Senior Applied AI Engineer – AI Platform

About the role

bunch is building the backbone of private markets with an AI‑powered platform that automates fund operations. As a Senior Applied AI Engineer you will take AI agents from prototype to production, ensuring they are reliable, measurable, and integrated across the company.

Key responsibilities

• Design, build, and ship AI agents that automate real fund‑operations workflows, owning them from prototype through production.
• Develop evaluation pipelines with real‑document test cases, regression suites, and human review to improve accuracy, latency and cost.
• Own the AI application architecture, including orchestration, multi‑agent design, tool contracts, memory, RAG and human‑in‑the‑loop controls.
• Run agents in production with versioned rollouts, rate‑limits, provider fallback and EU data‑residency compliance.
• Establish platform standards, shared observability and documentation for other engineering teams.

Required profile

• 5+ years of production software engineering, with at least one end‑to‑end LLM‑powered capability.
• Deep experience in agent orchestration, context engineering (RAG, multi‑agent design) using frameworks such as Mastra, ai‑sdk or LangGraph.
• Proven ability to evaluate non‑deterministic AI systems with test cases, regression suites and human review.
• Strong debugging skills: reading traces, diagnosing failures, tuning cost/latency, handling provider limits.
• Experience with TypeScript and/or Python and a platform mindset for building reusable tools.

Required skills

• TypeScript
• Python
• Node.js / Nest.js
• Mastra, ai‑sdk, LangGraph (or similar)
• MySQL / PostgreSQL
• Google Vertex (Gemini) & AWS Bedrock
• Kubernetes on AWS
• Datadog
• FusionAuth, Retool
• Svelte, React

What we offer

• Customizable benefits package (wellbeing, sport, mobility, food, etc.)
• 28 days vacation plus company days and local holidays
• Hybrid work model – 3 days in‑office, up to 6 remote weeks per year
• Modern tech stack and collaborative environment with a diverse team of 130+ members from 40+ countries