AnaVation, LLC
Be Challenged and Make a Difference
In a world of technology, people make the difference. We believe if we invest in great people, then great things will happen. At AnaVation, we provide unmatched value to our customers and employees through innovative solutions and an engaging culture.
Description of Task to be Performed AnaVation is seeking a Senior Agentic‑AI Software engineer to join our team that will design, develop, and deploy advanced Agentic AI systems that autonomously perform complex tasks, make decisions, and interact with dynamic environments. You will collaborate with cross‑functional teams to deliver scalable, efficient, and ethical AI solutions that drive business impact.
You will 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.
Required Qualifications
Clearance : Active TS/SCI within last 24 months
Education : BA/BS in Computer Science or another related field
Experience : BS + 10 Yrs or MS + 8 Yrs 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
Preferred Qualifications
PhD in computer science, AI, Machine Learning, or a related field
Programming Languages: Python (primary), JavaScript/TypeScript, C++
Machine Learning Frameworks: PyTorch, TensorFlow, JAX
Reinforcement Learning: Stable‑Baselines3, Ray RLlib, OpenAI Gym, Gymnasium
Agentic AI Frameworks: LangChain, LlamaIndex, AutoGen, CrewAI
API Development: FastAPI, Flask, Node.js
Cloud Platforms: AWS (SageMaker, Lambda, Bedrock), Google Cloud AI, Azure AI
Containerization: Docker, Kubernetes
Version Control: Git, GitHub, GitLab
Databases: SQL (PostgreSQL, MySQL), NoSQL (MongoDB, DynamoDB)
DevOps: CI/CD pipelines (Jenkins, GitHub Actions), monitoring tools (Prometheus, Grafana)
Large Language Models: LLaMA, GPT, BERT, Grok – leveraging AWS Bedrock for deployment and management
Reinforcement Learning: Expertise in algorithms (DQN, PPO, SAC) and multi‑agent RL systems
Goal‑driven agents, task decomposition, autonomous planning (ReAct, Plan‑and‑Execute)
Prompt Engineering: Designing context‑aware prompts for LLMs, optimized for Bedrock ecosystem
Model Fine‑Tuning: LoRA, QLoRA, full fine‑tuning for domain‑specific applications, experience using Bedrock
Evaluation Metrics: BLEU, ROUGE, perplexity, custom metrics for agent performance
Benefits
Generous cost sharing for medical insurance for the employee and dependents
100% company‑paid dental insurance for employees and dependents
100% company‑paid long‑term and short‑term disability insurance
100% company‑paid vision insurance for employees and dependents
401(k) plan with generous match and 100% immediate vesting
Competitive Pay
Generous paid leave and holiday package
Tuition and training reimbursement
Life and AD&D Insurance
About AnaVation AnaVation is the leader in solving the most complex technical challenges for collection and processing in the U.S. Federal Intelligence Community. We are a US owned company headquartered in Chantilly, Virginia. We deliver groundbreaking research with advanced software and systems engineering that provides an information advantage to contribute to the mission and operational success of our customers. We offer complex challenges, a top‑notch work environment, and a world‑class, collaborative team.
If you want to grow your career and make a difference while doing it, AnaVation is the perfect fit for you!
AnaVation is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.
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Description of Task to be Performed AnaVation is seeking a Senior Agentic‑AI Software engineer to join our team that will design, develop, and deploy advanced Agentic AI systems that autonomously perform complex tasks, make decisions, and interact with dynamic environments. You will collaborate with cross‑functional teams to deliver scalable, efficient, and ethical AI solutions that drive business impact.
You will 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.
Required Qualifications
Clearance : Active TS/SCI within last 24 months
Education : BA/BS in Computer Science or another related field
Experience : BS + 10 Yrs or MS + 8 Yrs 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
Preferred Qualifications
PhD in computer science, AI, Machine Learning, or a related field
Programming Languages: Python (primary), JavaScript/TypeScript, C++
Machine Learning Frameworks: PyTorch, TensorFlow, JAX
Reinforcement Learning: Stable‑Baselines3, Ray RLlib, OpenAI Gym, Gymnasium
Agentic AI Frameworks: LangChain, LlamaIndex, AutoGen, CrewAI
API Development: FastAPI, Flask, Node.js
Cloud Platforms: AWS (SageMaker, Lambda, Bedrock), Google Cloud AI, Azure AI
Containerization: Docker, Kubernetes
Version Control: Git, GitHub, GitLab
Databases: SQL (PostgreSQL, MySQL), NoSQL (MongoDB, DynamoDB)
DevOps: CI/CD pipelines (Jenkins, GitHub Actions), monitoring tools (Prometheus, Grafana)
Large Language Models: LLaMA, GPT, BERT, Grok – leveraging AWS Bedrock for deployment and management
Reinforcement Learning: Expertise in algorithms (DQN, PPO, SAC) and multi‑agent RL systems
Goal‑driven agents, task decomposition, autonomous planning (ReAct, Plan‑and‑Execute)
Prompt Engineering: Designing context‑aware prompts for LLMs, optimized for Bedrock ecosystem
Model Fine‑Tuning: LoRA, QLoRA, full fine‑tuning for domain‑specific applications, experience using Bedrock
Evaluation Metrics: BLEU, ROUGE, perplexity, custom metrics for agent performance
Benefits
Generous cost sharing for medical insurance for the employee and dependents
100% company‑paid dental insurance for employees and dependents
100% company‑paid long‑term and short‑term disability insurance
100% company‑paid vision insurance for employees and dependents
401(k) plan with generous match and 100% immediate vesting
Competitive Pay
Generous paid leave and holiday package
Tuition and training reimbursement
Life and AD&D Insurance
About AnaVation AnaVation is the leader in solving the most complex technical challenges for collection and processing in the U.S. Federal Intelligence Community. We are a US owned company headquartered in Chantilly, Virginia. We deliver groundbreaking research with advanced software and systems engineering that provides an information advantage to contribute to the mission and operational success of our customers. We offer complex challenges, a top‑notch work environment, and a world‑class, collaborative team.
If you want to grow your career and make a difference while doing it, AnaVation is the perfect fit for you!
AnaVation is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.
#J-18808-Ljbffr