Data Engineer - Sr. Consultant level Visa Technology and Operations LLCData Engineer - Sr. Consultant levelFoster City, CA$169,100–$270,800 / yearVisa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid. Masters, MBA, JD, MD) or 2 years of work experience with a PhD Preferred Qualifications • 9 or more years of relevant work experience with a Bachelor Degree or 7 or more relevant years of experience with an Advanced Degree (e.g.
NewStaff Data Engineer Visa Technology and Operations LLCStaff Data EngineerFoster City, CA$146,200–$233,700 / yearVisa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid. At Visa, you'll have the opportunity to create impact at scale — tackling meaningful challenges, growing your skills and seeing your contributions impact lives around the world.
NewSenior AWS Redshift Data Engineer (Contract | 1099) BraintrustSenior AWS Redshift Data Engineer (Contract | 1099)San Francisco / Bay Area, CABraintrust is a global talent network that connects top independent professionals with leading companies for high-quality, flexible work. We help organizations hire skilled talent faster while giving professionals access to vetted opportunities with innovative teams.
Data Engineer III Pinnacle Technical ResourcesData Engineer IIICupertino,, California$75–$85 / 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. This will be a data engineer role for processing battery testing data to facilitate battery algorithm delivery and support battery algorithm simulations to validate the battery algorithm and project the product KPIs.
Data Engineer II Pinnacle Technical ResourcesData Engineer IISunnyvale,, CaliforniaContractorThe specific compensation for this position will be determined by several 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. The ideal candidate will be responsible for designing, building, and maintaining scalable data pipelines and systems to support our organization's data needs.
NewOperations Safety Engineer – Autonomous Systems ComriseOperations Safety Engineer – Autonomous SystemsSunnyvale, CA$0–$40 / hourFull timeCross-Functional Collaboration: Exceptional communication and interpersonal skills with a proven track record of influencing cross-functional working groups across engineering, policy, and frontline operations teams. In this role, you will facilitate risk assessments, support incident investigations, monitor fleet safety, and help maintain governance frameworks that align with evolving regulatory requirements and operational objectives.
NewData Scientist III- #26-17469 US Tech Solutions, Inc.Data Scientist III- #26-17469Menlo Park, CAThe main function of a data analyst is to coordinate changes to computer databases, test, and implement the database applying knowledge of database management systems. DQ- avoid small scale pipeline experience, folks must be comfortable to work in very large data number sets so it is best when they come from big companies.
Supplier Quality Engineer Raas Info Solutions Pvt LtdSupplier Quality EngineerFremont, CA$50–$54.99 / hourContractorThe role involves evaluating thermal/mechanical designs, supplier manufacturing capability, reliability test reports, and process quality to ensure products meet performance, manufacturability, serviceability, and compliance requirements. Job Summary: Responsible for supplier quality management of data center rack systems and advanced cooling solutions.
NewTechnical Project Manager (TPM) - Data Engineering and Analytics - Contract TalentBurst, Inc.Technical Project Manager (TPM) - Data Engineering and Analytics - ContractSunnyvale, CA$84.93 / hourLead the technical delivery, implementation, business change management and adoption of new scalable and reliable data analytics and business intelligence solutions for cross-department leadership and business teams. The TPM should be well versed with business requirements gathering, business stakeholder alignment, managing projects from concept to delivery using hybrid method of Agile and Waterfall, providing stakeholders status reports, and execute on all phases of a project.
Lead Dimensional Engineer-Autonomous Vehicle Sensors (Multi-Platform) ComriseLead Dimensional Engineer-Autonomous Vehicle Sensors (Multi-Platform)Foster City, CA$0–$105 / hourFull timeDatum and Tolerance Strategy: Define vehicle build requirements, establish robust datum schemes, sensor mounting locator strategies, and tolerance allocations to guarantee rock-solid sensor-to-body and sensor-to-sensor co-calibration stability. Supplier Capability and PPAP: Partner directly with Supplier Quality (SQ) teams to evaluate supplier capability, establish dimensional acceptance criteria, and resolve engineering escalations to protect program milestones.
