---
title: 'AI Software Engineer at Dark Wolf Solutions'
canonical: 'https://feeny.ai/job/ai-software-engineer-dark-wolf-solutions-chantilly-herndon-fddydsaqj9f3'
type: 'job'
last_seen: '2026-10-16'
---

# AI Software Engineer at Dark Wolf Solutions

- **Company:** Dark Wolf Solutions
- **Location:** Chantilly/herndon, VA
- **Posted:** 2026-08-18
- **Last confirmed live:** 2026-10-16
- **Apply:** https://job-boards.greenhouse.io/darkwolfsolutions/jobs/7886757003

## Job description

Dark Wolf constructs and deploys data management and analytics solutions for the defense and intelligence communities. We’re proud to boast a world-class engineering team that thrives on rolling up their sleeves to solve your mission’s biggest challenges.

Dark Wolf is seeking a highly skilled Senior AI Engineer to architect, build, and deploy advanced, secure AI-driven solutions supporting federal and defense enterprises. In this role, you will tackle enterprise data fragmentation by designing automated data ingestion pipelines, Retrieval-Augmented Generation (RAG) architectures, and predictive analytics tools.

You will directly address critical operational areas including HR workforce analytics, enterprise workflow automation, program management analytics, and automated scientific literature discovery.

Key Responsibilities:

- Architect and implement Retrieval-Augmented Generation (RAG) systems and Large Language Model (LLM) agents to query, summarize, and synthesize insights across large volumes of structured and unstructured data.
- Build semantic search engines capable of integrating internal legacy databases, data lakes, open-source repositories, and subscription-based scientific literature via APIs.
- Implement natural language translation, automated document classification, and multi-document summarization to augment science and technology gap analysis.
- Develop intelligent chatbots and virtual agents to deliver automated, role-based recommendations, career path mapping, and skills gap analysis for enterprise workforces.
- Build NLP-driven tasking models to ingest natural language inquiries, query underlying enterprise data sources, and draft contextual responses with audit trails for records management compliance.
- Design ML algorithms (including anomaly detection, predictive modeling, and causal inference) to identify project risks, optimize resource allocation, and forecast financial/technical shifts.
- Collaborate with UI/UX and data engineers to build interactive, role-based dashboards enabling natural language querying and drill-down analytics for leadership decision-making.
- Design automated ingestion and ETL/ELT pipelines using NLP and pattern recognition to transform disparate data formats into a standardized, unified Data Fabric schema.
- Implement robust Explainable AI (XAI) techniques to ensure transparency and trustworthiness of model recommendations.
- Ensure all AI models, APIs, and data storage solutions strictly adhere to DoD security regulations (e.g., NIST, FedRAMP, Risk Management Framework) across multiple classification levels.

Required Qualifications:

- Education: Bachelor’s or Master’s degree in Computer Science, Data Science, Artificial Intelligence, Machine Learning, or a related technical field.
- Experience: 5+ years of experience engineering production-grade AI/ML systems (or 3+ years with a Master's/Ph.D.).
- NLP & LLMs: Hands-on experience fine-tuning, evaluating, and deploying open-source and proprietary LLMs, embedding models, and vector databases (e.g., Pinecone, Milvus, Qdrant, FAISS).
- Programming & Frameworks: Proficiency in Python, PyTorch, TensorFlow, LangChain, LlamaIndex, and modern API frameworks (FastAPI, RESTful APIs).
- Data Pipelines & Databases: Experience working with complex structured and unstructured data sources, SQL, NoSQL, graph databases, and data lakes.
- Security Clearance: Must hold an active U.S. Government Secret clearance (or higher) and be eligible to obtain TS/SCI access.

Preferred Qualifications:

- Experience deploying AI applications within DoD, Air Force, or Federal agency environments (CAC/PKI integration, IL4/IL5/IL6 cloud environments).
- Proven track record building XAI (Explainable AI) architectures for leadership decision   support.
- Background in developing AI solutions for HR systems, workflow management software, or scientific/academic literature indexing.
- Experience with cloud platforms (AWS GovCloud, Azure Government) and containerized deployment technologies (Docker, Kubernetes).

