NewSystem Engineer - Hardware support - Contract TalentBurst, Inc.System Engineer - Hardware support - ContractSanta Clara, CA$32–$32.37 / hourThe System Engineer's focus is on improving reliability and robustness of the sequencing and sample prep platforms through failure analysis, root cause investigations, troubleshooting and identifying and supporting implementation of solutions. Drawing on experience in systems, biochemistry, electrochemistry, electromechanical and/or materials science, the System Engineer will be part of the troubleshooting team and will be responsible for supporting the next generation sequencing system and the sample prep platform.
NewSenior Electrical Engineer JobotSenior Electrical EngineerMountain View, CA$186,000–$225,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. A rapidly growing aerospace technology company is seeking a Senior Electrical Hardware Engineer to join a highly collaborative hardware team developing next-generation spacecraft systems.
Sr Network Engineer Raas Info Solutions Pvt LtdSr Network EngineerMountain View, CAContractorTroubleshooting & Resolution: Troubleshooting of complex network issues, performing deep-dive analysis, root cause isolation, and permanent resolution for incidents affecting end users. Deployment & Operations: Deployment, configuration, and maintenance of network hardware (routers, switches, firewalls) from Cisco and Palo Alto (C9200, C9300X, C9200, PA5500).
NewPrincipal Mechanical Engineer JobotPrincipal Mechanical EngineerSan Jose, CA$200,000–$260,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. Founded by industry veterans from leading aerospace and satellite organizations, the company has rapidly grown into a team of over 200 engineers, scientists, and innovators focused on building next-generation space infrastructure.
NewFSOC Embedded Controls Engineer JobotFSOC Embedded Controls EngineerLivermore, CA$125,000–$165,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. We are an innovative technology company developing next-generation intelligent systems that combine advanced hardware, embedded software, and real-time controls.
NewManufacturing Test Development Engineer JobotManufacturing Test Development EngineerSunnyvale, CA$95,000–$200,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. We are seeking an experienced Manufacturing Test Development Engineer to design, develop, and deploy manufacturing test solutions for complex, high‑performance hardware systems, from PCB and PCBA through full system‑level test.
NewSenior AI Engineer JobotSenior AI EngineerSan Francisco, CA$225,000–$280,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. The product sits at the intersection of AI, automation, and real world impact, using LLMs and agentic systems to replace hours or weeks of manual work with intelligent, scalable software.
Electrical Engineer V BC ForwardElectrical Engineer VBurlingame, CA$61–$65 / yearFull timeThe ideal candidate will have strong experience in RF hardware design, RF simulation, and RF system validation and a proven ability to deliver robust RF designs, optimize performance, and resolve complex RF issues across component, board, and system levels. With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Product Design Engineer II Pinnacle Technical ResourcesProduct Design Engineer IICupertino,, California$50–$60 / hourContractorli class="MsoNoSpacing" style="text-align:justify;margin:0in">Client’s approach to packaging is unique, so we value people who are eager to learn new skills and further improve their knowledge of packaging design, manufacturing processes, and sustainable materials. Collaborate with crossfunctional teams including hardware, environmental, operations, and technology groups to refine and execute on the design on the packaging .
Test Engineer III Pinnacle Technical ResourcesTest Engineer IIICupertino,, California$65–$70 / hourContractorThe specific compensation for this position will be determined by a number of factors, including the scope, complexity and location of the role as well as the cost of labor in the market; the skills, education, training, credentials and experience of the candidate; and other conditions of employment. Successfully placed or hired candidates would only be asked for banking details after accepting an offer from us during our official onboarding processes as part of payroll setup.