NewSr. Software Engineer (Data Migration & Management) NetAppSr. Software Engineer (Data Migration & Management)San Jose, CA$220,000–$265,000 / year3+ years of expert level hands-on experience in fault tolerant, highly scalable cloud architectures including service-oriented architectures, cloud-native (FAAS, PAAS), and cloud storage services with at least one hyper scaler (Azure, AWS, GCP). As the only enterprise-grade storage service natively embedded in Google Cloud, AWS, and Microsoft Azure, we empower customers to run everything from traditional workloads to enterprise AI with unmatched performance, resilience, and security.
Senior Hardware Development Engineer, AWS Mainstream Compute Amazon Web Services, Inc.Senior Hardware Development Engineer, AWS Mainstream ComputeCupertino, CAYou will work closely with our customers to understand their technical needs and business goals, leveraging your experience with server design and the knowledge of various teams to architect the solutions that we will deploy at scale. We pioneered cloud computing and never stopped innovating — that’s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.
Hardware Lab Engineer TeleWorld SolutionsHardware Lab EngineerSanta Clara, CAContractorWith the experience of hundreds of thousands of successful implementations, including macro, DAS, Small Cells, and Wi-Fi, the world’s leading network operators and OEMs trust our knowledge and experience to plan, perform, troubleshoot, and implement an array of technologies and solutions. TeleWorld Solutions is a strategic wireless engineering and consulting firm offering network operators, OEMs, and tower companies’ turnkey design, optimization, network dimensioning, and deployment services.
Sr. Physical Design Engineer - Static Timing Analysis, Annapurna Labs, Cloud Scale Machine Learning Annapurna Labs (U.S.) Inc.Sr. Physical Design Engineer - Static Timing Analysis, Annapurna Labs, Cloud Scale Machine LearningCupertino, CAAs a member of the Cloud-Scale Machine Learning Acceleration team you’ll be responsible for the design and optimization of Hardware in our data centers including technologies such as AWS Inferentia which is a machine learning inference product designed to deliver high performance at low cost. 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.
PERFORMANCE HARD PARTS ENGINEER 034MotorsportPERFORMANCE HARD PARTS ENGINEERFremont, CAFull timeStrong understanding of manufacturing processes, and design to manufacture principals – sheet metal parts, castings, tube, plastics (injection, rotomold), machining (lathe, mill, multi-axis), and multi-process manufacturing. Validate that designs meet objectives by analyzing real world validation using test jigs, dynamometer and similar testing equipment.
NewSoftware Engineer III - Contract TalentBurst, Inc.Software Engineer III - ContractSunnyvale, CARemoteYou’ll be working in a team of data engineers to design and develop solutions that enable world class algorithms that push the state of the art. Your goal is to raise the quality and productivity of the team as a whole by building services and solutions that allow everyone to work faster.
Cyber Security Engineer - Sr. Consultant level Visa Technology and Operations LLCCyber Security Engineer - Sr. Consultant levelFoster City, CA$180,600–$289,300 / yearThe ideal candidate is a strong security engineer and problem solver with deep experience in Python‑based services, cloud security engineering, API‑driven architectures, and automation, and who is excited to apply GenAI and autonomous agent technologies to modern security challenges. Visa’s Cyber Security team is seeking a Cyber Security Engineer to design, build, and operate large‑scale, cloud‑native and AI‑driven security platforms that protect Visa’s global brand, networks, products, and data.
NewSoftware Engineer - Sr Consultant level Visa Technology and Operations LLCSoftware Engineer - Sr Consultant levelFoster City, CA$169,100–$270,800 / yearYou will work on innovative solutions that combine deep technical expertise with AI/ML capabilities to enhance developer productivity, improve customer experiences, and drive next-generation commercial payment and money movement technology for B2B, B2C, P2P, and G2C flows. Visa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid.
