Software Engineer - Autonomous Air System V&V

Helsing; Berlin; On-site; EUR 70,000 - 90,000; Full time

Job summary

A leading technology firm in Berlin is seeking a Software Engineer for its Autonomous Air System V&V team. The role involves developing simulation and validation frameworks, focusing on high-performance Rust programming. Candidates should have experience in test automation and hardware-software integration. Join a culture that values collaboration and mentorship in innovative engineering solutions, ensuring robust testing of AI-driven capabilities in high-stakes environments.

Qualifications

• Strong proficiency in Rust is required to develop modules for simulators and advanced test infrastructure.
• Ability to design and implement test automation frameworks for autonomous systems.
• Experience with hardware-software integration and real-time systems is crucial.

Responsibilities

• Review code contributions and work collaboratively with colleagues.
• Design and develop modules in simulation frameworks; write high-performance Rust code.
• Build automated tools for test coverage, fault injection, and regression testing.
• Work closely with autonomy teams to ensure simulation environments reflect real-world conditions.
• Profile and optimize simulation performance for efficiency and accuracy.
• Propose and implement new features and enhancements across projects.

Skills

High-performance Rust programming

Test automation

Simulation frameworks

Hardware-software integration

Real-time computing

Job description

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Who We Are

Helsing is a defence AI company. Our mission is to protect our democracies. We aim to achieve technological leadership, so that open societies can continue to make sovereign decisions and control their ethical standards.

As democracies, we believe we have a special responsibility to be thoughtful about the development and deployment of powerful technologies like AI. We take this responsibility seriously.

We are an ambitious and committed team of engineers, AI specialists and customer‑facing programme managers. We are looking for mission‑driven people to join our European teams – and apply their skills to solve the most complex and impactful problems. We embrace an open and transparent culture that welcomes healthy debates on the use of technology in defence, its benefits, and its ethical implications.

The role

Our Autonomous Air System V&V team builds the simulation and validation environments that enable rigorous testing of autonomous air systems before they ever leave the ground. We develop Software‑in‑the‑Loop (SiL) and Hardware‑in‑the‑Loop (HiL) environments that allow engineers to integrate, test, and assure AI‑driven capabilities against virtualised and representative hardware.

We build software that is subject to significant and unorthodox technical constraints, must operate in a wide variety of constantly‑changing environments, and has to support an ever‑growing list of challenging use‑cases. What we build ultimately ends up in the hands of real people in high‑risk, high‑stress situations – from mission planning to command and control (C2) and mission debrief – so must be both reliable and frictionless.

Taken Together, This Brings a Whole Host Of Interesting Backend Engineering Challenges Across a Wide Variety Of Fields That You'll Help Us Solve. To Give Some Examples

• Simulation frameworks (e.g., high‑fidelity SiL/HiL environments, real‑time and deterministic simulation)
• Test automation (e.g., fault injection, automated test coverage, regression testing at scale)
• Hardware‑software integration (e.g., testing against representative hardware, sensor and actuator interfaces)
• Real‑time and high‑performance computing (e.g., concurrency, low‑latency execution, profiling and optimization)
• Distributed systems (e.g., orchestrating complex multi‑component test environments)
• Deployment infrastructure (e.g., air‑gapped devices and heterogeneous test rigs)
• Machine learning (e.g., systems for testing and validating AI/ML model behaviour)

The day‑to‑day

• Review code contributions, proposals, and RFCs from colleagues. At Helsing we strongly believe that unblocking others takes precedence over spending more time on your own work.
• Design and develop modules in simulation and validation frameworks, writing high‑performance Rust code for simulators and test infrastructure.
• Build tools for automated test coverage, fault injection, and regression testing to ensure comprehensive validation of autonomous systems.
• Work closely with autonomy and systems teams to capture requirements and ensure simulation environments accurately represent real‑world conditions.
• Debug and profile simulation performance, identifying bottlenecks and optimizing for speed, determinism, and fidelity.
• Propose and implement new features, capabilities, algorithms, infrastructure, or even full products across our stack. We encourage our engineers to look beyond their immediate team for missed opportunities, and to speak up when they identify one.
• Become a mentor, find a mentee, and help support and develop our interviewing pipeline. The people make or break the company, and we want as many engineers as possible to be part of fostering and growing the organisation.
• Share your experience and technical know‑how with other Helsingers. We host tech talks, get together for smaller “let’s learn together” groups, run topical office hours (e.g., on Rust), etc. to help each other get better with time.
• Maintain our