Enterprise - AI Engineer - Python, LLM, AWS

Erias Ventures, LLC • $150K — $265K *
Annapolis, MD 21401In-Person
Enterprise Technology
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • Bachelor's degree or equivalent experience in software engineering or related field.
  • Strong Python development skills for production-quality code.
  • Hands-on experience with existing large language models (LLMs) via APIs.
  • Experience designing multi-agent AI workflows and orchestration frameworks.
  • Proficient in prompt engineering and LLM output evaluation.
  • Experience integrating AI solutions with software architectures and RESTful APIs.

Responsibilities

  • Lead design and development of AI-driven multi-agent workflows.
  • Integrate LLMs into RAD architecture using APIs and frameworks.
  • Design and optimize prompts for workflow automation.
  • Develop testing and validation strategies for AI-generated outputs.
  • Collaborate with cross-functional teams and communicate AI strategies.
  • Stay updated on LLM advancements and identify improvement opportunities.

Benefits

  • Above market hourly pay.
  • 11% 401k with immediate vesting and deposit.
  • Spot bonuses for business development contributions.
  • Professional development bonuses for certificates and degrees.
  • Subsidized medical coverage and 100% paid vision/dental.
  • Company-paid long-term and short-term disability insurance.
  • Flexible paid time off and birthday off.
  • Amazon Prime membership and monthly internet reimbursement.
  • Technology and productivity allowance for work equipment.
  • Company-paid professional development and training.
Full Job Description
Description
We are seeking an Artificial Intelligence (AI) Engineer who will work closely with system and software engineers to design, prototype, and integrate AI-enabled capabilities into the existing RAD architecture. This role centers on applying existing large language models (LLMs) to real mission workflows rather than training new models. The AI Engineer will build agentic solutions, systems of coordinated AI agents and prompts, that automate tasks currently performed manually, streamline authoring and reporting workflows, and enhance the overall effectiveness of intelligence operations.
  • Agentic Solution Design & Development: Lead the design and development of AI-driven solutions from conception to deployment, building multi-agent workflows in which coordinated agents and prompts work together to produce outputs supporting reporting and dissemination. This includes prototyping, writing production-quality code, and maintaining deployed AI capabilities
  • LLM Integration: Integrate existing foundation models into the RAD architecture via APIs and orchestration frameworks, selecting the right model and approach for each task rather than building models from scratch
  • Prompt Engineering & Workflow Automation: Design, test, and refine prompts and agent instructions to reliably automate manual tasks, and decompose complex mission workflows into discrete steps an agent pipeline can execute
  • Evaluation & Reliability: Develop robust testing, evaluation, and validation strategies for AI-generated outputs, ensuring accuracy, consistency, and appropriate handling of edge cases before outputs reach analysts and reports
  • Collaboration & Communication: Serve as a key technical liaison, collaborating with cross-functional teams including system engineers, software developers, and domain experts. Effectively present and articulate recommended AI approaches, discussing the tradeoffs and implications of different implementations with both technical and non-technical stakeholders
  • Continuous Improvement: Stay current with the rapidly evolving LLM and agentic AI landscape (new models, orchestration frameworks, and tooling), continuously identifying practical opportunities to apply emerging capabilities to the system
This position allows for partial telework.

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
Bachelor's degree from an accredited college or university. Four (4) years of additional SWE or related experience may be substituted for a Bachelor's degree. Master's degree can be substituted for two (2) years experience.

Required skills:
  • Strong Python development skills, with experience writing production-quality, maintainable code
  • Hands-on experience building applications on top of existing LLMs (e.g., via APIs for commercial or self-hosted models)
  • Experience designing multi-agent or multi-step AI workflows, including prompt chaining, tool use, and agent orchestration (e.g., LangChain, LlamaIndex, or custom frameworks)
  • Strong prompt engineering skills and experience evaluating/validating LLM outputs
  • Experience integrating AI capabilities into existing software architectures (RESTful APIs, microservices)
  • Experience with the Amazon Web Services (AWS) cloud computing platform

Desired skills:
  • Experience with retrieval-augmented generation (RAG) pipelines and vector databases
  • Familiarity with LLM observability and evaluation tooling
  • Experience conducting exploratory data analysis on structured and unstructured datasets to prepare inputs for AI workflows
  • Familiarity with MLOps/LLMOps practices for deploying and monitoring AI capabilities at scale
  • Familiarity with domain knowledge surrounding government agency reporting and dissemination policies
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 - $265,000.

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 andMonthly 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

About Erias Ventures, LLC

Erias Ventures, LLC Careers

Joining Erias Ventures, LLC presents an unparalleled opportunity to become part of a leading team of professionals dedicated to pioneering innovations in their field. As one of the most forward-thinking companies, Erias Ventures, LLC offers a variety of job opportunities that cater to a range of skills and professional interests.

Explore Career Opportunities

Erias Ventures, LLC is actively hiring and continuously seeks passionate, creative, and solution-driven team players. Explore open positions that align with your career aspirations and skills. Erias Ventures, LLC values diversity and is committed to creating an inclusive work environment.

Professional Growth and Development

Erias Ventures, LLC believes in nurturing the professional growth of its team members. The company offers comprehensive benefits and diversity training programs designed to enhance your skills and advance your career. Leadership and innovation are at the core of the company culture, ensuring that every team member has the opportunity to lead and innovate within their roles.

Internship Programs

Start your career with Erias Ventures, LLC through its dynamic internship programs. These positions are crafted to provide hands-on experience and a solid foundation in the industry, preparing interns for full-time roles within the company.

Networking and Industry Leadership

Erias Ventures, LLC is positioned at the intersection of technology and industry expertise. The company hosts and participates in numerous networking events that allow professionals to connect with industry leaders and peers. This environment fosters collaboration and is integral to the company’s innovative approach.

Benefits of Joining Erias Ventures, LLC

Employees at Erias Ventures, LLC enjoy a range of benefits designed to support their health, well-being, and financial security. The company is committed to supporting its team members' life both inside and outside of work.

Applying for a Position

To apply for a position at Erias Ventures, LLC, candidates are encouraged to submit a resume and cover letter through the Erias Ventures, LLC careers page. The hiring process may include interviews to assess compatibility with the company’s needs and culture.

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