
Senior AI Engineer
Nelly Solutions6 months ago
Berlin, GermanySenior
Responsibilities
- Develop cutting-edge AI systems and robust data pipelines from rapid prototypes to scalable production solutions.
- Ship LLM and GenAI features using RAG, tool use, planning, agent frameworks such as MCP, and multi-agent systems.
- Build and operate high-throughput backend systems, APIs, event-driven architectures, caching strategies, and performance optimizations.
- Design advanced retrieval systems using embeddings, chunking strategies, hybrid search, metadata schemas, knowledge graphs, evaluation frameworks, and production monitoring.
- Drive architecture decisions, mentor engineers, and establish engineering best practices.
- Develop cloud-native systems at scale and support innovative GenAI initiatives with a pragmatic product focus.
Requirements
- 8+ years of experience building and operating backend systems in production.
- 3+ years of experience shipping LLM or GenAI features to users.
- Strong Python skills; TypeScript experience for integration work is preferred.
- Strong machine learning fundamentals and hands-on experience with model evaluation and self-evolving agents.
- Deep expertise in distributed systems design, API architecture, data modeling, asynchronous systems, event-driven architectures, caching, and performance optimization.
- Advanced retrieval engineering experience with embeddings, chunking, hybrid search, schema and metadata design, knowledge graphs, evaluation frameworks, and production monitoring.
- Proven technical leadership experience driving architecture decisions, mentoring engineers, and establishing engineering best practices.
- Experience with cloud-native development at scale, ideally using AWS; GCP experience is a strong plus.
- Excellent English communication skills and the ability to explain complex technical concepts to diverse audiences.
- Experience with Dagster, Airflow, or Prefect is a bonus.
- Technical writing, open-source contributions, industry speaking, and fluent German are additional bonuses.
Benefits
- Deutschlandticket or Swapfiets membership.
- Urban Sports Club membership.
- Flexible working hours and a hybrid work setup.
- Up to four weeks of workation.
- Dog-friendly office with snacks and cold drinks.