Mechatronics Engineer - Lab & Automation Systems OhaloMechatronics Engineer - Lab & Automation SystemsSouth San Francisco, CA$120,000–$150,000 / yearFounded in 2019, Ohalo develops novel breeding systems and improved plant varieties that help farmers grow more food with fewer natural resources, increasing the yield, resiliency, and genetic diversity of crops to sustainably feed our population. This role will focus on integrating mechanical systems, robotics, sensors, and lab automation equipment to enable scalable, high-throughput plant genomics and greenhouse operations.
Flight Test Instrumentation Manufacturing Engineer - (SJ2026MV) ArcherFlight Test Instrumentation Manufacturing Engineer - (SJ2026MV)Santa Clara, CA$187,782–$197,171 / yearAlternate Experience Requirement: Aircraft Maintenance Lead, Manufacturing Engineer or related job title in which five (5) years of experience with testing, troubleshooting, preventative and corrective maintenance and repair of aircraft or prototype aircraft hardware and systems using JIRA, SAP or other planning software and configuration management process was gained. Minimum Experience Requirement: Aircraft Maintenance Lead, Manufacturing Engineer or related job title in which three (3) years of experience with testing, troubleshooting, preventative and corrective maintenance and repair of aircraft or prototype aircraft hardware and systems using JIRA, SAP or other planning software and configuration management process was gained.
Systems Engineer II, AI Solutions & IT Operations Woven Planet HoldingsSystems Engineer II, AI Solutions & IT OperationsPalo Alto, CA$112,000–$184,000 / yearIn this unique role, you will act as a full-stack owner for our Moveworks ServiceNow Platform-consulting with internal customers to build cutting-edge Agentic AI solutions-while also rolling up your sleeves to serve as an escalation point for complex L2/L3 IT system operations. Full-stack Ownership: Partner deeply with internal customers throughout the entire delivery lifecycle of AI Agents on the Moveworks ServiceNow Platform: Discussions and Planning, Solution Design/Architecture, Building, Tuning, and Prod Launch.
Senior Software Engineer, TV Systems Performance Google LLCSenior Software Engineer, TV Systems PerformanceSan Jose, CAWe"re looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. The Platforms and Devices team encompasses Google"s various computing software platforms across environments (desktop, mobile, applications), as well as our first party devices and services that combine the best of Google AI, software, and hardware.
Lead Propulsion Systems Development Engineer Astra Space IncLead Propulsion Systems Development EngineerAlameda, CA$200,000–$240,000 / yearYou will work closely with external suppliers, internal design and analysis teams, test engineers, manufacturing, avionics, GNC, and launch operations to ensure the propulsion system is ready for ground test, qualification, and flight. Lead cross-functional trades involving engine layout, feed system architecture, pressurization, chilldown, purge systems, start and shutdown sequencing, abort logic, operability, maintainability, and ground-test constraints.
Staff Systems Test Engineer, Scenario Quality and Maintenance Systems Waymo LLCStaff Systems Test Engineer, Scenario Quality and Maintenance SystemsMountain View, CA$230,000–$284,000 / yearSince its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver-The World''s Most Experienced Driver-to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.
Software Development Engineer Test - Customer Systems Apple IncSoftware Development Engineer Test - Customer SystemsSunnyvale, CAYou will also write and review automation test scripts, identify and report defects with first-level root cause analysis and consistent reproduction steps, and champion quality efforts by collaborating with test automation engineering, product management, and engineering program teams.8+ years experience in software quality assurance testing. This involves understanding new and existing feature implementations to craft informed and robust testing charters, authoring test scenarios, scripts, and plans, and then executing functional, performance, and stability testing.
Hardware Systems Integration Engineer Apple IncHardware Systems Integration EngineerCupertino, CASchematic creation and layout responsibility Bringup and debug hardware validation Prototyping proof of conceptsBS in electrical engineering or computer engineering required. If you are interested in playing a key role in designing and developing the hardware for Home products, come join the Apple Home team!
