---
title: 'Exploitation Analyst at Neural Solutions'
canonical: 'https://feeny.ai/job/exploitation-analyst-neural-solutions-annapolis-junction-rp6t63fk97h7'
type: 'job'
last_seen: '2026-09-11'
---

# Exploitation Analyst at Neural Solutions

- **Company:** Neural Solutions
- **Location:** Annapolis Junction, MD
- **Employment:** full-time
- **Work type:** onsite
- **Posted:** 2025-09-11
- **Last confirmed live:** 2026-09-11
- **Apply:** https://jobs.ashbyhq.com/neural-solutions/140d8f3a-8987-4617-8e2e-2a09a503e1ab

## Job description

Description You will act as a general-purpose Exploitation Analyst for a dynamic, established team working on some of the most challenging problem sets in CNO. You’ll plan and conduct operations, perform network analysis, and coordinate with teammates to achieve mission objectives. This role involves close collaboration with analysts, operators, developers, and mission leadership to deliver high-impact outcomes within the assigned AOR.

## Responsibilities

- Analyze operational data
- Author and execute operational plans
- Lead operations and support mission activities
- Analyze network artifacts
- Collaborate with team members to achieve mission outcomes
- Build and maintain network diagrams
- Obtain relevant on-the-job certifications
- Develop scripts to convert and normalize data as needed
- Identify and submit requirements for new tools and operational plans

Required Skills & Experience

- Experience with agency tools
- Strong knowledge of exploitation methodologies
- Solid understanding of networking technologies
- Ability to diagram and document networks
- Proven capability to manage CNO projects

## Nice to Have

- Experience tracking malware network signatures
- Analyzing cybersecurity data sets (e.g., network traffic, OS events)
- Knowledge of end-to-end SIGINT collection and analysis systems
- Background with production CNO capabilities and operations
- Programming experience (Python or similar)

## Qualifications

- 12 years of relevant experience and a B.S., or 10 years with an M.S.
- (Four additional years of SWE experience may substitute for a bachelor’s degree)

## About Neural Solutions

## Company Overview

- **One-liner**: Neural Solutions is an elite government contractor that delivers advanced AI, machine learning, and cybersecurity solutions to tackle the nation's most critical national security challenges.
- **Entity Type**: Private (Bootstrapped; no external funding rounds publicly disclosed)
- **Headquarters**: Baltimore, Maryland, United States
- **Founded**: Year not publicly available
- **Founders**: Dontavious Jennings (CEO)

## Core Business

- **Primary Industry**: Software Development, Cybersecurity, AI/ML Services, Government Contracting
- **Target Customers**: U.S. Government agencies and defense organizations (B2G)
- **Mission or Purpose Statement**: To deliver innovative, secure, and mission-focused AI solutions that provide clients with decisive advantages in an increasingly complex threat landscape.

## Products & Services

- **AI & Machine Learning Solutions**: Custom deep learning, natural language processing (NLP), computer vision, and MLOps services for secure, cleared environments.
- **Cybersecurity Operations**: Threat detection and incident response, security architecture, vulnerability assessment, software security, and critical infrastructure protection (ICS/SCADA).
- **Data Science & Analytics**: Advanced analytics, predictive modeling, big data processing, data engineering, and pipeline optimization.
- **Software Engineering**: Full-stack development, cloud-native architecture, API design, microservices, and secure mobile application development.
- **Mobile Security Research**: Threat intelligence, malware analysis, and custom mobile research solutions tailored to government requirements.
- **Threat Hunting**: Proactive identification of mobile infrastructure threats through analysis of user behavior and network activity.

## Market Standing

- **Valuation/Market Cap**: Not disclosed
- **Key Metric**: Small but rapidly growing team (3 employees as of mid-2025, with +100% yearly headcount growth)
- **Notable Investors/Partners**: Not publicly disclosed; clients are primarily U.S. government agencies and defense organizations.
- **Growth Signals**: 
    - **+100% headcount growth year-over-year** (from 1 to 3 employees) [linkedin.com](https://www.linkedin.com/company/neural-solutions-llc)
    - **Active hiring surge**: 4 open positions currently posted, with a +300% monthly increase in job postings [linkedin.com](https://www.linkedin.com/company/neural-solutions-llc)
    - Talent drawn from top-tier sources including Amazon Web Services (AWS) and the United States Department of War [linkedin.com](https://www.linkedin.com/company/neural-solutions-llc)

