Senior AI Systems Engineer (m/f/d)

WSCAD: AI-Powered Electrical CAD; München; Hybrid; EUR 110,000 - 140,000; Full time

Benefits offered by this job

Hybrid working model

30 days annual leave

Onboarding programs

High-quality advanced training

Open feedback culture

Company pension plan

Job summary

WSCAD is seeking a Senior AI Systems Engineer in Munich to help build an AI-native engineering platform. You will own LLM production pipelines, evaluation, retrieval, and knowledge graphs, turning engineering intent into structured, reliable system behavior.

You will work across software and electrical engineering, define tool contracts, ensure scalable decision making, and contribute to architecture and strategy in a hybrid work environment. Fluency in English and German is required.

Qualifications

• Experience shipping and operating a production LLM system with measurable evaluation.
• Strong backend engineering skills; C#/.NET experience is helpful but not required.
• Experience with graphs, rich engineering schemas, or complex domain models.
• Understanding of prompts, specifications, and measurable system behavior.
• Ability to work across software engineering, electrical engineering, and product.
• Proficiency in English and German.

Responsibilities

• Own evaluation by building gold datasets, metrics, and regression tests for quality, stability, and cost.
• Design the LLM boundary with tool contracts, structured outputs, context, and refusal paths.
• Improve retrieval at scale—grounding, pattern matching, and duplicate detection.
• Consolidate orchestration with improved routing and bounded agent workflows.
• Turn expert knowledge into graph knowledge with electrical engineers.
• Be a technical sparring partner and influence architectural decisions.

Skills

Production LLM system

Backend engineering

Graphs & schemas

Prompts vs specifications

Interdisciplinary collaboration

English & German proficiency

Tools

RDF

SPARQL

SHACL

Named graphs

Job description

Engineering software is at a structural turning point.For decades, CAD systems have digitized drawing. At WSCAD, we are building the next paradigm: AI-native engineering systems, where AI becomes part of the core operating layer of engineering workflows.We are looking for a Senior AI Systems Engineer to help build and validate this next-generation platform. You will work on LLM production pipelines, evaluation, retrieval, orchestration, and knowledge graphs — turning engineering intent into structured, checkable, and reliable system behavior.At WSCAD, AI is not a side project or an isolated feature. This role is about making AI systems work in production: defining where models should and should not make decisions, measuring their quality against real data, and building the technical foundations that make their behavior scalable, reproducible, and trustworthy.

What Awaits You – Your Responsibilities

• Own evaluation. Build gold datasets, metrics, and regression tests for quality, stability, and cost. Measure whether model or prompt changes improve or worsen results.
• Design the LLM boundary. Define tool contracts, structured outputs, context, uncertainty handling, and refusal paths.
• Improve retrieval at scale. Strengthen grounding, pattern matching, and duplicate detection, and measure the impact.
• Consolidate orchestration. Improve routing, re-execution, and bounded agent workflows.
• Turn expert knowledge into graph knowledge. Work with electrical engineers to formalize reusable circuit patterns.
• Be a technical sparring partner. Challenge architectural decisions with evidence and help shape the technical direction.

What We Expect – Your Qualifications

• Experience shipping and operating a production LLM system, including measurable evaluation using gold data, precision/recall or equivalent metrics, stability, and cost.
• Strong backend engineering skills. Experience with C#/.NET is helpful but not required.
• Experience with graphs, rich engineering schemas, or complex domain models.
• Strong understanding of the difference between prompts, specifications, and measurable system behavior.
• Ability to work across software engineering, electrical engineering, and product.
• Professional proficiency in English and German.

Nice To Have

• Experience with RDF, SPARQL, SHACL, SKOS, named graphs, or triple stores.
• Experience with embeddings, hybrid retrieval, and reranking.
• Experience with LLM observability, tracing, and cost monitoring.
• Familiarity with industrial information models such as IEC 81346, ECLASS, AAS, AutomationML, or ISO 15926.
• Experience with CAD, CAE, PLM, automation, or digital twins.
• Experience with agent frameworks.

Benefits

• A defining role in building a new category of engineering software
• Direct influence on product architecture and strategy
• Highly competitive compensation and a long-term growth path
• A growing company with a motivated team and helpful colleagues
• Flexible working hours and a hybrid working model
• 30 days annual leave
• An individual onboarding programs
• High-quality advanced training
• A good working atmosphere with an open feedback culture
• Benefits package including:
• Company pension plan (BAV)
• Capital-forming benefits
• Employee benefits
• Ticket Plus® Card (Edenred)
• JobBike

Have we picked your interest? Dein HR-Ansprechpartner bei WSCAD Vanessa Riß Telefon: [phone] E-Mail: [e-mail] WSCAD GmbH – Office Bergkirchen Dieselstraße 4 85232 Bergkirchen

About Us

WSCAD is the world's first and leading provider of AI-powered electrical CAD software. Our solutions boost efficiency in electrical engineering by up to 99%, enabling automated workflows and intelligent features for midsize businesses, global corporations, as well as design and engineering firms. As part of the Buhl Group with around 800 employees, WSCAD has been specializing in the development and distribution of electrical CAD software solutions for more than 35 years. Over 40,000 useres in more than 100 countries successfully use WSCAD software - in machinery, plant engineering, building automation and electrical installation. In addition to our headquarters in Bergkirchen near Munich, we operate branch offices in Wroclaw, Poland and Charlotte, USA. You can find more information about WSCAD as an employer and about working with us on our careers page.