Senior Software Engineer, AI
AnaVation LLC
AWSAzureCloudDockerDynamoDBFlaskGrafanaJavaScriptJenkinsKubernetesMongoDBMySQL+11 more
AI Software Engineer
AnaVation LLC
full-time
Posted on:
Location Type: Office
Location: Chantilly • Virginia • 🇺🇸 United States
Visit company websiteJob Level
JuniorMid-Level
Tech Stack
AWSAzureCloudDockerDynamoDBFlaskGrafanaJavaScriptJenkinsKubernetesMongoDBMySQLNode.jsNoSQLPostgresPrometheusPythonPyTorchRayReactSQLTensorflowTypeScript
About the role
- Design, develop, and deploy advanced agentic AI systems that autonomously perform complex tasks and make decisions
- 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 ethical alignment
- Collaborate with product managers, data scientists, and software engineers to define requirements and deliver end-to-end AI solutions
- Stay updated on latest advancements in Agentic AI, LLMs, and RL and incorporate cutting-edge techniques into development workflows
Requirements
- Active TS/SCI within last 24 months
- BA/BS in Computer Science or another related field
- BS + 4 years or MS + 2 years experience in computer science, AI, Machine Learning, or a related field
- 2+ years of experience in AI/ML development, with a focus on Agentic AI or autonomous systems
- Strong problem-solving skills and ability to work in a fast-paced, collaborative environment
- Proven track record of deploying production-grade AI systems, including framework experience such as AWS Bedrock (preferred)
- Programming Languages: Python (primary); JavaScript/TypeScript for API development; C++ for performance-critical components (preferred)
- Frameworks and Libraries: PyTorch, TensorFlow, JAX (preferred)
- Reinforcement Learning: Stable-Baselines3, Ray RLlib, OpenAI Gym, or Gymnasium (preferred)
- Agentic AI Frameworks: LangChain, LlamaIndex, AutoGen, or CrewAI (preferred)
- API Development: FastAPI, Flask, or Node.js (preferred)
- Cloud Platforms: AWS (SageMaker, Lambda, Bedrock), Google Cloud AI, Azure AI (preferred)
- Containerization: Docker, Kubernetes (preferred)
- Version Control: Git, GitHub, or GitLab (preferred)
- Databases: SQL (PostgreSQL, MySQL), NoSQL (MongoDB, DynamoDB) (preferred)
- DevOps Tools: CI/CD pipelines (Jenkins, GitHub Actions), monitoring tools (Prometheus, Grafana) (preferred)
- Familiarity with LLMs (LLaMA, GPT, BERT, Grok) and RL algorithms (DQN, PPO, SAC)
- Knowledge of agentic AI paradigms (goal-driven agents, task decomposition, autonomous planning such as ReAct, Plan-and-Execute)
- Prompt engineering experience and model fine-tuning techniques (LoRA, QLoRA, full fine-tuning)
- Familiarity with evaluation metrics (BLEU, ROUGE, perplexity, and custom agent performance metrics)
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
- 401k 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
ATS Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonJavaScriptTypeScriptC++PyTorchTensorFlowJAXStable-Baselines3Ray RLlibOpenAI Gym
Soft skills
problem-solvingcollaborationadaptabilitycommunicationcritical thinkingcreativityattention to detailtime managementteamworkleadership
Certifications
Active TS/SCIBA/BS in Computer ScienceMS in Computer Science
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