Core Competencies:

- System Integration: Ability to connect AI models with existing legacy software, APIs, and document management systems seamlessly.
- Problem Solving: Aptitude for turning complex, noisy, multi-dimensional data into intuitive, actionable insights.
- Communication: Ability to communicate technical AI concepts clearly to non-technical stakeholders, scientific subject matter experts, and executive leadership.

Position Clearance Requirement:

US Citizenship with an active U.S. Government Secret clearance (or higher) and be eligible to obtain TS/SCI access.

Location:  Chantilly/Herndon, VA.

Target Salary Range: $120,000.00 – $160,000.00 (Commensurate with specialized expertise and technical skillset).

Equal Opportunity Employer:

We are proud to be an EEO/AA employer Minorities/Women/Veterans/Disabled and other protected categories. In compliance with federal law, all persons hired will be required to verify identity, confirm US Citizenship, and complete the required employment eligibility verification upon hire.

We are strictly looking for direct, full-time W2 employees. We do not engage with third-party staffing agencies, C2C, or 1099 independent contractors for this role.

## About Dark Wolf Solutions

## Company Overview
- **One-liner**: Dark Wolf Solutions provides cyber-centric engineering, software delivery, cloud, data & AI, and mission enablement services to defense, intelligence, and Fortune 500 customers.
- **Entity Type**: Private (Backed by Razor's Edge Ventures)
- **Headquarters**: Herndon, Virginia, United States
- **Founded**: 2013
- **Founders**: Not publicly listed

## Core Business
- **Primary industry/industries**: Cybersecurity, IT Services, Defense & Intelligence, Cloud Engineering, Data & AI
- **Target customers**: B2B, primarily U.S. Federal Government (Defense, Intelligence Community) and Fortune 500 companies
- **Mission or purpose statement**: "Operates at the nexus of mission and technology to meet our Nation’s most demanding objectives." [darkwolf.io](https://darkwolf.io/)

## Products & Services
- **Cybersecurity Engineering & Risk Management**: Defensive and offensive cyber operations, penetration testing, incident response, and risk management.
- **Software Delivery & Cloud**: DevSecOps agile software development, cloud & hybrid solutions, edge computing, and digital platform engineering.
- **Data & AI**: AI/ML solutions, big data management, data science, and analytics.
- **Mission Enablement**: Mission systems, secure communications, multi-INT, autonomous systems, and operational test & evaluation.
- **BrickStor Secure Storage (via RackTop Systems)**: Secure cyber storage and data protection products for defense agencies. [darkwolf.io](https://darkwolf.io/)

## Market Standing
- **Valuation/Market Cap**: Not publicly disclosed
- **Key Metric**: In February 2026, the company was awarded a potential **$67.2 million contract** by the U.S. Air Force for cyberspace innovation support. [cbinsights.com](https://www.cbinsights.com/company/dark-wolf-solutions)
- **Notable Investors/Partners**: Razor's Edge Ventures is a known investor. [cbinsights.com](https://www.cbinsights.com/company/dark-wolf-solutions)
- **Growth Signals**: Headcount grew **28.2% year-over-year** (293 employees), with a monthly growth rate of 3.1%. [linkedin.com](https://www.linkedin.com/company/darkwolfsolutions) The company reorganized in early 2026 into four core practices (Cybersecurity, Software Delivery & Cloud, Data & AI, Mission Enablement) and expanded its product portfolio with RackTop Systems. [cbinsights.com](https://www.cbinsights.com/company/dark-wolf-solutions)

## Competitive Advantages
- **Deep Federal Domain Expertise**: Combines cutting-edge technology with specialized knowledge of defense and intelligence mission requirements.
- **Proven Track Record**: Has won at major cyber competitions, including DEFCON (2017, 2022) and BSides DC (2016, 2018). [darkwolf.io](https://darkwolf.io/)
- **Established Contract Vehicles**: Supports agencies through pre-existing contract vehicles, simplifying engagement and accelerating delivery. [darkwolf.io](https://darkwolf.io/)
- **Strong Talent Pipeline**: Recruits heavily from the U.S. Air Force, Army, and major defense contractors like Booz Allen Hamilton, Northrop Grumman, and General Dynamics. [linkedin.com](https://www.linkedin.com/company/darkwolfsolutions)

## Strategic Focus
- **Expansion into Data & AI**: The company's recent reorganization emphasizes a new Data & AI practice, signaling a strategic push into machine learning and advanced analytics. [cbinsights.com](https://www.cbinsights.com/company/dark-wolf-solutions)
- **Productization**: Adding products like BrickStor to its traditional services portfolio to create recurring revenue and deeper customer lock-in. [darkwolf.io](https://darkwolf.io/)
- **Winning Large Contracts**: The $67M Air Force contract demonstrates a focus on securing large-scale, multi-year engagements.