Staff Software Engineer, Crypto Program Visa Technology and Operations LLCStaff Software Engineer, Crypto ProgramFoster City, CA$146,200–$233,700 / yearVisa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid. As a Visa Software Engineer, you will be an integral part of a multi-functional development team inventing, designing, building, and testing software products that reach a truly global customer base.
Staff Software Engineer Visa Technology and Operations LLCStaff Software EngineerFoster City, CA$146,200–$233,700 / yearMasters, MBA, JD, MD) or 0 years of work experience with a PhD Preferred Qualifications • Experience with AI frameworks, LLMs, or generative AI (Claude, GPT, LangChain, etc.) • Knowledge of AI-powered development tools or building AI-enabled applications • Experience applying AI to engineering challenges or customer-facing features • Understanding of commercial payments, money movement, B2B payables, or payment processing • Experience with cloud platforms, microservices, and containerization (Docker, Kubernetes) • Knowledge of API design, integration patterns, and distributed systems • Familiarity with observability, monitoring, or DevOps practices. As a Visa Software Engineer, you will be an integral part of a multi-functional development team inventing, designing, building, and testing software products that reach a truly global customer base.
NewModule Development Engineer INTELModule Development EngineerSanta Clara, CA$201,330–$284,230 / yearDeep experience with advanced etch technologies, such as: High aspect ratio plasma etch (HARC); Atomic Layer Etch (ALE), EUV patterned layer etch integration; Radical and Vapor phase isotropic etching; Ash and surface treatments; Novel patterning or materials specific etch solutions. Remains updated on relevant industrial process and material manufacturing technical trends and develops view of inherent future Intel process technology needs to push industry forward by partnering with vendor ecosystem to build cost sensitive roadmap.
NewLead Software Engineer, Middleware Reliability Engineering Visa Technology and Operations LLCLead Software Engineer, Middleware Reliability EngineeringFoster City, CA$192,300–$307,600 / yearFamiliarity with AI/ML frameworks and chatbot integrations for operational automation Middleware Expertise • Understanding of middleware technologies (Message Queues, Service Bus, API • Gateways) • Experience with application servers (Tomcat, JBoss, WebSphere) • Knowledge of integration platforms and their deployment patterns • Proficiency in troubleshooting and performance optimization Education • Bachelor's or Master's degree in Computer Science or related field, or equivalent experience • We value hands-on experience and continuous learning over specific degrees. • Solid understanding of Linux/Unix systems, networking protocols, certificate management, secret management, system design, cloud platforms (AWS, • Azure, GCP), and containerization (Kubernetes, Docker • Proficiency with monitoring tools (Prometheus, Grafana, Datadog, etc.), logging systems (ELK stack, Splunk), and tracing tools (Jaeger, Zipkin).
Software Engineer Visa Technology and Operations LLCSoftware EngineerFoster City, CA$97,800–$152,100 / yearBasic Qualifications • Bachelor's degree, OR 3+ years of relevant work experience Preferred Qualifications • Bachelor’s degree in Computer Science, Computer Information Systems, Computer Engineering, or closely related field and 2 years of experience in the job offered or in a software engineer-related occupation. Join our dynamic Visa Cybersecurity – Product Security Engineering team, a key component of Visa's Technology organization, where you will play a crucial role in securing and innovating Visa's products and services.
NewSenior Staff Engineer, AI Governance Visa Technology and Operations LLCSenior Staff Engineer, AI GovernanceFoster City, CA$192,200–$307,700 / yearExperienced with high-performance imperative languages including Python, Java, Golang, React.js, Next.js • Built predictive models using Python and ML libraries and managed their lifecycle, from development to production. Visa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid.
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. 1. Unified Endpoint Management (UEM) Daily Operations: Perform daily upkeep, system maintenance, and regular patch management for all managed endpoints to ensure security and stability.