NewSr. SW Test Engineer Visa Technology and Operations LLCSr. SW Test EngineerFoster City, CA$109,700–$170,200 / yearMasters, MBA, JD, MD)Minimum 3 years hands-on development experience • Excellent verbal and written communication skills to work well across teams • Experience with Agile Methodologies, Tools (Jira, Confluence) • Experience with Unit, Acceptance, Performance, Non-functional test, Certification test lifecycle, BDD/TDD methodology • Experience testing software at API level using SOAP UI, Postman, REST Client etc. Open VisaNet leverages state of the art Open Software technologies to achieve these goals on commodity hardware, such as Go, Scala, Apache Kafka, Docker, Kubernetes, Aerospike, Elasticsearch etc. and involves collaboration with exceptional group of software engineers, systems performance engineers, security specialists, DevOps engineers, payment experts, infrastructure and solution architects.
NewElectrical Engineer CollaberaElectrical EngineerBerkeley$85–$90 / hourTemporaryContractordiv class="x_elementToProof">Role: Staff Electrical Engineer Location: Berkeley, CA 94704 Type : Long Term Contract Pay Range: $85-$90/hr. Day-to-Day Responsibilities:. • Experience working in high-power, industrial, automotive, energy, battery, or similarly safety-critical environments.
MCAD Support Engineer Butler America AerospaceMCAD Support EngineerSanta Clara, CA$50–$65 / hourFull timeThe Tier 1 MCAD Support Engineer (Siemens NX) provides technical support for Mechanical CAD (MCAD) systems using Siemens NX in an enterprise engineering environment. The role focuses on user onboarding, access provisioning, installation, licensing, environment configuration, basic NX usage support, and NX PLM (Teamcenter) connectivity.
NewEnd point engineer - Contract TalentBurst, Inc.End point engineer - ContractPalo Alto, CAUnderstanding of the endpoint and identity considerations unique to AI tools: network allowlisting for LLM API endpoints, DLP policy tuning for AI-generated content, user provisioning workflows, and communicating rollout plans across IT, Security, and end-user teams. Unified Endpoint Management (UEM) Daily Operations: Perform daily upkeep, system maintenance, and regular patch management for all managed endpoints to ensure security and stability.
NewInfrastructure/Reliability Engineer BC ForwardInfrastructure/Reliability EngineerSunnyvale, CAFull timeThe ideal candidate will have strong experience in computer hardware architecture, digital design, and systems integration and a proven ability to deliver reliable hardware solutions from concept through production. Design and develop computer hardware and peripherals, including CPUs, support logic, microprocessors, custom ICs, printers, and storage devices.
NewAutomation Engineer Level IV - Contract TalentBurst, Inc.Automation Engineer Level IV - ContractMenlo Park, CAstrong>Responsibilities: Test and automate end-to-end network test cases (control-plane, data-plane, performance, stress/soak) using the inhouse test framework used by DNE team. Maintain and improve existing automation, test configs, and lab tooling; Collaborate with Netcastle (lab infra), Routing, and FBOSS XFN partners to unblock coverage.
Hardware Development Engineer - EC2 Networking and Outpost hardware team, Hardware Engineering Services Amazon.com IncHardware Development Engineer - EC2 Networking and Outpost hardware team, Hardware Engineering ServicesCupertino, CAp>We aim to hire engineers who will thrive in a fast-paced, collaborative and open environment, who aren"t afraid to dive-deep to solve seemingly impossible challenges, who want to build rock solid never-fail, highly-secure hardware at world-class scale and who obsess over customers. As a member of the UC organization, you'll support the development and management of Compute, Database, Storage, Internet of Things (IoT), Platform, and Productivity Apps services in AWS, including support for customers who require specialized security solutions for their cloud services.
Senior Hardware Design Engineer UNIGEN CORPORATIONSenior Hardware Design EngineerNewark, CA5+ years of experience in designing high density boards with fine pitch components and high-density connectors, including expertise in high-speed interfaces such as DDR4, DDR5, PCIe Gen5/6 and microcontrollers and processors. Power & Signal Integrity: Define and optimize robust board-level power distribution networks (PDN) capable of managing massive, transient current steps driven by modern AI logic gates.
