3 дня назад
Senior Applied AI Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Applied AI Engineer (AI agents and LLM platform): Building production AI agents and shared platform capabilities for private-market fund operations with an accent on orchestration, evaluation, observability, and EU data residency. Focus on designing reliable multi-agent workflows, measuring non-deterministic systems with real documents, and operating versioned deployments with provider fallback and human-in-the-loop controls.
Location: Berlin, Germany. Hybrid setup with 3 days per week in the office and up to 6 remote calendar weeks per year.
Company
builds integrated AI-powered infrastructure and fund-operation services for private markets, combining secure data infrastructure, automated workflows, and regulatory expertise.
What you will do
- Design, build, deploy, and own AI agents that automate fund-operations workflows involving documents, deadlines, and financial data.
- Build evaluation systems using real documents, expected outputs, regression suites, human review, and measurable criteria for end-to-end agent performance.
- Own AI application architecture, including orchestration, multi-agent design, tool contracts, memory, RAG, MCP, context engineering, guardrails, approvals, and human-in-the-loop controls.
- Operate production AI systems with versioned rollouts, feature flags, rate limits, provider fallback, regional failover, and failure-trace observability.
- Review and launch the MCP offering for initial customers, and establish shared observability for token usage, cost, latency, failures, and retries.
- Publish reusable agent patterns and mentor engineers across teams in agent and LLM practices.
Requirements
- 5+ years of production software engineering experience, including end-to-end ownership of at least one live agent or LLM-powered capability.
- Strong experience with agent orchestration and context engineering, including tool contracts, memory, RAG, and multi-agent design using Mastra, ai-sdk, LangGraph, or similar technologies.
- Ability to make non-deterministic systems measurable through real-data test cases, regression suites, human review, and meaningful benchmarks.
- Production experience diagnosing traces and failure modes, and managing cost, latency, provider rate limits, and fallback mechanisms.
- Backend development experience with TypeScript and/or Python, together with a platform mindset focused on reusable standards for other engineers.
- Experience in fintech, private markets, regulated environments, document-heavy domains, or EU data-residency constraints is advantageous.
Nice to have
- Experience with fintech, private markets, or another regulated, document-heavy domain.
- Experience operating AI systems under EU data-residency requirements.
Culture & Benefits
- Customizable benefits package covering wellbeing, sport, mobility, food, and other needs.
- 28 vacation days, plus 2 company days and local public holidays.
- Hybrid work with up to 6 remote calendar weeks per year.
- Modern technology and work equipment.
- Diverse international workforce of more than 130 employees from over 40 countries.
Hiring process
- People Team interview lasting 30 minutes.
- Hiring Manager interview lasting 60 minutes, followed by two 60-minute technical interviews.
- Final 45-minute interview with the CTO.
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