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Senior Virtual Cloud Test Engineer

Role Summary

The Virtual Cloud Engineer will own the end-to-end test engineering for virtual ECUs-from VECU creation (AUTOSAR Classic/Adaptive) and restbus/environment modeling, to deterministic simulation, fault injection, conformance, diagnostics/flash, and scalable CI execution. You will build and operate a virtual test platform that exercises production software stacks (communication, diagnostics, safety/security, OTA readiness) with measurable coverage and release grade. You partner with software, systems, safety, cybersecurity, HIL, and OTA teams to ensure the virtual pipeline finds defects earlier than HIL/vehicle, at fleet scale.

The position will be a member of the worldwide connectivity technical team and interfaces with multiple stakeholders of VW Group's technical team members. This position investigates and develops new architectures for connected systems targeted to the US market.

VECU Build & Simulation Architecture - (35%)

• Define the VECU generation strategy for AUTOSAR Classic (RTE + BSW abstraction, virtual MCAL stubs) and Adaptive (POSIX targets, ara::com SOME/IP bindings), including OS abstraction, timers, timewarp, and determinism controls.
• Select and integrate VECU platforms (e.g., dSPACE VEOS/SystemDesk, Vector vVIRTUALtarget/CANoe4SW Server, ETAS COSYM/ASCET, AVL VIRTUAL TESTBED, Wind River Simics, Imperas/OVPsim, QEMU/Renodebased flows) and manage tool qualification where applicable.
• Establish co-simulation topologies: MIL/Plant models (Simulink/Modelica/FMU/FMI), bus/network simulators, and virtualization of sensors/actuators with IO semantics and timing fidelity.

CI at Scale & Test Data Ops - (25%)

• Architect headless SIL farms (Docker/K8s runners, ephemeral test environments) executing parallel suites (thousands of SIL testcases per commit/nightly).
• Integrate CI/CD (Jenkins/GitLab/Azure DevOps), artifact management (SBOM: SPDX/CycloneDX), test results (JUnit/Allure), and flaky test quarantine + triage dashboards.
• Implement golden capture/compare pipelines (PCAP/MDF4/CSV) and scenario versioning (OpenSCENARIO/OpenDRIVE/ASAM OSI if AD/ADAS is in scope).

Operational Management - (15%)

• Ownership of Virtual Test topics in NAR markets
• Own the relationship with network operator, contract manufacturer, platform provider and lead strategic discussions and technical negotiations.
• Serve as technical authority for VECU testing; mentor engineers in XiL best practices, determinism, and modeling tradeoffs.
• Drive supplier alignment (Tier1/2) for virtual deliverables (VECU packages, ARXML/ODX/OTX, service catalogs, security plugins).
• Conduct design/test reviews, DFMEA/FMEA, and lead 8D on defects discovered in SIL with crisp reproduction artifacts.

Communication, Diagnostics & Flashing in SIL - (10%)

• Model and validate Automotive Ethernet stacks: SOME/IP & SOME/IPSD, DoIP, AVB/TSN where applicable; simulate VLAN/QoS and congestion scenarios.
• Exercise CAN/CANFD, LIN, FlexRay via restbus simulations; verify UDS services, ISOTP segmentation and XCP/CCP measurement/calibration flows.
• Implement DoIProuted UDS flashing in SIL with eligibility/state checks, A/B or recovery slots, antirollback, and bootloader handshake emulation (timings, NRCs).

Virtual Environment & Restbus Modeling - (10%)

• Develop restbus models for gateways, sensors, actuators, and peer ECUs using Vector CANoe/CAPL (incl. CANoe4SW Server), Python, and co-simulation bridges.
• Build service catalogs and SOME/IP service mocks, including latejoiner/reannounce behaviors and instance collision tests; emulate SecOC/E2E protections.
• Create plant models (Simulink/Modelica, FMU/FMI) for closedloop testing of control functions; parameterize with production DBC/ARXML/LDF.

Robustness, Fault Injection & Fuzzing - (5%)

• Execute fault campaigns: bus saturation, frame loss/reordering, clock drift, time sync perturbations (gPTP), power cycles/brownouts (virt), memory pressure, and network fuzzing (UDS/DoIP/SOMEIP).
• Apply protocol fuzzing (boofuzz, Scapy, Peach, AFL++ harnesses), mutation testing, and error seeding to validate diagnostic/communication hardening.
• Model electrical transients (ISO 76372, load dump) effects at the software boundary and verify recovery logic within the VECU.

