Principal Architect, Azure Management Solutions Microsoft CorpPrincipal Architect, Azure Management SolutionsMountain View, CA$142,800–$274,800 / yearThis role will define the future of Azure Management Solutions and requires deep expertise in architecture, technical strategy, ecosystem partnerships, and hyperscale cloud operations: Define the long-term architectural vision for Azure solution management spanning node, rack, cluster and fleet-level management domains across AI infrastructure, Compute, and Storage. Drive architectural strategy for management processors and programmable devices, DC-SCM (BMCs), Rack-SCM, Rack Management Controllers, management functions for telemetry and diagnostics, firmware lifecycle management, security and attestation systems, and fleet/control-plane and fabric integration.
IT Consultant IV (Application Licensing & Lifecycle Management) Kaiser PermanenteIT Consultant IV (Application Licensing & Lifecycle Management)Pleasanton, CAEssential Responsibilities: Completes work assignments and supports business-specific projects by applying expertise in subject area; supporting the development of work plans to meet business priorities and deadlines; ensuring team follows all procedures and policies; coordinating and assigning resources to accomplish priorities and deadlines; collaborating cross-functionally to make effective business decisions; solving complex problems; escalating high priority issues or risks, as appropriate; and recognizing and capitalizing on improvement opportunities. By applying strong process analysis and design skills, the role evaluates current-state capabilities and operational practices, identifies risk and inconsistency, and delivers scalable products and processes that enable consistent decision-making and transparency across technology domains.
NewSenior Staff Systems Engineer, GTM Fivetran IncSenior Staff Systems Engineer, GTMOakland, CA$202,787–$253,483.50 / yearFivetran promotes diversity, equity, inclusion & belonging through attracting, recruiting, developing, and retaining a diverse workforce, not only because it is the right thing to do, but because it helps us build a world-class company to better serve our customers, our people and our communities. You will work closely with our current Revenue Excellence team and our cross-functional stakeholders in Marketing, Finance, Sales, Analytics, Product, Customer Success, and Engineering to ensure we leverage Salesforce as the organization''s source of truth.
Expert Senior Manager AI Engineering Bain & Co IncExpert Senior Manager AI EngineeringSan Francisco, CAThe estimated annualized compensation for this role is as follows: In New York City, California, Washington State, and Washington D.C, the good-faith, reasonable annualized full-time salary for this role is $293,500; In the state of Illinois, Georgia, Massachusetts, and Texas, the good-faith, reasonable annualized full-time salary for this role is $258,000. You'll operate in multidisciplinary teams alongside Bain consultants, other experts in product, design, architecture and engineering, and client stakeholders, translating ambiguous business problems into robust AI applications that can be piloted, scaled, and adopted.
Senior Application Security Architect PayActiv, Inc.Senior Application Security ArchitectMilpitas, CA$175,000–$195,000 / yearDeliver architectural guidance for modern stacks: provide secure-coding expertise for Node.js, TypeScript (Express, NestJS, Next.js), and Angular, defining approved libraries and language-specific security patterns. NET framework along with functional proficiency in Python, Node.js / TypeScript, Angular, and React, you will drive secure-by-design strategies, govern Git branching and merging protocols, and facilitate technical peer evaluations.
Senior Solutions Architect - Airflow - West Coast AstronomerSenior Solutions Architect - Airflow - West CoastSan Francisco, CaliforniaRemoteAstronomer empowers data teams to bring mission-critical software, analytics, and AI to life and is the company behind Astro, the industry-leading unified DataOps platform powered by Apache Airflow®. As a Senior Solutions Architect on the Delivery Architecture team, you are the senior technical lead for customer engagements within Astronomer’s Services Delivery team.
Cloud Solutions Architect AstronomerCloud Solutions ArchitectSan Francisco, CaliforniaRemoteAstronomer empowers data teams to bring mission-critical software, analytics, and AI to life and is the company behind Astro, the industry-leading unified DataOps platform powered by Apache Airflow®. Act as the core interface between the Customer, Sales, and Product to ensure that the broader solution around the platform is solving pain points and bringing value to customers.
Principal Design Verification Engineer - CPU Core LSU SiFivePrincipal Design Verification Engineer - CPU Core LSUSanta Clara, CAThis is a principal tech-lead role for an engineer who can define architecture-aware verification strategy, identify the highest-risk microarchitectural issues early, and solve the most difficult LSU verification problems spanning load/store ordering, hazard handling, cache coherency, and memory consistency. SiFive's unrivaled compute platforms are continuing to enable leading technology companies around the world to innovate, optimize and deliver the most advanced solutions of tomorrow across every market segment of chip design, including artificial intelligence, machine learning, automotive, data center, mobile, and consumer.
PLM Teamcenter Architect Trident ConsultingPLM Teamcenter ArchitectSanta Clara, CAExperience in Teamcenter Customization- BMIDE, ITK, Active Workspace, RAC & SOA, TCXML configurations and XSLT, Workflow, Organization, Access Control (ACL), BOM Management, etc. Teamcenter various module expertise like- Organization, Portfolio management, Project, Access manager, Structure/Multi-Structure, Workflow, MPP.
Salesforce Architect InterSources Inc.Salesforce ArchitectSan Jose, CARemoteLead end-to-end architecture for enterprise Salesforce implementations, ensuring best practices and governance. Define data architecture, data models, and data integration strategies leveraging Salesforce Data Cloud.
