Engineering Internship - AI/Data at Iudex Non Calculat (Zürich, Switzerland) | Careerkit Jobs
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Iudex Non Calculat·AI·Zürich
Engineering Internship - AI/Data
RoleFull-time · Intern · Engineering
LogisticsOn-site · 100%
CompensationCHF 2'500–4'500 per month, depending on experience and skills.
RequirementsMaster's · EU/EFTA permit
How you match
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Skills
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ParsingProgrammingSearch systemsData structuresEmbeddingsevaluationVector DatabasesDocument managementData-Ingestion pipelinesCloud ArchitectureLLM integrationAlgorithm Development
Languages
EnglishGerman
Compensation
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CHF 2'500–4'500 per month, depending on experience and skills.
The role
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As an Engineering Intern — AI/Data, you will support the founder across data pipelines, LLM agent workflows, and evaluation infrastructure. Depending on your strengths, you'll go deeper in one area while still getting exposure to the full stack.
01Help build and improve ingestion and processing pipelines for insurance policy documents, legal texts, and case descriptions (parsing, normalization, structuring).
02Support chunking, metadata extraction, clause mapping, and schema design so downstream LLM agents work reliably against complex policy wording.
03Prototype and implement agentic LLM workflows for coverage analysis — fact extraction, policy cross-referencing, exclusion checking, and decision drafting — with attention to accuracy, cost, and latency.
04Assist with indexing strategies, embeddings, hybrid retrieval, and relevance tuning for legal and insurance content.
05Build eval sets from real coverage check examples, run experiments, analyze failure cases, and help turn findings into shipped improvements.
06Write clean TypeScript code, add tests where appropriate, and improve observability (metrics/logging) for pipelines and services.
07Work closely with the founder and domain experts; document decisions and share learnings clearly.
Requirements
↳Near completion of your degree: You are at the end of your studies (e.g. finished Master's program or close to graduating).
↳Degree in Computer Science, Data Science, Mathematics, or a related field (in progress) — or equivalent practical experience.
↳Comfortable with data structures, algorithms, and working with real-world data (edge cases, messy inputs).
↳Working knowledge of SQL (ideally PostgreSQL).
↳Interest in applied AI/ML systems (LLMs, embeddings, retrieval, evaluation, agentic workflows) and willingness to learn fast.
↳Strong ownership mindset and clear communication in English.
↳Availability full-time for the internship, ideally 6 months.
↳On-site in Zurich at least twice per week.
Benefits
＋Direct impact: Your work ships into the product and directly improves how legal insurers process cases.
＋Learning & mentorship: Hands-on exposure to production LLM agent systems, search, and data pipelines in a high-ownership environment.
＋Breadth: Work across document ingestion → policy parsing → LLM reasoning → evaluation.
＋Founder access: Work directly with the founder on architecture, product, and technical decisions.
＋Prospect of a permanent position: Possibility of full-time employment with equity (ESOP) after a successful internship.
Tech stack
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TypeScriptNode.jsSQLPostgreSQLDockerCI/CDAzure
Company
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Iudex Non Calculat
AI
INC (Iudex Non Calculat) is a pre-seed AI startup based in Zurich, building infrastructure that automates coverage checks and case handling for legal insurance companies. Legal insurance is a €16.8B European market where every case still requires 15-45 minutes of manual review. We compress that to under 2 minutes. We're backed by a paid pilot with a Swiss insurer and a founder with 120+ B2B customers at his previous AI legal tech company. We work at the intersection of LLM agent systems, document understanding, and domain-specific reasoning — where accuracy, traceability, and auditability matter.
