Computer Systems Validation Analyst Jobs

At Perplexity, we're changing how the world finds answers. In 2026, we launched Computer, the defining product for the new era of agentic AI. Millions of people now use Perplexity to transform knowledge into action, and our revenue operations team builds the processes and systems that help bring those products to businesses around the world. We're looking for a Revenue Operations Analyst who wants to do more than maintain a CRM or produce reports. This is an early, high-impact role where you'll work at the forefront of process, execution, and systems for our enterprise go-to-market organization. You will help determine how demand is attributed, how leads and accounts are routed, how opportunities move through the funnel, and how the business measures performance. You will work directly with Sales, Marketing, Customer Success, Finance, Analytics, and Enterprise Systems to turn strategy into clean day-to-day execution. We give our operations team the same AI tools we build for everyone else, and we expect you to use them to eliminate manual work, identify issues, and improve how the revenue organization operates. What you’ll do: Own and improve the day-to-day processes that move leads, accounts, contacts, and opportunities through the revenue funnel Maintain accurate attribution across inbound, outbound, product-led growth, partner, referral, and event motions Run and improve lead, account, and opportunity routing, including territory rules, ownership logic, rules of engagement, and exception handling Build and maintain Salesforce reports, dashboards, fields, flows, validation rules, and other process configuration Support pipeline reviews and forecasting by improving opportunity hygiene, stage accuracy, close dates, next steps, and follow-through Build reporting across funnel conversion, pipeline health, source performance, rep productivity, and operational SLAs Investigate and resolve data quality issues across Salesforce, Snowflake, marketing systems, sales engagem

RDQ427R273 Mission At Databricks, our mission is to simplify and democratize data and AI so more organizations can solve the world’s toughest problems. As a Product Designer focused on AI/BI experiences, your mission is to make advanced analytics, generative AI, and business intelligence intuitive, trustworthy, and actionable for both technical and non-technical users. As a Product Designer focused on AI/BI experiences, you won’t just design dashboards or workflows. You’ll design how humans and AI think together. You’ll help define what it feels like to ask a question of your company’s data in plain language — and receive an answer you can trust. You’ll shape how insights are generated, explained, challenged, and shared. You’ll craft the bridge between complex AI systems and real human decisions. You'll be working closely with the product and engineering teams based in Seattle. The impact you will have: Reimagine how users explore data using natural language and AI assistance Design interactions that make AI-generated insights transparent and trustworthy Create experiences that move from exploration → validation → action in minutes Enable collaboration between data engineers, analysts, and business leaders Help define new design patterns for AI-native enterprise software Influence long-term AI/BI strategy, contributing to how Databricks differentiates in the modern analytics landscape. What we look for: 5+ years of product design work experience. A bachelor's degree or equivalent, with specialization in HCI, Interaction Design, graphic design, computer science, or related disciplines. You’re comfortable talking to strategic customers in key decision-making positions. Experience shipping great digital products. We strongly believe that a designer’s involvement never stops. You should be comfortable overseeing and impacting the entire process from idea to GA. Demonstrated ability to lead large and complex design projects and balance the needs of diverse stakehold

SIXGEN’s mission is to deliver agile, mission-ready cybersecurity solutions that empower government and critical infrastructure organizations to stay ahead of advanced cyber threats. We combine innovation, deep expertise, and cutting-edge capabilities to uncover vulnerabilities, protect vital systems, and ensure operational superiority in an ever-evolving digital landscape. POSITION OVERVIEW Position: Lead Modeling and Simulation Engineer Job Type: Full Time Location: Onsite Clearance Requirements: TS/SCI & Poly (MUST HAVE) Travel: Up to 10% ABOUT THE TEAM SIXGEN supports missions by serving government and commercial organizations as they overcome global cybersecurity challenges. In this position, you’ll provide meaningful support to our customer’s missions and operations. You’ll work alongside a team of highly skilled operators who are dedicated to using innovative processes, tools, and techniques to get things done. Key Responsibilities Lead the development and implementation of cyber-physical and virtual simulation environments, including test ranges and emulated networks Design and execute modeling frameworks to replicate real-world systems, threats, and operational scenarios Integrate live, virtual, and constructive (LVC) simulation capabilities to support training, testing, and mission rehearsal Collaborate with cyber operators, engineers, and analysts to ensure simulations accurately reflect threat behaviors and mission requirements Oversee the validation and verification (V&V) of models and simulation outputs to ensure accuracy and reliability Support data collection, analysis, and visualization from simulation activities to inform decision-making Ensure compliance with DoD/IC modeling and simulation standards, cybersecurity requirements, and system accreditation processes Required Qualifications Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a relate

