Full-Time

AI Engineer

Posted on 7/16/2025

Hatch IT

Hatch IT

11-50 employees

Cost-predictable tech recruitment for startups

No salary listed

No H1B Sponsorship

Washington, DC, USA

Hybrid

US Top Secret Clearance Required

Category
AI & Machine Learning (1)
Required Skills
LLM
Python
Machine Learning
Java
OpenAI
RAG
LangChain
Requirements
  • Bachelor's degree in Computer Science, Data Science, AI, or related discipline.
  • 3+ years of experience in building and deploying AI/ML models.
  • 1+ year of experience developing products or functional prototypes using LLMs and RAG technologies.
  • Expertise in generative AI frameworks such as GAN, GPT, and LangChain.
  • Advanced knowledge of prompt engineering techniques for generative models.
  • Proficiency in Python, Java, or equivalent.
  • Deep understanding of machine learning algorithms.
  • Strong written and verbal communication skills, with the ability to create design documents, technical reports, and presentations for varied audiences.
  • Top Secret Clearance Required
Responsibilities
  • Design, build, and deploy generative AI systems tailored to meet customer missions.
  • Develop end-to-end AI solutions, including problem definition, data preparations, model development, performance evaluation, and deployment.
  • Continuously optimize the performance of models and systems through iterative improvements.
  • Collaborate with Program Managers, Subject Matter Experts, Architects, Product Designers, and Data Scientists to translate customer needs into scalable, mission-ready AI solutions.
  • Conduct research and create prototypes to explore emerging AI technologies and innovative applications.
  • Demonstrate excellence in Data Science and AI engineering, mentor juniors, and foster innovation.
Desired Qualifications
  • MS or Ph.D. degree in Computer Science, Data Science, AI, or related discipline.
  • Experience working with cloud platforms (AWS, GCP, Azure) for ML workloads.
  • Familiarity with tools and practices for data engineering and data management.
  • Experience in short-release cycles and the full software lifecycle.
  • Experience with Agile development methodology (Scrum).

Hatch IT is a recruitment partner based in Vienna, VA that focuses exclusively on helping tech startups and small businesses find engineers. It works by offering a scouting and hiring service rather than placing resumes on commission, with a Scale model that delivers predictable costs and typically saves clients about 30% versus traditional contingency fees. The company integrates with clients’ tools (Slack, calendars, and ATS) to automate and streamline hiring tasks, providing job postings, pre-screens, candidate coordination, and market-informed compensation guidance. Hatch IT differentiates itself by prioritizing quality over quantity, deeply specializing in tech startups, and offering a seamless, cost-efficient hiring flow. Its goal is to simplify the hiring process for tech startups and small businesses so they can efficiently secure top engineering talent.

Company Size

11-50

Company Stage

N/A

Total Funding

N/A

Headquarters

McLean, Virginia

Founded

2012

Simplify Jobs

Simplify's Take

What believers are saying

  • Workforce grew to 24 employees across Vienna and Durham offices.
  • Generated $1,967,765 annual revenue under CEO Tim Winkler.
  • Specializes in Security Clearance and Govtech recruiting niches.

What critics are saying

  • Eightfold AI automates sourcing, displacing recruiters in 6-12 months.
  • Lever and Greenhouse erode market with superior ATS in 12-18 months.
  • LinkedIn AI tools commoditize hiring, slashing subscriptions in 3-6 months.

What makes Hatch IT unique

  • Hatch IT offers non-commission Scale model saving 30% over contingency fees.
  • Integrates seamlessly with Slack, calendars, and ATS for startups.
  • hatchpad builds online community for startup technologists and engineers.

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Benefits

Premium insurance

Mental health days

Caregiver leave

Time off

Internet reimbursement

Savings plan

Anniversary reward program

Additional benefits

Company News

WRAL TechWire
Feb 5th, 2020
Virginia-based recruitment startup hatch I.T. opens second office in Durham

DURHAM — Another fast-growing startup is expanding into the Bull City.

INACTIVE