AI Agent Middle/Senior Developer
Itransition Group
- Poland, Ohio, United States
- Poland, Ohio, United States
À propos
office remote Poland
Requirements
Strong Python skills and proven production experience with Agentic ecosystems
Embeddings & Vector search
RAG, CRAG, GraphRAG
LangChain, LangGraph, CrewAI
Agent's testing & verification
Agentic Tools and skills
Strong analytical and problem-solving mindset
Ability to clearly communicate findings and trade-offs
Ownership of tasks from research to implementation
Curiosity and willingness to explore new approaches
Level of English enough for efficient technical and business communication with native speakers
Nice to have
Autonomous Agents & Deep Agents
Model types and capabilities (Thinking, Multimodal models)
LLMOps
GenAI Observability
Memory management & Prompt caching
Model Governance & Data Governance (Responsible AI)
Basics knowledge of Cloud infrastructure
Agentic patterns
Integration mechanics (MCP, AA-protocol)
Basic understanding of machine learning fundamentals: Supervised learning, feature engineering, model evaluation; Overfitting, regularization, cross-validation
Knowledge of statistical methods and probability theory
Responsibilities
Develop, implement, and optimize AI agents capable of autonomous decision‑making, reasoning, and tool‑usage in real‑world scenarios
Build and maintain pipelines for agent planning, memory, retrieval, and multi‑step task execution
Integrate LLMs, vector stores, APIs, and external tools to enable complex agent behaviors
Design and refine prompting strategies, reasoning chains, and agent policies to improve reliability and accuracy
Implement evaluation frameworks for agent performance, safety, and robustness across diverse tasks
Monitor agent behavior in production, troubleshoot failures, and continuously improve quality of outputs
Optimize inference pipelines for speed, cost efficiency, and model/tool selection
We offer
Projects for such clients as PayPal, Wargaming, Xerox, Philips, Adidas and Toyota
Competitive compensation that depends on your qualification and skills
Career development system with clear skill qualifications
Flexible working hours aligned to your schedule
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Compétences linguistiques
- English
Avis aux utilisateurs
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