Principal Embedded Firmware and Software Engineer Description - We are seeking a Principal Embedded Firmware & Software Engineer to lead the design, development, and debugging of embedded software and firmware for computer systems. In this role, you will combine deep, hands-on engineering expertise with system-level technical leadership to ensure seamless integration between software and hardware components, delivering reliable and efficient system performance. You will collaborate closely with cross-functional teams including hardware engineers, software developers, QA, and product managers to bring high-quality products to market. Responsibilities Provide technical leadership for the architecture, development, security, integration, debugging, validation, and deployment of embedded firmware and software including BIOS/UEFI, EFI applications and drivers, embedded controllers, and RTOS-based systems. Analyze hardware and system architectures to define firmware requirements, dependencies, interfaces, integration strategies, and validation approaches. Troubleshoot and resolve firmware issues by designing and implementing enhancements, updates, and programming changes across firmware subsystems. Define and drive firmware integration, verification, and validation strategies, including automated testing, regression testing, and continuous integration . Develop and improve engineering tools and automation using Python and other appropriate technologies for development, debugging, testing, analysis, and validation. Advance CI/CD and DevSecOps practices for embedded development to improve engineering velocity, quality, traceability, and release confidence. Evaluate and apply AI-assisted software development and engineering tools where they can improve developer productivity,

Job Details: Job Description: Intel Foundry Automation - Back End Automation Group is seeking a talented student to support our Automation Integrators in advancing manufacturing automation systems. Key Responsibilities: • Assist Automation Integrators with troubleshooting, system upgrades, user training, and root cause analysis to improve efficiency and reduce waste. • Enable Automation Integrators in designing, developing, testing, and debugging software for factory operations, wafer processing, and packaging across multiple software layers. • Support client-based Station Controller systems through validation, troubleshooting, and quality control. Collaborate with global cross-functional teams to drive automation projects and integrate machine learning and AI solutions as needed. Qualifications: Candidates must be currently pursuing a bachelor's degree in computer science, Data Science, Computer Engineering, or a related discipline. They should possess strong analytical, problem-solving, and communication skills, along with hands-on programming experience in languages such as Python, C, and C#. Knowledge of Agile software development methodologies and experience with manufacturing systems are highly desirable. Job Type: Student / Intern Shift: Shift 1 (Malaysia) Primary Location: Malaysia, Penang Additional Locations: Malaysia, Kulim Posti

As a Firmware Validation Engineer, you will validate firmware functionality at the component, subsystem and system level, ensuring features operate reliably within the broader vehicle platform. This includes testing embedded applications, control logic, and feature integrations across hardware interfaces, sensors, and actuators to confirm they meet functional, performance, and safety requirements. Your work directly impacts the quality and readiness of customer-facing features by catching issues early, improving integration stability, and ensuring smooth delivery of these features to internal customers. Through close collaboration with firmware developers, systems engineers and cross-functional teams, you will help deliver robust and reliable features to production. In this role, you will: Define and develop comprehensive test plans based on requirements, trace testcases to requirements, set pass/fail criteria and refine requirements based on test outcomes Develop and implement test plans on multiple test layers (HiL, Dyno, Vehicle) Define tooling needs to execute tests and evaluate results efficiently Collaborate with system, firmware & hardware engineers to ensureimplementations meet requirements and desired functionality in accordance withproduct requirements. Investigate firmware issues through data analysis and issue reproduction Qualifications BS degree in Electrical, Mechanical, Computer or Systems Engineering 4+ years of experience in developing or testing embedded software Test automation with Python or other scripting languages Experience writing code with source control (Git) Hands-on technical experience debugging complex systems involving networked microprocessors and software-controlled electrical or electromechanical devices Experience parsing and analyzing log data/source code and identifying rootcause. Positive attitude, team player, and abil