Security Engineer III Pinnacle Technical ResourcesSecurity Engineer IIICupertino,, California$80–$90 / hourContractorThe specific compensation for this position will be determined by several 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.
NewRobotics Metrics Infrastructure Engineer ECLARORobotics Metrics Infrastructure EngineerLos Altos, CAPosition Overview: Looking for a consultant to deploy and extend our Python metrics pipeline for processing robotics test data (ROS2) in AWS. ECLARO is currently recruiting for a Robotics Metrics Infrastructure Engineer in the Los Altos, CA area for one of our clients.
NewLead Engineer, Embedded Software - Direct Placement TalentBurst, Inc.Lead Engineer, Embedded Software - Direct PlacementFremont, CA$180,000–$200,000 / yearFollow rigorous design control methodology and write concise requirements specification, architecture specifications, and design description, verification plans, and test cases, based on regulatory requirements. They will perform system analysis, identify improvements and root causes, debug and optimize algorithms, and design Client solutions as well as maintain the current code base.
Mechanical Engineer III Pinnacle Technical ResourcesMechanical Engineer IIICupertino,, California$60–$65 / 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. Provide design and tradeoff guidance to Product Design teams through early-stage simulations, particularly for fast charging and high-power functions.
NewSupplier Engineer - Contract TalentBurst, Inc.Supplier Engineer - ContractSunnyvale, CA$43.44 / hourWork with Product Design, Commodity Mangers and other stake holders to identify high capability suppliers necessary for New Products based on assessment of business need and supplier capability. Drive corrective actions through use of various Root Cause tools (8D, 5 Why, etc), determining true root cause, implementing effective and lasting corrective and preventive actions.
NewPrincipal Automation Engineer - Contract TalentBurst, Inc.Principal Automation Engineer - ContractNewark, CA$80–$90 / hour8 years of relevant industry experience and practical experience with Client (Siemens Desigo CC is strongly preferred) and PLCs including administration, programming, data handling, and interfaces. Demonstrated ability to develop requirements, scope, budget, timelines and manage automation projects including new and upgrades to automated computer systems.
Product Design Engineer (III) Pinnacle Technical ResourcesProduct Design Engineer (III)Mountain View, California$95–$105 / hourContractorDemonstrate deep technical knowledge in multiple areas to deliver high-quality and reliable mass-production user or consumer products (e.g., sheet metal, machining, anodization, injection molding, coatings, raw materials, packaging, thermals, FEA). As a Product Design Engineer, you are considered a go-to expert in one area within Product Design, demonstrating engineering expertise through user- or consumer-focused product influence in multiple cross-functional areas.
Principal Infrastructure Engineer Sidram techPrincipal Infrastructure EngineerSF, CAContractorHiring #InfrastructureEngineer #PrincipalEngineer #PlatformEngineering #CloudEngineering #Kubernetes #Docker #Terraform #CloudFormation #AWS #Azure #GCP #DevOps #SRE #CloudNative #CICD #DataEngineering #MachineLearning #Snowflake #Databricks #Istio #Linkerd #Prometheus #ELK #HybridJobs #SanFranciscoJobs #CaliforniaJobs #ContractJobs #C2C #W2 #USC #H1B #H4EAD #TechJobs #NowHiring #SidRamTech. We are looking for an experienced Principal Infrastructure Engineer to design and deploy scalable, secure infrastructure for Nextdata OS across multi-cloud environments.
Software Development Engineer Cynet SystemsSoftware Development EngineerSanta Clara, CA$45–$50 / hourContractorResponsibilities: Leverage SQL/data analytics to evaluate system performance, data integrity, and user feedback while working closely with IT to resolve gaps and hold them accountable. Work closely with platform and backend teams to integrate APIs, synchronize learning data, and ensure seamless content delivery.
