15 beste Stellen als model based development simulation in münchen – aktuell auf Personalsuche

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Translate validated algorithm improvements into specifications that software engineers implement in production systems. Employee Stock Purchase Program (ESPP).

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model based development simulation jobs near münchen

Test Engineer — Dexterous Humanoid Hand (human)

Neura Robotics -
München

Direkt bewerben

Details zur Stelle

Vollzeit

Qualifikationen

CI/CD
Backbone.js
Buffer
Informatik
C++
Softwaretest
Elektrotechnik
Python
Debugging

Vollständige Stellenbeschreibung

Your mission & challenges

We are building dexterous humanoid hand platforms — multi-DOF tendon-driven systems with embedded tactile sensing, real-time motor control, and AI-driven perception running on edge compute. The stack spans custom PCBs, bare-metal firmware, ROS 2 middleware, and learned inference models, all converging in a physical system that must work reliably in the real world.
We are looking for a Test Engineer who can own validation across that full stack. Not a QA function that arrives at the end of a development cycle — someone who builds the test infrastructure from the ground up, defines what "working" means at every layer, and keeps the team honest throughout development.
The programme is early-stage. There is no existing test framework to inherit. You will design it.

Hardware-Software Integration Testing
- Design and execute integration test protocols for the hand control stack: motor driver boards, embedded compute modules, sensor interfaces, and the communication backbone (DDS over TSN Ethernet and SPI)
- Develop hardware-in-the-loop (HIL) test rigs for validating firmware behaviour against real actuator and sensor hardware — brushed DC and BLDC motor channels, absolute encoders, tactile sensor arrays, IMUs
- Define and automate bring-up test sequences for new PCB revisions: power-on checks, bus enumeration, driver smoke tests, and channel-by-channel functional validation
- Own the integration test protocol for the forearm-to-body elbow interface: DDS topic correctness, latency measurement, link-loss behaviour, and safe-state transitions under fault injection
- Test the full closed-loop control pipeline end-to-end: sensor input embedded inference motor command physical response, with instrumented ground truth at each stage
- Instrument and measure system timing: control loop jitter, DDS publish latency per topic, NPU inference latency, and end-to-end perception-to-action latency against defined SLAs
- Validate mechanical-electrical interfaces: connector continuity through range of motion, cable harness stress testing, signal integrity under flexion cycles
Software Testing
- Build and maintain the SW test suite covering: ROS 2 nodes and DDS topic pipelines, motion primitive state machines, grasp sequencer logic, and safety watchdog behaviour
- Design unit and integration tests for the embedded inference pipeline: ONNX model output correctness versus CPU reference, ring buffer behaviour, multi-task DDS publishing under sustained load
- Implement regression test coverage for the control stack: position control loop stability, force ceiling enforcement, corrective tighten response timing, and arbitration logic between concurrent control modes
- Define and run fault injection tests in software: simulate link loss, sensor dropout, classifier confidence below threshold, consecutive high-severity slip events — confirm the system transitions to the correct safe state in every case
- Build simulation-based tests where physical rigs are unavailable: URDF-based motion validation, kinematic limit checking, and trajectory feasibility before hardware deployment
- Maintain CI pipeline integration: automated test runs on every firmware and software commit, with clear pass/fail gates and failure triage
- Own the benchmark test protocol for external hand platforms: define repeatable, instrumented test procedures
Test Infrastructure
- Select and deploy appropriate test tooling across the stack: logic analysers, oscilloscopes, force/torque sensors, motion capture or camera-based ground truth, data loggers
- Build a structured test results database: every test run logged with software version, hardware revision, configuration, and outcome — traceable and queryable
- Write test specifications that other engineers can execute independently and reproduce your results
- Define acceptance criteria for each subsystem before integration begins — not after

What we can look forward to

Essential
- Degree in electrical engineering, mechatronics, computer science, or a related field
  Hands-on experience testing embedded systems: bring-up, bus protocols (SPI, I2C, UART, CAN), signal integrity measurement, and firmware debugging with real hardware
- Experience writing automated software tests in Python or C++ — unit tests, integration tests, regression suites
- Ability to read and understand firmware and software well enough to identify what needs testing and where the edge cases are, without needing to write all the production code yourself
- Experience with instrumentation and measurement: oscilloscopes, logic analysers, current probes — comfortable setting up a bench and capturing what is actually happening
- Structured thinking about failure modes: given a system description, you should be able to enumerate the ways it can fail and design tests that would catch them
Strongly Preferred
- Experience with ROS 2, DDS middleware, or real-time communication systems
- Experience with hardware-in-the-loop testing or physical test rig design
- Familiarity with motor control systems — brushed DC or BLDC — and the characteristic failure modes of position control, current limiting, and encoder feedback loops
- Experience building or contributing to CI/CD pipelines for embedded or robotics software
- Familiarity with force/torque measurement and tactile sensing systems
- Experience testing learned or probabilistic systems: validating model output distributions, testing confidence thresholds, and defining acceptable behaviour under out-of-distribution inputs
- Background in or exposure to functional safety testing — understanding the difference between testing for correctness and testing for safety is a significant advantage
What Makes This Role Unusual
- Most test roles in robotics are either purely software or purely hardware. This one spans both and demands genuine fluency at the boundary — the interesting failures in a system like this are almost always at the interface between a PCB revision, a firmware change, and a DDS schema update happening simultaneously.
- You will also be testing a system where the perception layer is a learned model running on an NPU. Defining what "correct" means for a tactile slip classifier feeding a safety-relevant motor command is not a solved problem. You will need to think carefully about how to validate probabilistic outputs in a deterministic control context, and how to define test coverage for a system that can fail gracefully rather than fail cleanly.
- The benchmark framework for external hand platforms is also yours to own. That work has direct strategic value — the results inform which external platforms we integrate and how our own platforms compare. It is high-visibility work with real programme impact, not a back-office function.

Direkt bewerben

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model based development simulation Jobs in münchen

Test Engineer — Dexterous Humanoid Hand (human)

Principal RF Engineer

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Group Lead Data Operations (human)

Senior AOCS/GNC Engineer in Munich (all genders)

Senior / Principal Dimensioning Engineer – power train, transmission systems (m/f/d)

Senior Robotics Engineer - Motion Planning (m/f/d)

Hardware/Electrical Engineer – Functional Safety in Electronics (f/m/x)

Senior Manager Application and Solution Architect – Medical & Healthcare (f/m/d)

PaPM Principal Consultant (m/f/d)

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Senior Software QA Engineer - Robotics (F/M/D)

Senior V&V Engineer N3XT Interceptor C‑UAS (m/f/d)

Senior Systems Engineer N3XT Interceptor C‑UAS (m/f/d)

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