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Job Description
Your role & responsibilities
- Design and improve LLM-powered agents for task planning, execution, retrieval, and memory.
- Build modular agent stacks using frameworks like LangChain, CrewAI, AutoGen, or custom orchestrators.
- Develop workflows that connect agents to APIs, computer vision models, and vector databases.
- Lead prompt engineering, RAG pipelines, and multi-agent coordination strategies.
- Collaborate with engineers to productionize agents with proper observability.
- Evaluate agent behavior through logging, telemetry, and custom evaluation tools.
- Contribute to architecture patterns such as task workflows, tool interfaces, memory optimization, and feedback handling.
- Work with infrastructure teams to deploy agentic systems to production, ensuring monitoring, scaling, and rollback safety.
Your skills & qualifications
Must-Have Skills
- 2+ years building LLM-driven applications.
- Strong Python skills with experience in reusable agent stacks or RAG pipelines.
- Hands-on with LLM APIs (OpenAI, Anthropic, HuggingFace, etc.) and building prompt/tool workflows.
- Experience integrating vector databases (Weaviate, FAISS, Qdrant, Pinecone, Elasticsearch).
- Familiarity with multi-agent orchestration (CrewAI, AutoGen, LangGraph, or custom).
- Experience shipping AI tools or services into production with containerization and cloud platforms (Docker, Kubernetes, GCP/AWS).
- Understanding of agent design (memory management, context management, tool contracts).
Bonus Skills
- Experience with agent evaluation, prompt testing, and reducing hallucinations/latency.
- Experience building simple interfaces with Streamlit, Gradio, or browser automation.
Benefits for you
- Competitive salary, negotiable based on experience and skill level.
- Performance-based bonuses and potential stock options.
- Flexible work (remote/hybrid options) within a young, tech-driven culture.
- Rapid career growth: Leadership opportunities and international exposure (e.g., Japan, USA).
- Premium insurance (health, social, unemployment) in accordance with FPT standards.
- Engaging company culture with team-building activities, sports, and retreats.
- Equipment provided based on work requirements up to USD 2,500.