Senior/Staff Systems Engineer, Autonomy Verification NuroSenior/Staff Systems Engineer, Autonomy VerificationMountain View, CA$176,400–$319,720 / yearWith years of real-world deployment experience and a flexible, partner-led business model, Nuro is working toward a future where millions of autonomous vehicles powered by our technology help make everyday life safer, easier, and more connected. This requires prior experience with the development or validation of autonomous systems, and a collaborative nature to work closely with a variety of teams across Nuro: Autonomy Software, Simulation, Product, and Operations.
Manufacturing Test Engineer-ICT/FP UNIGEN CORPORATIONManufacturing Test Engineer-ICT/FPNewark, CAAnalyze, plan, and present engineering solutions for ICT & Flying Probe Test operations covering the areas of ICT & Flying Probe Test quoting, DFT reports, ICT & Flying Probe Test program generation, and fixture debug/setup. Job Overview: The Manufacturing Test Engineer - ICT & Flying probe test (MTE-ICT&FP) develops, implements, and maintains engineering methods, procedures, instructions, and systems of Unigen ICT & Flying Probe Test equipment.
Software Engineer - Systems Engineering AI Tooling Applied Intuition IncSoftware Engineer - Systems Engineering AI ToolingSunnyvale, CA$125,000–$185,000 / yearApplied Intuition is headquartered in Sunnyvale, California, with offices in Washington, D.C. San Diego; Ft. Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo. You'll work closely with autonomy, safety, and systems engineering teams to improve traceability, automate workflows, and support reliable, production-grade engineering processes across vehicle programs.
Electrical Engineer - Force Sensing SemtechElectrical Engineer - Force SensingSan Jose, California$100,000–$163,000 / yearDesign and Development: Propose and implement innovative solutions for customers particularly in mechanical, electrical, software integration and algorithm development; develop and build proof-of-concept demos and prototypes; perform electrical design, PCB layout & fabrication, and electrical component souring; conduct debugging and hardware bring-up of solutions of targeted applications; support R&D test & evaluation board design & fabrication; manage PCB vendors. Customer Support and Engagement: Manage customer evaluation kits and sensor modules design and fabrication; promote cutting-edge HMI sensor solution; provide multidisciplinary technical support (hardware, firmware and mechanical) to customers from concept to mass production.
Field Applications Engineer, Electrical Systems Nextpower IncField Applications Engineer, Electrical SystemsFremont, CA$100,000–$110,000 / yearThe engineer will work across the full lifecycle of electrical systems-including design, integration, testing, commissioning, and field support-ensuring reliable, compliant, and high-performance operation of Nextpower's power block technologies. At Nextpower, we are driving the global energy transition with an integrated clean energy technology platform that combines intelligent structural, electrical, and digital solutions for utility-scale power plants.
Electrical Systems Integration Engineer Applied Intuition IncElectrical Systems Integration EngineerSunnyvale, CA$120,000–$220,000 / yearApplied Intuition is headquartered in Sunnyvale, California, with offices in Washington, D.C. San Diego; Ft. Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo. The actual base salary offered to a successful candidate will additionally be influenced by a variety of factors including experience, credentials & certifications, educational attainment, skill level requirements, interview performance, and the level and scope of the position.
Electrical Engineer - Platform Architecture Systems Prototyping Apple IncElectrical Engineer - Platform Architecture Systems PrototypingCupertino, CAAt any given time youll be the electrical engineer on one or more small, focused project teams, independently owning every EE decision and deliverable, with strong teammates around you when you need them. Capture schematics across high-speed digital, analog, power, and mixed-signal designs, and define high-quality electrical constraints on the netlist.
Software Engineer - Systems FUJIFILM Dimatix, IncSoftware Engineer - SystemsSanta Clara, CaliforniaRemote$155,000–$185,000 / yearWe are a recognized leader in the manufacturing and design of durable and productive drop-on-demand inkjet printheads that power cutting-edge systems, as well as integrated inkjet solutions that add digital inkjet capabilities to other equipment. REQUIRED: Bachelor’s degree in related field and minimum 5 years of related professional experience; or Master’s Degree and a minimum of 3 years related experience (designing, coding, and monitoring automation software, including PLCs).
