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42dot

Staff Systems Engineer - Algorithm Performance and Tooling

Posted 7 Days Ago
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In-Office
Melbourne, Victoria
Expert/Leader
In-Office
Melbourne, Victoria
Expert/Leader
The role involves owning the toolchain for assessing algorithms, maintaining simulation benches, defining KPIs, and automating CI processes. Requires collaboration across teams and extensive experience in automotive controls.
The summary above was generated by AI
We're looking for the BESTStaff Systems Engineer – Algorithm Performance and Tooling

Role

Own the in house toolchain that evaluates propulsion, braking, and chassis algorithms. Collaborate with controls, embedded, and systems teams to deliver objective, scalable performance assessment and continuous improvement.

Responsibilities
  • Build and maintain simulation and replay benches, data pipelines, and dashboards for large scale evaluation

  • Define KPIs and acceptance criteria for core features (tracking error, energy recovery, stability margins, latency, resource use)

  • Enable A or B, shadow, and canary testing using SIL, HIL, lab rigs, and vehicle or fleet data

  • Provide profiling and telemetry hooks, log schemas, and dataset curation; automate CI based regression and report generation

  • Partner with embedded to expose metrics and traces on target; co code analysis scripts and test harnesses with controls

  • Run trade studies and experiments, summarise insights, and drive decisions on calibrations and algorithm updates

Qualifications
  • Bachelor’s or Master’s in Mechanical, Mechatronics, Electrical, Computer, or related

  • 10+ years in automotive controls or systems with a focus on evaluation and tooling

  • Strong Python and one of C or C++, with experience in data processing, numerical analysis, and visualisation

  • Experience with SIL or HIL, logging frameworks, and CI pipelines; comfortable defining KPIs and acceptance gates

  • Familiar with vehicle dynamics, propulsion and brake control behaviours, and calibration workflows

Base Salary Range: $120K-$260K

Top Skills

C
C++
Ci Pipelines
Logging Frameworks
Python

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