System Hardware Design Engineer Zp Group LlcSystem Hardware Design EngineerSan Jose, CA$210,000–$260,000 / yearKeywords: Senior Electrical Engineer, System Hardware Design Engineer, Board-Level Design, PCB Systems Design, High-Speed Interfaces, PCIe Gen5, PCI Express Gen 6, Ethernet, Signal Integrity, SI Engineering, Board Bring-Up, Hardware Debug, Lab Validation, Compliance Testing, Reliability Testing, Product Qualification, System Architecture, Hardware Architect, HyperLynx, Ansys SI, High-Speed PCB, Systems Engineering. The ideal System Hardware Design Engineer role is ideal for a staff‑caliber board‑level designer who thrives in hands‑on system integration, board bring‑up, and high‑speed interface validation while influencing overall system architecture.
Senior Hardware Design Engineer Zp Group LlcSenior Hardware Design EngineerSaratoga, CA$210,000–$250,000 / yearKeywords: Hardware Design Engineer, Hardware Design, Board Design, Hardware Development, Networking Systems, High-speed, Ethernet, PCIe, Electrical Engineer. Piper Companies is seeking a Senior Hardware Design Engineer who will sit on site in Saratoga CA 5 days a week.
Sr. Hardware Design Engineer - Electrical, Satellite Payload Starlink Space Exploration Technologies CorpSr. Hardware Design Engineer - Electrical, Satellite Payload StarlinkSunnyvale, CAp>Typical ownership spansblock diagrams and high-level concept of operations definition,requirements capture,part selection andschematic capture,PCB layoutoversight, signal and power integrity analysis,supply chainand vendorengagement,hardware bring up and qualification,production test definition,troubleshooting and failure analysis, review of hardware performance on orbit,andtheincorporation of lessons learned and design improvements for the next generation. Common design elements includehigh powermixed-signalASICs,cutting edgePAM4SerDes,fully custom RF front ends and antenna elements,highly reliable anddensepowerconversionand distribution, extremetemperatureenvironments,customcopper and optoelectronicinterconnect, and tight electromechanical/thermal integrationdesigned formass manufacturing.
Senior Hardware Design Engineer Fairchild Imaging, Inc.Senior Hardware Design EngineerSan Jose, CA$180,000–$200,000 / yearp>We are seeking an experienced Senior Hardware Design Engineer to lead the design and development of advanced PCB-based imaging platforms for next-generation CMOS image sensors, board-level cameras, and X-ray camera systems. Lead hardware development focused on robust USB-C interoperability, including: USB-C orientation support, enumeration and configuration reliability, sustained high-bandwidth streaming performance, cable and host interoperability robustness.
Senior Hardware Design Engineer Fairchild ImagingSenior Hardware Design EngineerSan Jose, Californiap>We are seeking an experienced Senior Hardware Design Engineer to lead the design and development of advanced PCB-based imaging platforms for next-generation CMOS image sensors, board-level cameras, and X-ray camera systems. Lead hardware development focused on robust USB-C interoperability, including: USB-C orientation support, enumeration and configuration reliability, sustained high-bandwidth streaming performance, cable and host interoperability robustness.
Hardware Engineer 3 – Electrical Validation & Testing Hewlett Packard EnterpriseHardware Engineer 3 – Electrical Validation & TestingSunnyvale, Californiadiv>
Hardware Engineer 3 - Electrical Validation & Testing Hewlett Packard Enterprise CoHardware Engineer 3 - Electrical Validation & TestingSunnyvale, CA$105,500–$213,500 / yearPlease note that Hewlett Packard Enterprise (HPE), its direct and indirect subsidiaries and affiliated companies, and its authorized recruitment agencies/vendors will never charge a candidate a registration fee, hiring fee, or any other fee in connection with its recruitment and hiring process. We help companies connect, protect, analyze, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights into outcomes at the speed required to thrive in today's complex world.
Hardware Design Engineer - Optical Solutions MolexHardware Design Engineer - Optical SolutionsFremont, CAFull timeOur advanced optical, mechanical, electrical, and software design capabilities support the evolving needs of high-density, high-bandwidth, and flexible optical networks across telecom, datacom, hyperscale datacenters, artificial intelligence, and supercomputing. Collaborate with cross-functional teams, including optical, hardware, mechanical, software, and process engineers, to deliver high-performance, cost-effective, and robust products, ensuring efficient and repeatable manufacturing.