Systems Engineer, Perception - Autonomy Trucking Applied Intuition IncSystems Engineer, Perception - Autonomy TruckingSunnyvale, CA$118,000–$235,000 / yearApplied Intuition is headquartered in Sunnyvale, California, with offices in Washington, D.C. San Diego; Ft. Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo. The actual base salary offered to a successful candidate will additionally be influenced by a variety of factors including experience, credentials & certifications, educational attainment, skill level requirements, interview performance, and the level and scope of the position.
Software Engineer Systems FUJIFILM Biotechnologies USA IncSoftware Engineer SystemsSanta Clara, CARemote$155,000–$185,000 / yearWe are a recognized leader in the manufacturing and design of durable and productive drop-on-demand inkjet printheads that power cutting-edge systems, as well as integrated inkjet solutions that add digital inkjet capabilities to other equipment. REQUIRED: Bachelor's degree in related field and minimum 5 years of related professional experience; or Master's Degree and a minimum of 3 years related experience (designing, coding, and monitoring automation software, including PLCs).
Software Engineer - Distributed Systems, Compute Platform Apple IncSoftware Engineer - Distributed Systems, Compute PlatformCupertino, CAFar more than any specific experience or skill, we are looking for engineers who want to build great reliable software and services, learn and develop their skills, and ultimately enable others to develop amazing applications. Our team works on evolving a set of innovative distributed backend services and tools to deliver a high volume of functional, deterministic computations for various workloads.
SoC Systems Software Engineer Apple IncSoC Systems Software EngineerCupertino, CAWork cross-functionally with platform architecture, Silicon Validation, product engineering, and other hardware/software teams within Apple and our vendors to develop and integrate best in class software and hardware. As the number of SOCs keeps increasing, we are growing our team to meet the scope and complexities required to deliver outstanding SOC test platform solutions.
Principal Mission / Systems Engineer RTX CorpPrincipal Mission / Systems EngineerSan Jose, CAAST's work environment is passionate, highly collaborative and provides engineers with the freedom to strengthen and expand their skills, explore new and creative ideas, and work closely with our nation's finest service members all while embracing integrity, innovation, and work-life balance. AST's work in areas such as high-capacity broadband communications, signal processing and analysis, tactical SIGINT, and wireless communications continually challenge our extraordinary engineers to resolve problems and make the world a safer place.
Staff Systems Engineer Motive CompaniesStaff Systems EngineerAlameda, CA$150,000–$190,000 / yearWe are seeking a Staff Space Products Systems Engineer to lead the architecture, integration, and lifecycle management of spacecraft hardware for low Earth orbit (LEO) missions. Verification & Validation: Develop and execute system-level test plans; verify requirements through analysis, inspection, and flight-representative testing.
Systems Engineer, Retail Experiences Apple IncSystems Engineer, Retail ExperiencesSunnyvale, CAThe Retail Technology, Production Engineering team prototypes and builds the demo experiences that bring devices to life across Apple stores worldwide. We compose the demo bundle-the layered macOS configuration, applications, and content that make a device feel like an Apple Store demo-and ship it to stores worldwide.
Senior Mission / Systems Engineer RTX CorpSenior Mission / Systems EngineerSan Jose, CAAST's work environment is passionate, highly collaborative and provides engineers with the freedom to strengthen and expand their skills, explore new and creative ideas, and work closely with our nation's finest service members all while embracing integrity, innovation, and work-life balance. AST's work in areas such as high-capacity broadband communications, signal processing and analysis, tactical SIGINT, and wireless communications continually challenge our extraordinary engineers to resolve problems and make the world a safer place.
Electrical/ Software Test Engineer Artech LLCElectrical/ Software Test EngineerFoster City, CA$72–$86.15 / hourIn this role, you will be responsible for the development of tests for critical components including custom PCIe devices, networking solutions, and other PC components. Work cross-functionally to implement the correct test coverage and process across all phases of manufacturing (PCBA, module, system, vehicle).