We are seeking a highly skilled and experienced Data Scientist to join our Perception Verification and Validation team. The team is responsible for verifying and validating the perception stack of our autonomous driving system. The candidate will work closely with other data scientists, perception engineers, and systems engineers to develop datasets and metrics to quantify the performance of our perception system. The candidate will also help define key performance metrics that will enable perception engineers to directly measure the impact of new features on both the overall Perception stack as well as end-to-end system behavior. In this role, You will... Define key performance metrics that will help perception engineers to measure the impact of new features on the perception stack and the end-to-end system behavior Create and maintain datasets used to evaluate the perception stack and end-to-end driving performance. Analyze large scale metric results to identify patterns and insights about perception failure modes. Present results and insights to leadership. Design and implement statistical methods to quantify uncertainty in our performance and validation metrics. Qualifications Master's or PhD degree in Statistics, Mathematics, Computer Science, or a related field Proficient using data query languages (SQL and/or Spark/scala) to quickly build complex yet efficient data queries at scale and using Python to build production-quality code Basic experience with autonomous driving, safety-critical systems, or computer vision systems. Proficient in exploratory data analysis (EDA) and data visualization to understand and present trends and their implications for the business. Background in statistical modeling and analysis; including experience making data-driven decisions that connect point and uncertainty estimates to business impact. Bonus Qualificati

We are looking for a Principal Architect for SoC and System performance modelling. The NVIDIA Architecture Modeling group is looking for architects and software developers to join our various architecture efforts. A key part of NVIDIA's strength is to innovate in parallel computing fields, delivering the highest performance in the world for high-performance computing. We are constantly looking for ways to improve our SoC and Systems architecture and maintain our leadership. In this position, you will be working with other world-class architects on modeling, analysis and validation of chip & system architectures and features that advance the state of art in performance and efficiency. What you'll be doing: Modeling and analysis of SoC & Systems algorithms and features Work in a matrixed environment, across the different modelling teams, to document, design, develop tools to analyze and simulate, validate, and verify models Familiarize with the different models (functional and performance) that are used at NVIDIA and help with feature implementation as required. Develop tests, test plans, and testing infrastructure for new architectures/features and code coverage analysis and reporting Mentor early engineers and help sustain good coding practices. Learn about newer modelling techniques and frameworks, evaluate the best solution for our needs and work with your manager to drive the change What we need to see: Bachelor's Degree (or equivalent experience) in a relevant discipline (Computer Science, Electrical Engineering or Computer Engineering) 15+ years of relevant work experience or MS with 12+ years of experience or PhD with 7+ years of experience Strong programming ability: C++, C along with a good understanding of build systems (CMAKE, make), toolchains (GCC, MSVC) and libraries (STL, BOOST)

NVIDIA Architecture Modeling group is looking for Architects, Functional Modeling Engineers, and Simulation experts to join various architecture efforts across GPU/ SOC Architecture teams. A key part of NVIDIA's strength is to innovate in parallel computing fields, delivering the highest performance in the world for high-performance computing. We are constantly looking for ways to improve our SoC and Systems architecture and maintain our leadership. In this position, you will be working with other world-class architects on modeling, analysis and validation of chip & system architectures and features that advance the state of art in performance and efficiency. What you'll be doing: Modeling and analysis of SoC & Systems algorithms and features, across datacenter, automotive, and client products Build and deliver platforms for SOC's that enable left shift for the SW teams aligned with project milestones Work closely with the SOC architects and guide modeling teams to deliver high-quality functional models that involve SOC+GPU use cases Collaborate with our EDA partners to align on customer-facing technologies Develop tests, test plans, and testing infrastructure for new architectures/features and code coverage analysis and reporting Ensure alignment between the various modeling teams at NVIDIA, GPU modeling teams, and modeling teams overseas What we need to see: Master’s or PhD in Computer Science, Electrical Engineering, Computer Engineering, or a related relevant field (or equivalent experience) with 5+ years of relevant work experience. Strong programming ability: C++, C along with a good understanding of build systems (CMAKE, make) , toolchains (GCC, MSVC) and libraries (STL, BOOST) Computer Architecture background with experience in modelling wit

