Data Science AI Engineer

Integral; Tysons (VA); On-site; USD 120,000 - 170,000; Full time

Benefits offered by this job

Medical, Dental & Vision Insurance

Flexible Spending Accounts

Paid Time Off & Holidays

Earned Bonuses & Awards

Professional Training Reimbursement

Employee Assistance Program

Job summary

Integral is seeking a Data Scientist AI Engineer to design and implement advanced analytics, ML, and AI-driven solutions for federal IT programs. You will collaborate with Product, Architecture, Data/Middleware, and DevSecOps teams to deliver analytics across environments and support cost-efficient cloud usage.

Role emphasizes building scalable BI solutions, data pipelines, and data governance while producing clear visualizations and actionable insights for mission-critical projects.

Qualifications

• Bachelor’s Degree required in computer science or IT related field; 7–10 years of experience preferred.
• Experience with Oracle/SQL, relational/non-relational data, APIs, ETL/ELT, data models/dictionaries, migration architecture, reconciliation.
• Experience performing statistical analysis, anomaly detection, predictive modeling, and data mining.
• Experience building analytic/data pipelines (ETL/ELT), data baselines, and scalable data processing systems.
• Experience developing BI solutions, dashboards, and data-driven decision-support models.
• Experience supporting data governance, quality analysis, and compliance requirements.
• Experience integrating AI/ML models into enterprise applications, reporting platforms, or operational workflows.

Responsibilities

• Provide recommendations for data-driven AI/ML solutions and perform statistical analysis, anomaly detection, pattern recognition, and outlier identification to support business improvements.
• Develop predictive models to classify categorical variables and estimate continuous variables using advanced techniques.
• Integrate predictive models into dashboards, reports, and business workflows.
• Incorporate data analytics requirements into designs and data pipelines; deliver cross-cutting tools for data migration, aggregation, mining, and analytical integration; establish data baselines and analyze query patterns.
• Recommend and develop BI solutions that support analytics, reporting, and legacy system decommissioning.
• Detect and resolve data quality issues, performing impact analysis for errors and deficiencies.
• Enable FinOps capabilities by monitoring and improving forecast, planning, and reporting of cloud utilization for cost/performance optimization.
• Collaborate with Product, Architecture, Data/Middleware, and DevSecOps teams to integrate AI/ML and analytics solutions across environments.

Skills

Statistical analysis

Anomaly detection

Pattern recognition

Data mining

Clear visualization and storytelling

Education

Bachelor’s Degree in Computer Science or IT related field

Tools

Oracle/SQL

APIs

ETL/ELT

Tableau

Power BI

Qlik

AWS QuickSight

Job description

Overview

The Data Scientist AI Engineer provides advanced data analytics, machine learning, and AI‑driven solution engineering to support the Department of Veterans Affairs (VA), Office of Information and Technology (OIT), Product Delivery Services (PDS), Benefits and Memorials (BAM), Memorial and Benefit Services (MBS) deliver secure, reliable, and effective Information Technology (IT) solutions that support the Department’s mission.

Responsibilities

• Provide recommendations for data‑driven AI/ML solutions; perform statistical analysis, anomaly detection, pattern recognition, and identification of outliers to support business improvement initiatives
• Develop predictive models to classify categorical variables and estimate continuous variables using advanced mathematical techniques
• Provide integration of predictive models into dashboards, reports, analysis outputs, and business workflows.
• Incorporate data analytics requirements into designs and data pipelines; deliver cross‑cutting tools for data migration, aggregation, mining, and analytical integration; and establish data baselines, analyze query patterns, and identify opportunities to optimize database and pipeline performance.
• Recommend and develop BI solutions that support analytics, reporting, and legacy system decommissioning.
• Detect and resolve data quality issues, performing impact analysis for errors and deficiencies.
• Enable FinOps capabilities by creating, monitoring, and improving forecasting, planning, and reporting cloud utilization for optimized cost and performance
• Work with Product, Architecture, Data/Middleware, and DevSecOps teams to integrate AI/ML and analytics solutions across environments.

Qualifications

Required:

• Bachelor’s Degree in computer science or IT related degree with 7-10 years' experience
• Demonstrated performance with Oracle/SQL; relational/non-relational data; APIs; ETL/ELT; data models/dictionaries; migration architecture; reconciliation
• Experience performing statistical analysis, anomaly detection, predictive modeling, and data mining.
• Experience building analytic/data pipelines (ETL/ELT), data baselines, and scalable data processing systems.
• Experience developing BI solutions, dashboards, and data‑driven decision‑support models.
• Experience supporting data governance, quality analysis, and compliance requirements.
• Experience integrating AI/ML models into enterprise applications, reporting platforms, or operational workflows.
• Ability to create clear visualizations, reports, dashboards, and storytelling‑driven analytic outputs.
• Understanding of data governance, privacy, data stewardship, retention requirements, and authoritative data practices.
• Public Trust

Preferred:

• Certified Data Scientist (DASCA, Open Group, or equivalent).
• AWS Machine Learning Specialty or Azure AI Engineer Associate.
• Certifications in BI or analytics tools (Tableau, Power BI, Qlik, AWS QuickSight).

Company Overview

Integral partners with federal defense, intelligence, and civilian leaders to tackle their most important challenges and deliver positive outcomes. Since our founding in 1998, we have helped clients leverage existing and emerging technologies to transform their enterprises, empower growth, drive innovation, and build sustainable success. The forward-leaning solutions we deliver are tailored to each mission with a focus on keeping our nation safe and secure.

Integral is headquartered in McLean, VA and serves clients throughout the country.

We offer a comprehensive total rewards package including paid parental leave and immediate vesting in our 401(k). Give us a try and become part of a curated group of professionals at Integral Federal!

• Medical, Dental & Vision Insurance
• Flexible Spending Accounts
• Short-Term and Long-Term Disability Insurance
• Life Insurance
• Paid Time Off & Holidays
• Earned Bonuses & Awards
• Professional Training Reimbursement
• Employee Assistance Program

Equal Opportunity Employer/Protected Veteran/Disability