Board Validation and Test Engineer Aeva Technologies IncBoard Validation and Test EngineerMountain View, CA$125,800–$170,200 / yearDrive board yield fallout investigations by isolating intermittent, marginal, and low-yield failures using systematic debug methods including debug of power integrity, clocks, resets, boot sequences, and mixed-signal paths. Within the range, the successful candidate's starting base pay will be determined based on factors including job-related skills, experience, certifications, qualifications, relevant education or training, and market conditions.
Staff Vehicle Software Integration & Test Engineer Ford Motor CoStaff Vehicle Software Integration & Test EngineerPalo Alto, CA$150,200–$283,500 / yearTest Planning and Execution: Lead and execute vehicle-level test plans for pre-merge and post-merge software releases across multiple domains, including chassis/motion controls, body systems, and thermal management. We are seeking a highly capable and self-directed Vehicle Software Integration & Test Engineer to lead vehicle-level software integration, validation and development operations across embedded domains-chassis, body, thermal, and more.
Senior Cell Test Infrastructure Engineer Blue CurrentSenior Cell Test Infrastructure EngineerHayward, CA$111,600–$160,000 / yearWorking at the intersection of cell engineering, data engineering, and test development operations this role owns the systems and infrastructure behind test engineering from supporting existing equipment through calibration, maintenance, monitoring, troubleshooting to managing test requests, channel allocation and testing throughput to ensure tests produce actionable data to move projects and programs forward. Operating within Cell Engineering's established test strategy and in close partnership with Staff Test Engineers, the data team, and facilities, this role not only keeps the lab performing, but also grows its capacity and infrastructure so that engineers and scientists across the organization can depend on accurate, well-organized results.
Senior Cell Test Infrastructure Engineer Blue Current IncSenior Cell Test Infrastructure EngineerHayward, CA$111,600–$160,000 / yearWorking at the intersection of cell engineering, data engineering, and test development operations this role owns the systems and infrastructure behind test engineering from supporting existing equipment through calibration, maintenance, monitoring, troubleshooting to managing test requests, channel allocation and testing throughput to ensure tests produce actionable data to move projects and programs forward. Operating within Cell Engineering's established test strategy and in close partnership with Staff Test Engineers, the data team, and facilities, this role not only keeps the lab performing, but also grows its capacity and infrastructure so that engineers and scientists across the organization can depend on accurate, well-organized results.
Software Development Engineer (Distributed Systems) - Cloud Apple IncSoftware Development Engineer (Distributed Systems) - CloudCupertino, CAYou will be responsible for delivering critical features in the control plane of a cutting edge high performance compute platform, which improve the control plane's scalability, the platform's utilization and the types of workloads it can support, to meet the needs of our internal and external users. Knowledge of datacenter architecture (networking topologies, host placement strategies, and failure modes design of multi-datacenter systems; failure domains; and wide-area networking.
Backend Engineer - AI Quality and Systems, WWDR Engineering Apple IncBackend Engineer - AI Quality and Systems, WWDR EngineeringCupertino, CAWe are a fast-paced, collaborative group working with the latest AI technologies, and are looking for an engineer passionate about services and the discipline of automated testing to validate quality. The WWDR Engineering team builds apps and tools to support our developer community, including the Developer app and developer.apple.com.
Manufacturing Software Test Engineer FigureManufacturing Software Test EngineerSan Jose, California$130,000–$300,000 / yearSpend time on the manufacturing line understanding and responding to key pain points, including troubleshooting failures, improving visibility and debuggability, and increasing test coverage to catch downstream issues. We are looking for a Manufacturing Software Test Engineer to write, troubleshoot, and maintain our end of line software for programming, calibrating, and verifying subassemblies.
Systems Engineer II Senior Applied MaterialsSystems Engineer II SeniorSanta Clara, CA$110,500–$152,000 / yearIf you would like to contact us regarding accessibility of our website or need assistance completing the application process, please contact us via e-mail at Accommodations_Program@amat.com, or by calling our HR Direct Help Line at 877-612-7547, option 1, and following the prompts to speak to an HR Advisor. The salary offered to a selected candidate will be based on multiple factors including location, hire grade, job-related knowledge, skills, experience, and with consideration of internal equity of our current team members.