User Experience Hardware Electrical Engineer Ursus, Inc.User Experience Hardware Electrical EngineerFoster City, CA$83–$93.46 / hourYou ll collaborate with a team of world-class engineers with diverse backgrounds in areas such as AI, robotics, machine learning, controls, computer vision, simulation, design, and automated testing. In this highly cross-functional role, you will need to develop requirements, solve challenging design problems, create and test prototypes, and coordinate projects to meet critical company milestones.
Staff Hardware Engineer - Board-Level Design Zp Group LlcStaff Hardware Engineer - Board-Level DesignSan Jose, CA$240,000–$260,000 / yearp>Keywords: Electrical Engineer, Staff Electrical engineer, hardware engineer, system engineer, board-level design, high-speed design, hardware architect, systems integration, board bring-up, hardware debugging, system-level validation, lab testing, signal integrity, power integrity, high-speed interfaces, PCIe Gen5, PCIe Gen 6, 10G Ethernet, 25G, 100G ethernet, SERDES, High-speed IO, HyperLynx, Ansys SI Tools, Hardware Integration, Compliance testing, Vendor selection, Technology Evaluation, DFM, design for manufacturing, technical leadership. Piper Companies is seeking two experienced Staff Hardware Engineers - Board-Level Design (High-Speed Focus) to support system-level hardware development within a cutting-edge technology environment.
Senior BMS Electrical Hardware Design Engineer ALSOSenior BMS Electrical Hardware Design EngineerPalo Alto, CaliforniaWe’re a passionate team of builders, dreamers, doers and innovators, focused on creating entirely new (not to mention, innovative and delightful) vertically integrated, small EVs designed to meet the global mobility challenges of today and tomorrow. ALSO is looking for a Senior Battery Electronics Engineer to develop electronics systems for multiple micromobility platforms.
Staff Hardware Design Engineer, Platforms Infrastructure Engineering Google LLCStaff Hardware Design Engineer, Platforms Infrastructure EngineeringSunnyvale, CAp>Google is a global company and, in order to facilitate efficient collaboration and communication globally, English proficiency is a requirement for all roles unless stated otherwise in the job posting. Experience with Machine Learning (ML) and Artificial Intelligence (AI) Hardware platforms, including Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs).
AI Hardware Design Engineer TechDigitalAI Hardware Design EngineerSanta Clara, CADevelop forward surrogate models for CVD/ALD/etch chambers mapping geometry, gas chemistry, flow, temperature, and power to film-uniformity, step-coverage, particle behavior, and thermal outcomes. Implement inverse-design workflows where target performance specifications generate feasible chamber geometries, showerhead/baffle designs, and process conditions via generative or adjoint/topology-optimization methods.
Sr. Staff Engineer, Electronic Hardware Design Ayar Labs IncSr. Staff Engineer, Electronic Hardware DesignSan Jose, CA$170,000–$223,000 / yearp>Backed by industry giants like NVIDIA, AMD, Mediatek and Intel and manufactured in partnership with the worlds leading semiconductor ecosystem, Ayar Labs co-packaged optics solution is key to unleashing next-generation AI scale-up architectures. As pioneers of co-packaged optics (CPO), we are using light instead of electricity to move data faster, further, and with a fraction of the energy needed to fuel the explosive growth of AI models.
Principal Engineer, Electronic Hardware Design Ayar Labs IncPrincipal Engineer, Electronic Hardware DesignSan Jose, CA$180,000–$250,000 / yearp>Backed by industry giants like NVIDIA, AMD, Mediatek and Intel and manufactured in partnership with the world's leading semiconductor ecosystem, Ayar Labs' co-packaged optics solution is key to unleashing next-generation AI scale-up architectures. As pioneers of co-packaged optics (CPO), we are using light instead of electricity to move data faster, further, and with a fraction of the energy needed to fuel the explosive growth of AI models.