## Competitive Advantages

- **Elite Talent Focus**: The company explicitly recruits only "exceptional engineers, data scientists, and security experts" with advanced degrees and proven track records [neuralsolutions.ai](https://neuralsolutions.ai/about/).
- **Mission-Driven Work**: Directly contributes to national security and critical infrastructure protection, offering a sense of purpose uncommon in commercial tech.
- **Agility & Security**: Combines a lean, agile approach with security embedded in every process, allowing rapid execution without compromising on compliance.
- **Government Specialization**: Deep understanding of federal compliance standards, operational constraints, and clearance requirements creates a high barrier to entry for competitors.

## Strategic Focus

- **Scaling the Elite Team**: Current priority is aggressive hiring, with 4 active roles for senior engineers with security clearances (Senior Application Developer/Reverse Engineer, Senior Software Engineer, Senior Software Engineer – AI Infrastructure, Senior Software Engineer Full Stack/UI) [jobs.ashbyhq.com](https://jobs.ashbyhq.com/neural-solutions).
- **Deepening AI & Cyber Dominance**: Continued investment in cutting-edge AI/ML and cybersecurity capabilities to solve the hardest problems for defense and intelligence clients.
- **Maintaining a Lean, High-Impact Model**: The company emphasizes a "relentless execution" culture, avoiding bloat in favor of a small, highly effective team.

## Why Work Here

- **Mission Impact**: Work directly contributes to national security and the protection of critical infrastructure — a rare opportunity for engineers and data scientists to see their code make a tangible difference [neuralsolutions.ai](https://www.neuralsolutions.ai/careers).
- **Elite Colleagues**: Join a team of top-tier engineers, data scientists, and security experts who are "passionate about solving hard problems" [neuralsolutions.ai](https://www.neuralsolutions.ai/careers).
- **Cutting-Edge Challenges**: Work on the most advanced AI, machine learning, and cybersecurity problems facing government agencies and defense organizations [neuralsolutions.ai](https://www.neuralsolutions.ai/careers).
- **Growth & Development**: Continuous learning opportunities, exposure to emerging technologies, and clear career advancement in a fast-growing company [neuralsolutions.ai](https://www.neuralsolutions.ai/careers).
- **Work Policy**: Not explicitly stated; all current open positions require a security clearance, suggesting on-site or secure facility work is likely.
- **Culture**: Described as lean, agile, and mission-focused with core values of integrity, excellence, innovation, and security [neuralsolutions.ai](https://neuralsolutions.ai/about/).

## Sources

1. [neuralsolutions.ai](https://neuralsolutions.ai/)
2. [neuralsolutions.ai/about](https://neuralsolutions.ai/about/)
3. [neuralsolutions.ai/services](https://neuralsolutions.ai/services/)
4. [neuralsolutions.ai/careers](https://www.neuralsolutions.ai/careers)
5. [linkedin.com/company/neural-solutions-llc](https://www.linkedin.com/company/neural-solutions-llc)
6. [jobs.ashbyhq.com/neural-solutions](https://jobs.ashbyhq.com/neural-solutions)

## Other roles at Neural Solutions

- [Senior Applied AI Engineer](https://feeny.ai/job/senior-applied-ai-engineer-neural-solutions-annapolis-junction-rwm7zf93r4q7) — Annapolis Junction, MD
- [Network Capability Developer](https://feeny.ai/job/network-capability-developer-neural-solutions-annapolis-junction-crcgtpcfgcwq) — Annapolis Junction, MD
- [Full-Stack Software Developer](https://feeny.ai/job/full-stack-software-developer-neural-solutions-annapolis-junction-3b4p3cab3dky) — Annapolis Junction, MD
- [Full-Stack Software Engineer (Data Pipeline Focus)](https://feeny.ai/job/full-stack-software-engineer-data-pipeline-focus-neural-solutions-annapolis-kkhs6jw7ztd6) — Annapolis Junction, MD
- [CNO Focused Sr. Software Engineer](https://feeny.ai/job/cno-focused-sr-software-engineer-neural-solutions-annapolis-junction-8gn47s5zfjs0) — Annapolis Junction, MD