Sr. System Validation Engineer, Residential Energy Tesla IncSr. System Validation Engineer, Residential EnergyPalo Alto, CA$140,000–$252,000 / yearTo ensure Teslas overall mission of accelerating the worlds transition to sustainable energy, the Tesla Energy team is bringing our world-leading battery technology to the grid. Tesla is leveraging its breakthrough firmware, electronics, test, and manufacturing capability to develop and deploy grid-connected storage at residential, industrial, and utility levels.
Sr Staff Engineer, Factory Board Test (AI2502) SiMa Technologies IncSr Staff Engineer, Factory Board Test (AI2502)San Jose, CA$155,400–$248,600 / yearFunctional Board Test: Architect, implement and maintain functional test sequences (FT) executed via bench instruments and/or custom test fixtures to validate power delivery networks, clock domains, memory interfaces, high-speed I/O (PCIe, USB, Ethernet, MIPI), and SoC boot. Description: As Senior Staff Engineer, Factory Board Test, you will be a key technical leader within the Engineering team responsible for defining and driving the board-level test strategy for SiMa's MLSoC platform and associated printed circuit board assemblies (PCBAs).
Senior Embedded System Software Engineer - Platform Execution Lead NVIDIA CorpSenior Embedded System Software Engineer - Platform Execution LeadSanta Clara, CAExceptional project and program management abilities: experience developing and sustaining execution plans, issue trackers, and dashboards; strong responsibility for schedule, risk management, and cross‑team communication. Work closely with hardware, silicon, board build, validation, and factory teams to root‑cause complex hardware/software interaction issues on edge platforms and drive resolution to closure.
Staff/Principal Hardware System Design Engineer Micron Technology, Inc.Staff/Principal Hardware System Design EngineerSan Jose, CA$202,000–$344,000 / yearThis role focuses on tester hardware architecture and platform-level electrical design, integrating host compute, PCIe interfaces, high-speed interconnects, DUT interface hardware, power delivery, sideband control, firmware/software interfaces, and manufacturing needs into a complete test system. Hands-on experience with PCB schematic design/review, BOM development, component selection, board-level tradeoffs, and high-speed hardware considerations including SI/PI, thermal constraints, cost, and manufacturability.
Secure Systems Engineer - Platform Architecture Apple IncSecure Systems Engineer - Platform ArchitectureCupertino, CAIn this role, you will define the architecture and oversee the operation of distributed web services that set and enforce security policy for the development, manufacture, deployment, and operation of Apple products, ultimately driving continuous security improvements for these products. (e.g., secure boot, hardware roots of trust, designing and developing secure web services or scalable infrastructure for highly available applications, etc.) Experience with common programming languages such as Python, Go or C/C++.
Reliability Engineer, Chassis Systems Tesla IncReliability Engineer, Chassis SystemsFremont, CA$91,600–$234,000 / yearIf you have a strong technical first-principles understanding, excellent problem-solving skills, and a genuine fascination for engineering, this is an exciting opportunity to contribute to the cutting-edge technology of Tesla's products andshape the future. Work with manufacturing quality, service engineering, supplier quality and design teams to identify root causes and drive resolution for failures originating in testing and in the field.
Senior Manufacturing Test Engineer-ICT/FP UNIGEN CORPORATIONSenior Manufacturing Test Engineer-ICT/FPNewark, CA$90,000–$125,000 / yearAnalyze, plan, and present engineering solutions for ICT & Flying Probe Test operations covering the areas of ICT & Flying Probe Test quoting, DFT reports, ICT & Flying Probe Test program generation, and fixture debug/setup. Job Overview: The Senior Manufacturing Test Engineer - ICT & Flying probe test (MTE-ICT&FP) develops, implements, and maintains engineering methods, procedures, instructions, and systems of Unigen ICT & Flying Probe Test equipment.
Hardware Engineer (Test Development) Vertex Sigma SoftwareHardware Engineer (Test Development)Foster City, CaliforniaD. in Engineering or similar disciplineTeam/club competitions (e.g. Life Insurance (Basic, Voluntary & AD&D).