Staff Hardware Engineer, Sensing Architect Tesla IncStaff Hardware Engineer, Sensing ArchitectPalo Alto, CA$91,600–$137,400 / yearli>Enable high-volume production: Partner with manufacturing, test, and supplier teams to optimize yield, reduce defects, and scale production-delivering repeatable, high-quality processes for mass deployment across global vehicle programs. Own schematic, PCB, and BOM execution: Lead end-to-end hardware development-from schematic capture and high-integrity PCB layout using EDA tools to BOM definition-ensuring signal integrity, power delivery, thermal performance, and EMC compliance.
Hardware System Design Electrical Engineer - iPhone Apple IncHardware System Design Electrical Engineer - iPhoneCupertino, CAEngineers, who like to immerse themselves in systems hardware design, creating magic in the palm of their hand on a device that will affect millions of iPhone users. This is a unique hardware design position that starts at product concept and continues all the way through to mass production.
iPhone Hardware Systems Design Electrical Engineer Apple InciPhone Hardware Systems Design Electrical EngineerCupertino, CAEngineers, who like to immerse themselves in systems hardware design, creating magic in the palm of their hand on a device that will affect millions of iPhone users. This is a unique hardware design position that starts at product concept and continues all the way through to mass production.
NewElectrical Hardware Engineer – Central Compute GMElectrical Hardware Engineer – Central ComputeSunnyvale, California$90,000–$136,200 / yearBenefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more.. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.
Hardware Engineer - Optics Hewlett Packard Enterprise CoHardware Engineer - OpticsSunnyvale, CA$135,500–$275,000 / yearAdditional Skills: Accountability, Accountability, Action Planning, Active Learning, Active Listening, Agile Methodology, Agile Scrum Development, Analytical Thinking, Bias, Coaching, Creativity, Critical Thinking, Cross-Functional Teamwork, Data Analysis Management, Data Collection Management (Inactive), Data Controls, Design, Design Thinking, Empathy, Follow-Through, Group Problem Solving, Growth Mindset, Intellectual Curiosity (Inactive), Long Term Planning, Managing Ambiguity {+ 5 more}. This individual will be a subject matter expert in 100G/400G/800G/1.6T pluggable optical/electrical transceiver and cable assembly interconnects and be responsible for module level specifications and test verification across HPE's switching, routing and security platforms.
Principal Hardware Engineer Hewlett Packard EnterprisePrincipal Hardware EngineerSunnyvale, Californiadiv>
Principal Hardware Engineer Hewlett Packard Enterprise CoPrincipal Hardware EngineerSunnyvale, CA$153,500–$310,500 / yearp>About the position: Expert hardware systems engineer working with architects, product line managers, software engineers, test engineers and NPI (New Product Introduction) teams to develop cutting edge, high-end routing platforms. Deep knowledge of systems design considerations from many angles including software, firmware, BIOS, PCB layout, signal integrity, mechanical, thermal, power, EMI compliance, manufacturability, testability, MTBF and COGS.
Hardware Electrical Engineer, Augmented Reality Glasses Google LLCHardware Electrical Engineer, Augmented Reality GlassesSan Jose, CACollaborate cross-functionally with Hardware, Firmware, Software, Power, Mechanical, Thermal, Validation, Signal Integrity, Manufacturing, and external vendors to ensure system integration meeting quality and schedule. Minimum qualifications: Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, Physics, or a specialized field (e.g., Optics, Sensors, Audio/DSP, etc.), or equivalent practical experience.
Staff Hardware Engineer: Connectivity Modules GMStaff Hardware Engineer: Connectivity ModulesSunnyvale, California$145,000–$222,200 / yearThe ideal candidate has deep, hands-on experience developing and executing component- and system-level test plans for systems involving high-performance computing and wireless interfaces, plus a proven track record of leading and mentoring engineers, and influencing cross-functional direction. This role is tightly coupled to cross-functional teams, including mechanical designers, PCB layout, product managers, RF/Wireless and systems engineers, suppliers, and software/firmware teams, to: Create secure and reliable Connectivity solutions.