We are now looking for a Senior Architect for GPUs and SoCs: The NVIDIA Architecture Modelling group is looking for architects and software developers to join our various architecture efforts. A key part of NVIDIA's strength is to innovate in the graphics and parallel computing fields, delivering the highest performance in the world for high-performance computing. We are constantly looking for ways to improve our GPU architecture and maintain our leadership. In this position, you will be working with other world-class architects on modeling, analysis and validation of chip architectures and features that advance the state of art in performance and efficiency. What you'll be doing: Modeling and analysis of graphics and / or SOC algorithms and features Work in a matrixed environment, across the different modelling teams, to document, design, develop tools to analyze and simulate, validate, and verify models Familiarize with the different models (functional and performance) that are used at Nvidia and help with feature implementation as required. Develop tests, test plans, and testing infrastructure for new architectures/features. Code coverage analysis and reporting Mentor younger engineers and help sustain good coding practices. Learn about newer modelling techniques and frameworks, evaluate the best solution for our needs and work with your manager to drive the change Help develop AI based tools to increase efficiency. What we need to see: Bachelors Degree (or equivalent experience) in a relevant discipline (Computer Science, Electrical Engineering or Computer Engineering) 8+ years of relevant work experience or MS with 5+ years of experience or PhD with 2+ years of experience Strong programming ability: C++, C along with a good understanding of build systems (CMAKE, make), toolchains (GC

About the Team OpenAI’s Industrial Compute organization is responsible for building and scaling the infrastructure that powers our most advanced AI systems. Through a combination of strategic partnerships and self-built campuses, we are developing data center infrastructure at unprecedented scale and speed. The Data Center Delivery organization works across design, construction, commissioning, operations, vendors, and equipment suppliers to turn infrastructure plans into operational capacity. As projects progress from construction through commissioning and turnover, maintaining accurate equipment information, asset records, schedules, and documentation is critical to ensuring infrastructure is ready to operate and maintain. About the Role We are seeking a Maintenance Analyst to support the build, commissioning, and turnover of large-scale data center infrastructure. This role sits within the build organization and serves as a key connection point between equipment vendors, construction teams, commissioning teams, and the systems used to manage physical infrastructure. The Maintenance Specialist will ensure vendor equipment information is accurately captured, validated, and assigned to the appropriate equipment records, logs, and asset tags as infrastructure is installed and commissioned. In addition to equipment and maintenance data management, this person will provide real-time coordination and scheduling support as construction and commissioning activities progress. This role is well suited for someone who is highly organized, comfortable working with technical equipment information, and able to operate effectively in a fast-moving field environment. Key Responsibilities Own the collection, validation, and entry of vendor equipment information into equipment logs, asset registers, tagging systems, and infrastructure management tools. Maintain accurate equipment records, including manufacturer information, model and serial numbers, location, system association, war

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. Responsibilities: Responsible for generating and customizing reports summarizing business and financial data. Maintain and update business intelligence tools, databases, dashboards, systems and other methods to capture, analyze, and estimate customer business requirements. Build, maintain, and enhance Anaplan models based on design specifications and best practices. Translate business requirements into functional model components and develop and maintain data integrations between Anaplan and source systems. Design various financial planning and analysis (FP&A) use cases, including budgeting, forecasting, and financial reporting, as well as develop and implement automation routines and data integrations to streamline FP&A processes. Create business intelligence tools and systems, including user-friendly dashboards and reports for business users. Perform data validation and reconciliation to ensure data accuracy and provide end-user support. Experience: Position requires Bachelor's degree or foreign equivalent in Computer Science, Engineering, or related field. 3 years of experience in job offered, Engineering, or related occupation. At least 3 years’ experience with business intelligence and process flows to design custom solutions with Oracle ERP Cloud or Oracle Fusion Cloud applications, including finance, SCM, BICC, and OTBI reporting. At least 3 years’ experience with Anaplan or similar enterprise performance management for modeling, building, planning, analysis, and reporting. Experience developing plans and project management techniques to translate unstructured business problems into defined requirements. Experience transforming data and automating processes using Python or a similar scripting language. Benefits: Great medical, dental, and vision insurance options with additional progra

