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Cybersecurity - Data Analyst - Python, AI​/ML, LLM

Job in Corridor North, Howard County, Maryland, USA
Listing for: Erias Ventures, LLC
Full Time position
Listed on 2026-02-17
Job specializations:
  • IT/Tech
    Cybersecurity, AI Engineer
Salary/Wage Range or Industry Benchmark: 150000 - 200000 USD Yearly USD 150000.00 200000.00 YEAR
Job Description & How to Apply Below
Location: Corridor North

Erias Ventures was founded to serve its customers with an entrepreneurial mindset. We value creative problem-solving
, open communication
, and empowering our employees to make decisions and put forth new ideas.

Our staff includes technical experts working across multiple disciplines, bringing diverse perspectives to every project. We are seeking engineers who wish to grow their careers and want to become part of a technically strong and growth-oriented company focused on bringing innovative solutions to the difficult mission problems facing our customers.

Description

We are seeking a Data Analyst to serve as behavioral scientists for AI systems, defining what constitutes “normal" behavior before identifying anomalies. In Phase 1, they conduct controlled experiments across various AI models, including commercial services and open-source models deployed locally, to observe resource utilization, API interaction patterns, and output features. They analyze telemetry data from these systems to establish statistical baselines and create anomaly detection algorithms that can differentiate between typical operational variations and security issues.

A key aspect of their work involves distinguishing between conversational AI that functions in discrete sessions and autonomous AI agents that maintain persistent states and can alter their workflows.

Clearance

A current Top-Secret/SCI with polygraph security clearance is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.

Experience

Six (6) years of demonstrated experience as a Data Analyst in programs and contracts of similar scope, type, and complexity. Three (3) years of demonstrated experience in cybersecurity activities in programs and contracts of similar scope, type, and complexity.

Required skills
  • Python data analysis (pandas, scikit-learn, numpy)
  • Statistical analysis and anomaly detection
  • Data visualization skills
  • Understanding of APIs and how systems communicate
  • Ability to document and explain results to senior leadership.
Desired skills
  • Experience with AI/ML frameworks (Tensor Flow, PyTorch, Hugging Face)
  • Understanding of how AI systems behave (conversational vs. autonomous agents)
  • Cybersecurity or threat detection background
  • Will analyze behaviors of commercial AI services (ChatGPT, Claude) and open-source models
  • Will build detection algorithms (context) for AI-specific anomalies
  • Will work with large telemetry dataset
Benefits

Erias Ventures provides a complete package of wealth, health, and happiness benefits. The expected salary range for this position, depending on education and years of experience is $150,000 - $200,000.

Wealth Benefits
  • Above Market Hourly Pay
  • 11% Roth
    or
    Traditional 401k
    with Immediate Vesting and Deposit
  • Spot Bonuses
    for Assisting with Business Development and Company Growth
  • Professional Development Bonuses
    for Certificates and Degrees
Health Benefits
  • Company subsidized
    Medical
    Coverage
  • 100%Company Paid
    Vision
    and
    Dental
    Coverage
  • 100%Company Paid
    Long Term Disability
    ,
    Short Term Disability
    , and
    Group Life Insurance
  • Monthly Wellness Reimbursement
Happiness Benefits
  • Paid Time Off with Flexible Work Schedules and Birthday Off
  • Amazon Prime Membership and Monthly
    Internet
    Reimbursement
  • Technology
    and
    Productivity Allowance
    for Equipment and Supplies
  • Morale Building
    and
    Company Events
    to Celebrate our Successes and Build our Community
  • Onboarding and Annual Swag
  • Company Paid Professional Development
    and
    Training

At Erias Ventures, we are dedicated to fostering a diverse and inclusive workplace. As an equal opportunity employer, we ensure that all qualified applicants are considered for employment based on merit, without discrimination. We welcome individuals regardless of race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

Referrals & Inquiries

Do you know a cleared professional seeking to advance their career? Interested in earning some extra cash? If so, refer them to us with their name and contact details, and you could be eligible for a referral bonus of up to $10,000 for each successful hire.

Not seeing the right position right now? Reach out to us, and we’ll notify you as new contracts and opportunities become available!

Please send referrals and inquiries to:

To learn more about our company visit our webpage or Linked In.

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