## Why Work Here
- **Culture**: The company describes its culture as "Work hard, play hard" and refers to its team as "The Pack," emphasizing collaboration and fun. [darkwolf.io](https://darkwolf.io/join-the-pack/)
- **Professional Development**: Offers a "Training Bounty Program" with cash bonuses for completing certifications and training on new technologies. [darkwolf.io](https://darkwolf.io/join-the-pack/)
- **Competitive Edge**: Employees get the opportunity to participate in elite cyber competitions (DEFCON, BSides), building skills and reputation. [darkwolf.io](https://darkwolf.io/join-the-pack/)
- **Benefits**: Includes flexible PTO, 401(k) with employer match + performance-based grant, medical/dental/vision (including zero-cost options), HSA/FSA, short & long-term disability, pet insurance, and incentive compensation. [darkwolf.io](https://darkwolf.io/join-the-pack/)
- **Work Mode**: Positions are available across multiple U.S. locations (Herndon, VA; Tampa, FL; Huntsville, AL; San Antonio, TX; Colorado Springs, CO; etc.) with some hybrid and remote options.
- **Engineering Culture**: Heavy emphasis on DevSecOps, cloud engineering, and cutting-edge tech (AI/ML). The company values continuous learning and tinkering with new technologies. [darkwolf.io](https://darkwolf.io/)

## Sources
1. [darkwolf.io](https://darkwolf.io/)
2. [job-boards.greenhouse.io](http://job-boards.greenhouse.io/darkwolfsolutions)
3. [linkedin.com](https://www.linkedin.com/company/darkwolfsolutions)
4. [cbinsights.com](https://www.cbinsights.com/company/dark-wolf-solutions)
5. [darkwolf.io/join-the-pack](https://darkwolf.io/join-the-pack/)

## Other roles at Dark Wolf Solutions

- [Security Control Assessor Representative (SCAR)](https://feeny.ai/job/security-control-assessor-representative-scar-dark-wolf-solutions-ogden-g6qb6t8xjwy1) — Ogden, UT
- [Cybersecurity RMF Specialist](https://feeny.ai/job/cybersecurity-rmf-specialist-dark-wolf-solutions-herndon-a70k2prwsjet) — Herndon, VA
- [Platform Engineer](https://feeny.ai/job/platform-engineer-dark-wolf-solutions-northern-f2we4gkc4kse) — Northern, VA
- [Deputy Program Manager](https://feeny.ai/job/deputy-program-manager-dark-wolf-solutions-ogden-wsms8hm76ves) — Ogden, UT
- [Information System Security Engineer (ISSE)](https://feeny.ai/job/information-system-security-engineer-isse-dark-wolf-solutions-omaha-waj94tcrmbep) — Omaha, NE
- [Privacy SME](https://feeny.ai/job/privacy-sme-dark-wolf-solutions-washington-dnrck9g0c3ah) — Washington, DC
- [Cloud Security GRC Consultant](https://feeny.ai/job/cloud-security-grc-consultant-dark-wolf-solutions-herndon-m86vy1c93bkk) — Herndon, VA
- [Senior Cloud Engineer](https://feeny.ai/job/senior-cloud-engineer-dark-wolf-solutions-dark-wolf-hub-location-5gm9t6dzc2s0) — Dark Wolf Hub Location
- [Creighton University College Fair - Internship](https://feeny.ai/job/creighton-university-college-fair-internship-dark-wolf-solutions-omaha-p8fs3gw72k93) — Omaha, NE
- [Senior Test Engineer](https://feeny.ai/job/senior-test-engineer-dark-wolf-solutions-dark-wolf-hubs-8hscxgwyy3kh) — Dark Wolf Hubs