Senior AI Software Engineer at AnaVation LLC

Chantilly, Virginia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Active TS/SCI clearance within last 24 months
BA/BS in Computer Science or another related field
BS + 10 years or MS + 8 years experience in computer science, AI, Machine Learning, or a related field
5+ years of experience in AI/ML development, with at least 2 years focused on Agentic AI or autonomous systems
Proven track record of deploying production-grade AI systems, including framework experience such as AWS Bedrock
Strong problem-solving skills and ability to work in a fast-paced, collaborative environment
Programming Languages: Python (primary), JavaScript/TypeScript (for API development), C++ (for performance-critical components)
Frameworks and Libraries: Machine Learning (PyTorch, TensorFlow, JAX); Reinforcement Learning (Stable-Baselines3, Ray RLlib, OpenAI Gym, or Gymnasium); Agentic AI Frameworks (LangChain, LlamaIndex, AutoGen, or CrewAI)
API Development: FastAPI, Flask, or Node.js
Cloud Platforms: AWS (SageMaker, Lambda, Bedrock), Google Cloud AI, Azure AI
Containerization: Docker, Kubernetes
Version Control: Git, GitHub, or GitLab
Databases: SQL (PostgreSQL, MySQL), NoSQL (MongoDB, DynamoDB)
DevOps Tools: CI/CD pipelines (Jenkins, GitHub Actions), monitoring tools (Prometheus, Grafana)
AI Models and Techniques: Large Language Models (LLMs) like LLaMA, GPT, BERT, or Grok, including leveraging AWS Bedrock; Reinforcement Learning (RL) algorithms (e.g., DQN, PPO, SAC) and multi-agent RL systems; Agentic AI Paradigms (goal-driven agents, task decomposition, autonomous planning e.g., ReAct, Plan-and-Execute); Prompt Engineering; Model Fine-Tuning (LoRA, QLoRA, full fine-tuning with Bedrock); Evaluation Metrics (BLEU, ROUGE, perplexity)

Responsibilities

Architect and implement agentic AI systems capable of autonomous decision-making, task planning, and execution in real-world applications
Design and integrate multi-agent systems to solve complex problems through collaborative and competitive interactions
Develop and fine-tune large language models (LLMs) and reinforcement learning (RL) models to power agentic behaviors
Implement robust APIs and interfaces to integrate AI agents with external systems, databases, and tools
Optimize AI models for performance, scalability, and low-latency inference in production environments
Conduct rigorous testing, validation, and monitoring of AI agents to ensure reliability, safety, and alignment with ethical standards
Collaborate with product managers, data scientists, and software engineers to define requirements and deliver end-to-end AI solutions
Stay updated on the latest advancements in Agentic AI, LLMs, and RL, and incorporate cutting-edge techniques into development workflows
Mentor junior developers and contribute to knowledge-sharing within the team

Skills

Key technologies and capabilities for this role

Agentic AILLMsReinforcement LearningMulti-Agent SystemsTask PlanningAPIsModel Fine-TuningModel OptimizationLow-Latency InferenceProduction DeploymentEthical AI

Questions & Answers

Common questions about this position

What security clearance is required for this position?

An Active TS/SCI clearance within the last 24 months is required.

What education and experience are required for this Senior AI Software Engineer role?

A BA/BS in Computer Science or related field is required, plus BS + 10 years or MS + 8 years experience in computer science, AI, Machine Learning, or related field, including 5+ years in AI/ML development with at least 2 years focused on Agentic AI or autonomous systems.

What is the technology stack for this position?

Primary programming languages are Python, JavaScript/TypeScript, and C++. Key frameworks include PyTorch, TensorFlow, JAX for ML; Stable-Baselines3, Ray RLlib for RL; LangChain, LlamaIndex for Agentic AI; FastAPI, Flask for APIs; and AWS platforms like Bedrock.

What is the work arrangement or location for this role?

This information is not specified in the job description.

What is the salary or compensation for this position?

This information is not specified in the job description.

AnaVation LLC

IT engineering services for federal government

About AnaVation LLC

AnaVation LLC provides specialized technology solutions to complex technical and analytical problems, primarily serving the Federal Government. The company offers a variety of IT engineering services, including intelligence collection and processing, analytical systems, big data solutions, and cybersecurity measures. AnaVation focuses on delivering tailored solutions that meet the unique needs of its clients, positioning itself as a trusted partner in the government technology market. The company generates revenue through contracts with federal agencies, ensuring a steady income by maintaining long-term relationships. AnaVation's success is supported by its dedicated team, known as AnaVators, who are committed to delivering high-quality engineering solutions while fostering a positive work culture. The goal of AnaVation is to enhance operational efficiency and security for its clients by solving complex technical challenges.

Reston, VirginiaHeadquarters

2013Year Founded

VENTURE_UNKNOWNCompany Stage

Government & Public Sector, CybersecurityIndustries

51-200Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Disability Insurance

401(k) Retirement Plan

401(k) Company Match

Paid Vacation

Paid Holidays

Professional Development Budget

Life Insurance

Risks

Emerging tech startups may reduce AnaVation's market share in federal IT services.

Rapid AI evolution requires significant R&D investment to maintain competitiveness.

Potential federal IT budget cuts could impact AnaVation's primary revenue streams.

Differentiation

AnaVation specializes in IT services for the Federal Government, ensuring tailored solutions.

The company emphasizes a strong work culture, enhancing employee satisfaction and client outcomes.

AnaVation's expertise in cybersecurity and big data sets it apart in the government sector.

Upsides

Increased demand for cloud-native cybersecurity solutions offers expansion opportunities for AnaVation.

U.S. government's IT modernization budget boost in 2024 could secure more contracts.

AI-driven data analytics rise enhances AnaVation's big data solutions for federal clients.

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