About Ubiquiti At Ubiquiti Inc., we create technology platforms for Businesses, Smart Homes, and Internet Service Providers, driven by our goal to connect everyone, everywhere. To date, Ubiquiti has shipped over 100 million devices worldwide, from ISP networking products to next generation of IT solutions. Our growth is made possible by the dedicated team of hundreds behind the scenes. From software developers and product managers to designers and strategists, Team UI is driven to achieve our common goal: Rethinking IT. At Ubiquiti, you’ll heighten your potential and broaden your horizons - all while shaping the future of connectivity. We’re looking for a Senior AI/Computer Vision Engineer to build AI systems end to end, from defining the problem and data requirements to training models, validating them, deploying on edge devices, and integrating them into C++ pipelines. This is a hands-on engineering role for someone who can take applied AI projects from concept to production and is comfortable working across modeling, evaluation, deployment, and system integration. Responsibilities: Own AI and computer vision projects end to end, from technical definition to production deployment; Translate product needs into system, data, model, and evaluation requirements; Define data collection, annotation, and validation strategies; Train and optimize deep learning models for real-world vision and multimodal applications; Build testing, benchmarking, and failure analysis workflows; Optimize models for edge devices with attention to latency, memory, throughput, and accuracy tradeoffs; Integrate models into production inference systems, including C++ edge pipelines; Work closely with software and product teams to ship reliable AI features at scale. Requirements: MS or PhD in Computer Science, Electrical Engineering, or a related field, or equivalent practical experience; Strong Python skills; Solid experience with PyTorch, TensorFlow, or similar frameworks; 4+ years of expe

About Ubiquiti At Ubiquiti Inc., we create technology platforms for Businesses, Smart Homes, and Internet Service Providers, driven by our goal to connect everyone, everywhere. To date, Ubiquiti has shipped over 100 million devices worldwide, from ISP networking products to next generation of IT solutions. Our growth is made possible by the dedicated team of hundreds behind the scenes. From software developers and product managers to designers and strategists, Team UI is driven to achieve our common goal: Rethinking IT. At Ubiquiti, you’ll heighten your potential and broaden your horizons - all while shaping the future of connectivity. We’re looking for a Senior AI/Computer Vision Engineer to build AI systems end to end, from defining the problem and data requirements to training models, validating them, deploying on edge devices, and integrating them into C++ pipelines. This is a hands-on engineering role for someone who can take applied AI projects from concept to production and is comfortable working across modeling, evaluation, deployment, and system integration. Responsibilities: Own AI and computer vision projects end to end, from technical definition to production deployment; Translate product needs into system, data, model, and evaluation requirements; Define data collection, annotation, and validation strategies; Train and optimize deep learning models for real-world vision and multimodal applications; Build testing, benchmarking, and failure analysis workflows; Optimize models for edge devices with attention to latency, memory, throughput, and accuracy tradeoffs; Integrate models into production inference systems, including C++ edge pipelines; Work closely with software and product teams to ship reliable AI features at scale. Requirements: MS or PhD in Computer Science, Electrical Engineering, or a related field, or equivalent practical experience; Strong Python skills; Solid experience with PyTorch, TensorFlow, or similar frameworks; 4+ years of expe

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Responsible for early validation of DRAM products with customers' newest technology. Involved in computer system-level failure analysis, characterization, and qualification of our products. Run and configure diagnostic software, craft experiments, analyze and interpret data, debug fails, develop custom tools, and communicate data to customers both inside and outside Micron. Work with other specialists within the Systems Compatibility Group as well as multi-functional teams including Application Engineering Groups, Product Engineering, Return Material Authorization (RMA), and throughout Micron. Lead Micron Product Qualifications with Internal and External customers. Build and develop validation strategies for new or existing technologies, which may include developing system test methodologies and system diagnostic tools. Design and implement automation for System Level testing. Define and execute system test methodologies. Employer will accept a Master’s degree in Electrical Engineering, Computer Engineering or related field. Position requires: 1. Utilizing Knowledge of computer architecture to perform system-level memory validation, system characterization and failure analysis, and developing system diagnostic tools. 2. Utilizing Python to evaluate and develop diagnostic software, system debug and test methodologies. 3. Designing experiments, analyzing and interpreting data, crafting custom tools and communicating data to customers. 4. Building and developing validation strategies for new technology inc