Holywater
AI Product Engineer
Kyiv, Ukraine, Remote. Posted a month ago
The role
The AI Product Engineer will build agentic pipelines to automate the creation of series episodes from script to final montage. They will design a unified Knowledge Base and integrate new generative models into production.
What you will do
- Build agentic pipelines to transform ideas into finished series episodes.
- Convert working prototypes (MVP, PoC) into production-ready systems with web interfaces.
- Design a unified Knowledge Base for people and agents.
- Integrate new generative models (video, text) into production immediately upon release.
- Search for and implement new agentic system architectures.
- Analyze user interaction patterns with agents and automate typical scenarios.
- Reduce time and manual editing at every content production stage.
- Monitor new models, techniques, and practices in generative AI.
Required qualifications
- 3-4+ years as an engineer/developer.
- Experience with Typescript, Nest.js and Next.js.
- Experience with PostgreSQL, Redis, Docker.
- Understanding of Observability.
- Production experience with Agentic AI Architecture: designing autonomous agents, hierarchical planning, multi-agent system orchestration, dynamic workflows, tool execution and persistent state using T
- Experience with AI Memory & Knowledge Architecture: GraphRAG, vector databases, Neo4j, knowledge graphs, entity resolution, semantic search and long-term agent memory.
- Experience with multimodal generative AI: LLM orchestration, vision-language models and video generation models; automated quality assessment, visual consistency, iterative regeneration and human-in-t
- Experience implementing Agentic AI systems — multi-agent workflows, tool calling, MCP, RAG, state/memory, structured outputs, evaluations, guardrails and recovery.
- Experience working with generative video — video generation models/API, asynchronous media pipelines, FFmpeg, ensuring consistency and automatic quality control.
Nice to have
- Python for AI/ML prototypes and model work
- Fine-tuning, LoRA, PyTorch
- GPU infrastructure and inference optimization
- Computer vision, lip-sync, character consistency
- Knowledge graphs and hybrid RAG
Benefits
- Fast professional growth through lectures, libraries, hackathons, and schools.
- Compensation for professional training and language learning, including Ukrainian.
- Work format of your choice: home, office in Kyiv or Lviv, or abroad.
- Office in Kyiv/Lviv includes generators, shelters, lunches, and snacks.
- Equipment and services needed for work.
- 20 days of vacation plus official holidays.
- Unlimited sick leave.
- Compensation for sports.
- Medical insurance in Ukraine (after probation).
- Corporate doctor services and mental health support.
About the company
HOLYWATER TECH is a technology company creating entertainment products at the intersection of human creativity and artificial intelligence. Their ecosystem includes My Drama, My Passion, and My Muse.