deploy models that extract real-world value from signal and sensor data.
Drive Scalable ML Systems: Lead the integration of automated retraining and deployment pipelines within secure cloud environments.
Mentor and Lead: Share your expertise with junior data scientists and engineers, fostering a culture of innovation and technical excellence.
A Day in the Life
AI/ML Solution Development: Lead creation and optimization of advanced ensemble, neural network, and unsupervised learning models tailored to mission data.
Automation & Scalability: Design automated pipelines for data ingestion, curation, and retraining to ensure model adaptability and long‑term performance.
Validation & Explainability: Coordinate with analysts and mission experts to validate models, track accuracy metrics, and enforce compliance with explainability and transparency standards.
Model Deployment: Integrate and operationalize ML models into production systems, collaborating with DevSecOps to align with CI/CD pipelines and mission constraints.
Monitoring & Optimization: Implement tools for continuous monitoring, A/B testing, and drift detection to maintain model reliability.
Team Leadership: Mentor junior team members, review code and models, and promote best practices in data science methodology, governance, and reproducibility.
Tools, Technologies, Skills, & Knowledge
Machine Learning & AI: Ensemble models, CNNs, RNNs, Transformers, unsupervised and semi‑supervised learning
Frameworks & Libraries: TensorFlow, PyTorch, Scikit-learn, XGBoost
Data Infrastructure: Feature stores, distributed computing frameworks (Spark, Ray, Dask)
Deployment & Monitoring: MLflow, DVC, Docker, model monitoring, A/B testing, data drift detection
Analytical Expertise: Causal inference, signal data processing, experiment design, model interpretability (SHAP, LIME)
Collaboration Tools: Jupyter Notebooks, Git, Confluence, Agile/DevSecOps environments
What You Need
Experience: Five (5) to ten (10) years designing, training, and deploying ML models within the DoD or Intelligence Community, including leading technical teams or enterprise AI initiatives.
Education: Bachelor’s degree in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering, or computer science). A master’s may substitute for two years of experience; a PhD may substitute for four years. An additional two years of related experience may substitute for a Bachelor’s degree.
Certifications: None required.
Clearance: TS/SCI with CI Polygraph.
Why Join DeNOVO Solutions DeNOVO Solutions is a Minority-Owned and Service-Disabled Veteran-Owned Small Business dedicated to providing cleared personnel and cost‑competitive solutions to our customers in the Intelligence Community.
Our benefits package for full‑time employees includes
Medical, Dental, and Vision Premiums 100% Employer Paid for you and your legal dependents.
DeNOVO Paid Health Reimbursement Account (HRA).
401k with 6% Match.
11 Paid Federal Holidays.
120 hours of Paid Time Off (PTO).
Company Outings and Trips.
Tuition Reimbursement, Skillset Training, and New/Renewed Certification assistance.
HomeFundIt Company Down Payment Match – Employer match toward the down payment of buying a new home.
DeNOVO Solutions is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, marital status, veteran status, sexual orientation, genetic information or any other protected characteristic under applicable law.
Ready to Apply If you’re ready to lead advanced AI/ML initiatives and deliver high‑performance, explainable models that shape mission outcomes, apply today with DeNOVO Solutions.
#J-18808-Ljbffr