Power Electronics R&D Engineer Gables Search GroupPower Electronics R&D EngineerPalo Alto, CA$180,000–$200,000This role is focused on advanced power electronics, power conversion, AC/DC, DC/DC, HVDC/DC, inverter-based systems, and next-generation high-power conversion platforms for advanced infrastructure, data center power, EV charging, charging systems, and energy storage applications. This is an opportunity to join a newly forming R&D team working on real-world, high-power engineering challenges with strong visibility, global collaboration, and meaningful influence over future power conversion platforms.
NewDistinguished Engineer - AI NetAppDistinguished Engineer - AISan Jose, CA$266,050–$396,000 / yearGlobally recognized as domain expert in software and system design for highly scalable distributed storage and databases, control and data plane architectures required to fuel large scale infrastructure for serving Gen AI and AI as a Service workloads. AI Inferencing & ML Systems: Deep hands-on experience with high-performance inference engines (TensorRT, vLLM, ONNX Runtime, Triton), model optimization (quantization, pruning, distillation), and serving patterns for LLMs and computer vision models at scale.
NewSoftware Engineer - Core Systems and Storage Roles (Multiple Individual Contributor Levels) NetAppSoftware Engineer - Core Systems and Storage Roles (Multiple Individual Contributor Levels)San Jose, CA$120,000–$280,000 / yearAs the only enterprise-grade storage service natively embedded in Google Cloud, AWS, and Microsoft Azure, we empower customers to run everything from traditional workloads to enterprise AI with unmatched performance, resilience, and security. You will collaborate with senior engineers, product teams, hardware teams, and cloud engineering groups to deliver high-quality software used globally by enterprise customers.
NewHardware-In-Loop Engineer Kforce Inc.Hardware-In-Loop EngineerPalo Alto, CA$65–$90Kforce's client, a leading automotive engineering organization in Palo Alto, CA is expanding its Hardware-in-the-Loop (HIL) validation capability and is actively seeking experienced HIL Engineers to support the buildout of multiple new systems. Preferred Experience Areas: Candidates may come from various domains, but strongest alignment includes: Low Voltage Systems (high priority).
NewSoftware Engineer - WAFL RAID NetAppSoftware Engineer - WAFL RAIDSan Jose, CA$100,300–$149,600 / yearAs the only enterprise-grade storage service natively embedded in Google Cloud, AWS, and Microsoft Azure, we empower customers to run everything from traditional workloads to enterprise AI with unmatched performance, resilience, and security. Contribute to technical design discussions and share insights on systems engineering concepts, including computer architecture, operating systems, file systems, networking, algorithms, and data structures.
NewSr. Physical Design Engineer - Static Timing Analysis, Annapurna Labs, Cloud Scale Machine Learning Annapurna Labs Inc.Sr. Physical Design Engineer - Static Timing Analysis, Annapurna Labs, Cloud Scale Machine LearningMonte Vista, CAAs a member of the Cloud-Scale Machine Learning Acceleration team you’ll be responsible for the design and optimization of Hardware in our data centers including technologies such as AWS Inferentia which is a machine learning inference product designed to deliver high performance at low cost. 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.
NewDistribution Engineer LeidosDistribution EngineerSan Francisco, CA$59,150–$106,925As a valued team member, you can look forward to a fast paced, diverse work environment and flexible work hours/work arrangements, as well as managers who will encourage career development and growth opportunities, including Professional Engineer License (PE) , Project Management Professional (PMP) , Leadership training, Formal Mentorship Programs, Management opportunities. Independently develop design and construction work packages for moderately complex electrical overhead and underground distribution systems operating from 4kV through 138kV mostly associated with programmatic work such as overloaded transformers, inspection and maintenance, joint use, and inspection reports.
