





Login to See Your Match Score
Create a free account or log in to unlock your CV match score across:
Mid-level role with 5–8 years but niche embedded instrumentation skills yields moderate competition.
Requires embedded hardware and lab-instrumentation expertise, making background fit highly industry-specific.
Specific embedded, instrumentation, and Python automation requirements impose high shortlisting strictness.
Design and develop Python-based automation pipelines for end-to-end benchmark lifecycle including test execution, data collection, and result reporting.
Own and build modular, reusable benchmarking infrastructure scalable across multiple embedded hardware targets, minimizing onboarding effort.
Programmatically control lab instrumentation and produce structured, versionable benchmarking data for product teams and architects.
5–8 years of experience in Python automation, embedded test, or hardware characterization tooling.
Strong proficiency in Python for test orchestration and automation.
Hands-on experience with embedded devices including firmware flashing and retrieving hardware test results.
Experience controlling lab instrumentation (power analyzers, DAQs, oscilloscopes, JTAG/SWD) programmatically.
Experienced in modular, scalable automation frameworks focused on embedded hardware benchmarking or characterization.
Comfortable working with hardware-in-the-loop environments and automating instrumentation control.
Background in performance or power benchmarking and delivering data-driven insights to influence silicon or architecture decisions.