Skills Requirements:

• Excellent strategic thinking and communication skills.
• Analytical and conceptual thinking
• Experience in developing strategies for R&D
• Communication skills - interpersonal, presentation and written
• Integration - joining people, processes or systems
• Influencing and negotiation skills
• Strategic/visionary minded
• Resource management
• Interest in designing systems

Specialized Skills

Required

• Knowledge of communication between HW & SW architecture and hardware development processes.
• Excellent communication; proven cross functional leadership across hardware, software, cloud, manufacturing, compliance, and program management.
• Deep understanding of typical vehicle EE architectures and automotive development processes.
• Deep expertise in SOME/IP/SOMEIPSD, DoIP, UDS/ISOTP, CAN/CANFD/LIN, and restbus modeling; hands-on with ODX/OTX and XCP.
• Proven delivery of CI at scale virtual test grids (parallel headless execution, artifacted evidence, flake management).
• Strong command of coverage engineering (MC/DC, model & code coverage), fault injection/fuzzing, and performance/timing analysis in virtual environments.
• Demonstrated experience with MISRA, static analysis, sanitizers, and traceability (Polarion/Codebeamer).

Toolchain experience:             

• Networks & Middleware (experience with any of):

• Automotive Ethernet: SOME/IP & SOMEIPSD, DoIP, TSN/AVB, VLAN/QoS
• CAN/CANFD, LIN, FlexRay, ISOTP
• Diagnostics: UDS, ODX/OTX authoring/automation; XCP/CCP (ASAM), DIDs, routines, DTC handling
• Security (where applicable): SecOC (AUTOSAR), TLS/mTLS, E2E protection profiles

• VECU Platforms & CoSim (experience with any of):

• VECU generation: AUTOSAR Classic (RTE + virtual BSW/MCAL), Adaptive (POSIX, ara::com), Android Automotive/QNX/Linux POSIX builds
• Tools (any mix): dSPACE, Vector vVIRTUALtarget / CANoe4SW Server, ETAS COSYM, AVL VIRTUAL TESTBED, Imperas/OVPsim, QEMU/Renode
• FMU/FMI import, Simulink/Modelica cosim; ASAM XIL API test bench control

• Restbus, Test Authoring & Automation (experience with any of):

• Vector: CANoe/CANalyzer/CANape, vTESTstudio, CAPL; CANoe4SW Server for headless SIL
• Python (pythoncan, scapy, pyshark, pyvisa), Robot Framework, pytest, gRPC/REST harnesses
• Traffic/PCAP tooling: Wireshark (SOMEIP/DoIP dissectors), tcpreplay, custom fuzzers

• Coverage, Analysis & Observability (experience with any of):

Desired

• vECU generation using VEOS/SystemDesk, vVIRTUALtarget/CANoe4SW, or COSYM; cosim with FMU/FMI and plant models.
• TSN budget analysis (gPTP domains, Qav/Qbv scheduling) for AV/service traffic in SIL.
• Virtual UDS flashing including A/B slots and antirollback; security hardening (SecOC, TLS/mTLS) validated in SIL.
• Experience scaling SIL in Kubernetes with observability (OpenTelemetry + ELK/Grafana) and SBOM/attestation in release flow.
• Exposure to ADAS scenariobased validation (OpenSCENARIO/OSI) and cloudscale simulation.
• Knowledge of VW Group product design requirements,
• Programming experience with the languages C, C++, Java, Python, and script languages.

Years of Required Experience

• 7+ years of hardware or software development experience for connectivity functions in a vehicle manufacturer or supplier
• 5+ years of working in automotive projects including communication technology, ADAS or automation

Education Requirements:

Required

• BS in Engineering

Desired

• MS and/or PhD in Engineering

Salary is determined by geographical location and adjusted accordingly. In Silicon Valley, the expected base salary range is between $160,000 - $175,000. Other benefits for this position include:

       Eligibility for annual performance bonus

       Healthcare benefits

       401(k), with company match

       Defined contribution retirement program.

       Tuition reimbursement

       Company lease car program

       Paid time off