Systems Engineer IV Applied Materials IncSystems Engineer IVSanta Clara, CA$161,000–$221,000 / yearIf you would like to contact us regarding accessibility of our website or need assistance completing the application process, please contact us via e-mail at Accommodations_Program@amat.com, or by calling our HR Direct Help Line at 877-612-7547, option 1, and following the prompts to speak to an HR Advisor. The salary offered to a selected candidate will be based on multiple factors including location, hire grade, job-related knowledge, skills, experience, and with consideration of internal equity of our current team members.
Senior Systems Software Engineer - Autonomous Vehicles NVIDIA CorpSenior Systems Software Engineer - Autonomous VehiclesSanta Clara, CAThis role is ideal for someone who thrives on working across multiple layers of the software stack to drive modularization, improve abstraction, and enable extensibility and reuse. The base salary range is 184,000 USD - 287,500 USD for Level 4, and 224,000 USD - 356,500 USD for Level 5.
Plasma Sensing Systems Engineer Applied MaterialsPlasma Sensing Systems EngineerSanta Clara, CA$161,000–$221,000 / yearIf you would like to contact us regarding accessibility of our website or need assistance completing the application process, please contact us via e-mail at Accommodations_Program@amat.com, or by calling our HR Direct Help Line at 877-612-7547, option 1, and following the prompts to speak to an HR Advisor. The salary offered to a selected candidate will be based on multiple factors including location, hire grade, job-related knowledge, skills, experience, and with consideration of internal equity of our current team members.
Network Test Engineer (Bilingual - Chinese) Applied Optoelectronics IncNetwork Test Engineer (Bilingual - Chinese)San Jose, CAWe are looking for a Network Test Engineer, who will be testing high-speed optical transceivers and work cross departmentally to debug and troubleshoot to figure out root causes. Bachelor's degree in electrical or optical engineering with 3+ years of experience or Master's degree with 1+ year of experience.
Sr. Electrical Engineer, Optimus Hardware Validation Tesla IncSr. Electrical Engineer, Optimus Hardware ValidationPalo Alto, CAThe ideal candidate will have a solid background in electrical andor electronic engineering including low voltage and power distribution systems and an understanding of electromechanical or robotic systems. Collaboration with cross-functional teams will be a key part of your role requiring strong technical and problem-solving skills to contribute to the cutting-edge technology of the Optimus.
Senior Staff Systems Integration Engineer Tech Lead Agility Robotics IncSenior Staff Systems Integration Engineer Tech LeadFremont, CA$217,000–$281,000 / yearIn this role, you will own the overarching strategy for the bring-up and integration of new robotic systems, drive investigations into highly ambiguous, cross-functional root cause analysis, and architect net-new supporting processes to scale the integration team. Agility's commercially deployed humanoids operate alongside teams in warehouses, manufacturing facilities, and distribution centers-tackling physically demanding and repetitive tasks while enabling workers to focus on higher-value work.
RF Test Engineer Senior - Staff Zipline International IncRF Test Engineer Senior - StaffSouth San Francisco, CAOur customers include the world's largest and most prominent healthcare systems, governments, retailers, restaurants and global businesses who rely on us to save lives, reduce emissions, increase economic opportunity, and provide delivery from point A to point B as fast as possible. The Avionics team is a group of hardware, software, and test experts responsible for designing robust systems that control our life-saving drone delivery service in some of the toughest environments on Earth.
Senior Software Engineer, Embedded Systems, Health and Home GoogleSenior Software Engineer, Embedded Systems, Health and HomeMountain View, CAWe're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve.
Senior Software Development Engineer In Test - AI Tooling & Automation Salesforce.com, Inc.Senior Software Development Engineer In Test - AI Tooling & AutomationPalo Alto, CA$148,500–$223,900 / yearThis individual will work on Product Led Growth within the Self-Service and Growth organization, focused on helping new customers self-service and get started with Salesforce with a prescriptive out-of-the-box experience that shortens time to value across the entire Customer 360 of Marketing, Sales, Service, and Commerce. Hands-on Code Quality & White-Boxing: Dig deep into the application code to understand system architecture, identify quality gaps, perform white-box testing, and actively contribute to fixing code and test flakiness.