1 день назад
Software Engineer, Agent Evaluation and Harness (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer, Agent Evaluation and Harness (AI): Building production agent orchestration and evaluation systems for an AI-native data platform with an accent on tool use, retrieval grounding, regression detection, and reliable multi-step execution. Focus on designing agent quality loops, debugging failures, improving live-data retrieval, and securing MCP connectors under real-world latency, cost, and hallucination constraints.
Location: Stockholm, Sweden
Company
is an AI-native data and intelligence platform that unifies marketing and business data for agencies and in-house teams.
What you will do
- Build the agent harness, including orchestration, tool use, structured outputs, fallback routing, guardrails, and cost and latency tracking.
- Tune prompts, retrieval, and grounding for chat, Studio, and autonomous background agents working across customer data.
- Design evaluation systems with curated datasets, offline replay, judges, scorers, regression alerts, and dashboards.
- Build feedback loops from real user signals and create debugging tools for tracing agent failures and identifying recurring patterns.
- Improve retrieval through chunking, embeddings, context-window management, and grounding answers in live SQL results.
- Develop MCP connectors and assess model releases, provider changes, and fine-tuning opportunities.
Requirements
- Production experience shipping LLM applications used by real users.
- Experience building or operating evaluation systems, datasets, scorers, regression suites, experimentation platforms, or comparable quality tooling.
- Strong familiarity with LLM APIs including OpenAI, Anthropic, and Gemini, as well as prompting, function calling, structured outputs, and modern agent patterns.
- Ability to manage context, design for prompt injection and hallucination risks, and address latency and cost constraints.
- Strong software engineering fundamentals with fluency in Python and TypeScript, or willingness to learn one quickly.
- Full-time role based in Stockholm, Sweden.
Culture & Benefits
- Freedom to choose tools and approaches with responsibility for shipping substantial work.
- Large token budget and access to advanced development tools.
- Competitive salary and meaningful equity.
- Direct collaboration with the co-founders.
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