Staff Hardware Engineer BrightAI CorporationStaff Hardware EngineerPalo Alto, Californiali>Experience in designing and implementing digital interfaces, including MIPI (camera and display), USB, I2C/SPI, SDIO, UART as well as wireless protocols such as LTE, Bluetooth, and Wi-Fi/Bluetooth. Our team is composed of the best and brightest minds, many of whom have played key roles in leading companies such as Microsoft, Amazon Alexa, SmartThings, and Samsung.
Principle Hardware Design Engineer - Systems Engineering Veracity Software IncPrinciple Hardware Design Engineer - Systems EngineeringSanta Clara, CAThis role focuses heavily on high-speed signal integrity engineering, PCIe Gen5/Gen6 reference board design, power integrity analysis, validation board implementation, package collaboration, and cloud compute systems. The ideal candidate will possess deep expertise in high-speed PCB design, signal integrity analysis, SERDES technologies, PCIe protocols, power delivery systems, and board bring-up/debug activities within complex semiconductor environment.
Hardware System Design Electrical Engineer - iPhone Devboard Apple IncHardware System Design Electrical Engineer - iPhone DevboardCupertino, CAp>The iPhone team is looking for experienced Hardware Design Engineers who are motivated by the opportunity to make design decisions, often difficult ones, that will benefit millions of iPhone users worldwide. This is a unique hardware design position that starts at product concept designing the development platforms for future iPhone generations, following through HW build and bringup.
Hardware Engineer Everpure, IncHardware EngineerSanta Clara, CAli>Drive product quality by leading hardware validation and qualification, including defining, implementing, and automating comprehensive test plans for sub-systems like CPU, DDR memory, and key bus technologies (PCIe, Ethernet), directly impacting system stability and time-to-market. Proven capability in high-speed hardware design and analysis, including hands-on experience with schematic capture, driving complex PCB layouts, and using tools like high-speed oscilloscopes and bus analyzers for debugging and analysis.
Senior Systems Hardware Engineer Zp Group LlcSenior Systems Hardware EngineerSan Jose, CA$210,000–$260,000 / yearKeywords: Hardware Development, Systems Hardware Engineer, Electrical Engineering, High-Speed Design, SerDes, Ethernet, ASIC, Cadence, Allegro, PCB Design, Signal Integrity, Data Center Hardware, AI Infrastructure, PCIe, MDIO, SPI, Python. The Senior Systems Hardware Engineer will play a key role in shaping the hardware lifecycle end-to-end, working closely with ASIC, software, and system teams to solve complex technical challenges at scale.
Hardware Design Engineer Advanced Micro Devices, IncHardware Design EngineerSan Jose, Californiaul style="margin-bottom:0in;margin-top:0px">Expertise in RTL design (Verilog/SystemVerilog), including digital/analog block implementation. Build early-stage RTL designs based on product and architecture intent driving Silicon and Solution co-development.
AI Senior Hardware Design Engineer (Liquid Thermal Cooling Server Racks) Top Dog EngineersAI Senior Hardware Design Engineer (Liquid Thermal Cooling Server Racks)San Jose, California$175,000–$200,000div>Key Responsibilities:Technical Solution Design and Support:Responsible for the design, simulation, and optimization of key components in server liquid cooling systems, such as cold plates, manifolds, and sealing structures. Lead the thermal management structural layout of liquid-cooled servers, collaborating with hardware, power supply, structural, and testing teams to complete the integration, assembly, and maintainability design of liquid-cooled servers.
Ai Hardware Design Engineer Tranzeal Inc.Ai Hardware Design EngineerSanta Clara, CAli>Develop forward surrogate models for CVD/ALD/etch chambers mapping geometry, gas chemistry, flow, temperature, and power to film-uniformity, step-coverage, particle behavior, and thermal outcomes. Implement inverse-design workflows where target performance specifications generate feasible chamber geometries, showerhead/baffle designs, and process conditions via generative or adjoint/topology-optimization methods.