NewDistinguished Engineer - Hyperscalers NetAppDistinguished Engineer - HyperscalersSan Jose, CA$285,000–$355,000 / yearSomeone in this role will get the opportunity to work on building and scaling NetApp architecture and experience across all three major cloud services – Amazon Web Services, Microsoft Azure, and Google Cloud as NetApp storage is first party integrated into all these three cloud providers. This is a technical leadership role which will require collaborating with other technical leaders and software engineers across NetApp to drive innovation, engineering excellence, and designing scalable architectures.
NewLustre Engineer NetAppLustre EngineerSan Jose, CA$170,000–$253,000 / yearAs the only enterprise-grade storage service natively embedded in Google Cloud, AWS, and Microsoft Azure, we empower customers to run everything from traditional workloads to enterprise AI with unmatched performance, resilience, and security. We lead in intelligent data infrastructure—delivering unified storage, integrated data services, and solutions that help organizations unlock the full potential of their data, from AI to multicloud.
Cloud Platform Engineer AxelonCloud Platform EngineerOakland, CA$80–$110 / hourExtensive hands-on experience with Oracle 19c Administration, RAC, ASM, Grid Infrastructure, Data Guard, Golden Gate 26ai, RMAN, OEM, AIX, LINUX, High Availability and Disaster Recovery architectures, Ansible Automation and Infrastructure as Code. Strong expertise in database performance tuning, SQL and PL/SQL development, Shell scripting, and large-scale database migrations.
NewVOLTAIX Controls Engineer (USA) AxelonVOLTAIX Controls Engineer (USA)Fremont, CASenior Controls Engineer responsible for applying engineering principles to design, program, install, startup, and troubleshoot automated industrial control systems. Develop, implement, and support plant control system hardware, software, and field instrumentation safely and efficiently.
Hardware Engineer IV (EE/ Power) BC ForwardHardware Engineer IV (EE/ Power)Sunnyvale, CAFull timeCM Guidance (~20%): Develop clear, repeatable SOPs, train CM engineers on proper measurement techniques, define probe points and access strategy, and provide real-time guidance on unexpected results with defined acceptance criteria and escalation paths. Hands-On Measurement & Debug (~20%): Perform PI/SI measurements for first article bring-up and complex issues, validate CM setups via correlation, debug escalations, develop new methodologies and fixtures, and support prototype bring-up and characterization.
(Agile1)IT Solutions Engineer, Principal Axelon(Agile1)IT Solutions Engineer, PrincipalOakland, CA$100–$125 / hourThe Lead Software Engineer owns mobile and backend architecture, guides implementation decisions, coordinates integration across Client systems, and leads delivery through technical direction, mentorship, and increasing team leadership responsibility. Lead Software Engineer Mobile & Platforms to provide senior technical leadership for the design, development, and evolution of a new customerfacing mobile application platform.
Hardware Engineer IV (Prototype/PCB) BC ForwardHardware Engineer IV (Prototype/PCB)Sunnyvale, CAFull timeThe role requires broad hands-on capability across mechanical, electrical, and software domains to integrate subsystems into functional prototypes for next-generation AR/VR devices. 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.
Remote Software Developer (Entry Level) SynergisticITRemote Software Developer (Entry Level)San Jose, CARemote$82,000–$136,000 / yearFull timeSince 2010, Synergisticit has helped thousands of candidates land full-time jobs at tech leaders like Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, Paypal, JPMC, Wayfair, BOA, CITI and hundreds more with Job offers of $95k to $154k. Currently, We are looking for entry-level software programmers, Java Full stack developers, Python/Java developers, Data analysts/Data Engineers/ Data Scientists, Machine Learning engineers for full time positions with clients.
Expert IT Product Owner AxelonExpert IT Product OwnerOakland, CA$90–$115 / hourPartner with data stewards and SMEs to confirm source-of-truth logic, asset hierarchy, equipment identifiers, alarm definitions, inspection data, maintenance data, and operational rules. Experience supporting AI use cases related to asset health, alarms, inspections, maintenance optimization, work planning, or operational risk.