Senior Cloud Security Architect- Remote ConsultNetSenior Cloud Security Architect- RemoteSan Francisco, CARemote$80–$85 / hourOur client is seeking an experienced Senior Cloud Security Architect to lead the design and implementation of secure cloud architectures across enterprise platforms, applications, and services. This role partners closely with engineering, product, architecture, compliance, and risk teams to integrate security throughout the software development lifecycle while supporting business innovation.
Product Security Architect ReplitProduct Security ArchitectFoster City, CAApplication Security Design: Define and enforce best practices around application security, including audit/application logging, configuration, tenant separation, encryption, customer BYOK, RBAC design, API design, and Session/cookie/token management. Maintain the Source of Truth: Define and maintain (document) the authoritative "Source of Truth" for Replit's secure architecture, ensuring these patterns are consistently adopted across all engineering teams.
Salesforce Enterprise Architect (Agentforce and Data 360) Simplus IncSalesforce Enterprise Architect (Agentforce and Data 360)CA$150,000–$200,000 / yearServe as the strategic technology advisor for enterprise clients, driving adoption of Salesforce Agentforce and Data 360 within their broader architecture. Deep expertise in Salesforce Service Cloud, Agentforce, and Salesforce Data 360, with hands-on experience leading implementations.
Senior Director, Software Development, Test Automation Lila Sciences IncSenior Director, Software Development, Test AutomationSan Francisco, CA$260,000–$390,000 / yearFull-time U.S. employees receive a comprehensive benefits program including medical, dental, and vision coverage; employer-paid life and disability insurance; flexible time off with generous company wide holidays; paid parental leave; an educational assistance program; commuter benefits, including bike share memberships for office based employees; and a company subsidized lunch program. GitHub Actions or equivalent at scale, monorepo build/test orchestration (Nx, Turborepo, or Bazel), test parallelization and caching, hermetic environments, ephemeral preview envs, flake quarantine, and test impact analysis.
Principal Software Engineer, Perception Architect Zoox IncPrincipal Software Engineer, Perception ArchitectFoster City, CA$363,000–$470,000 / yearLeveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. Hardware-Software Co-Design: Partner with Compute and Sensing teams to influence the design, ensuring our algorithms have the "computational oxygen" they need.
Specialized Digital Architect Schneider Electric USA, IncSpecialized Digital ArchitectSan Francisco, CAFull timeThe Specialized Digital System Architect will evaluate a customer's existing electrical distribution infrastructure and promote upgrades and expansions to create IoT enabled equipment, install power quality improvement solutions, and capture new service plans that utilize EcoStruxure Advisory Services and help cultivate customer adoption through basic training and enablement activities. Developed interpersonal skills with an ability to interact effectively with internal and external customers of various technical abilities, including experience working with contractors, consultants, and sales staff as required.
Sr. Enterprise Architect, Agentforce Supply Chain Salesforce IncSr. Enterprise Architect, Agentforce Supply ChainSan Francisco, CA$150,100–$227,000 / yearA day's work may include architecting API-led connectivity strategies, designing agentic data pipelines, and sitting across from a customer's executive team to set their AI integration roadmap - but the most impact comes from shipping real solutions into the heart of a customer's enterprise. Senior Enterprise Architects work directly with customers, owning end-to-end integration strategy and delivery for complex Supply Chain and Manufacturing transformations.
Systems Software Test Engineer TaaraSystems Software Test EngineerSunnyvale, CaliforniaHardware-in-the-Loop (HIL): Proven experience testing software on physical devices or using simulation environments (e.g., Raspberry Pis, custom PCBs, or networking gear). This isn't just about testing APIs; you will be responsible for building the frameworks that validate how our software controls high-precision hardware in real-time.
Senior Oracle Fusion Applications Architect (Finance, Accounting & Transformation) Jade GlobalSenior Oracle Fusion Applications Architect (Finance, Accounting & Transformation)San Jose, CaliforniaLead Finance Transformation initiatives, including BPR (Business Process Reengineering) and current-state / future-state assessments. Facilitate workshops with Finance stakeholders to redesign processes aligned with best practices and Oracle capabilities.
Duck Creek Application Architect, Manager PricewaterhouseCoopers LLPDuck Creek Application Architect, ManagerSan Francisco, CA$99,000–$232,000 / yearThese individuals analyse client needs, implement software solutions, and provide training and support for seamless integration and utilisation of business applications, enabling clients to achieve their strategic objectives. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy .
Identity & Access Management Architect Okta Migration ICONMA, LLCIdentity & Access Management Architect Okta MigrationPalo Alto, CA$78.19–$103.41 / hourContribute to the design and build of a custom identity orchestration layer (Databricks or equivalent): attribute-driven provisioning, ABAC policy models, JIT privileged access, anomaly detection, automated deprovisioning, and audit/recertification capabilities. Design and build SSO/SAML/OIDC integrations across the enterprise application portfolio; architect multi-tenant deployment (separate US/EU tenants) to meet regional data requirements.
Salesforce Technical Architect Salesforce - Architecte technique Slalom IncSalesforce Technical Architect Salesforce - Architecte techniqueCAGeneral Information Locations Montreal, CAN Business Function Enterprise application platforms Date posted Friday, February 6, 2026 Ref # 527 Description and Requirements Job Description English follows* Slalom est une société de conseil en technologie résolument humaine qui s'appuie sur les résultats pour apporter davantage ...
Salesforce Architect APN consulting GroupSalesforce ArchitectSunnyvale, CaliforniaContractorLocation: Sunnyvale, California, 94085Duration: ContractExperience Level: 10 YearsWork Mode: Hybrid (3 days in office, 2 days in remote per week)Technical Hiring Criteria (Must Haves)• Top 3 Required Skills:LitifyApexLWCTrigger• Years of experience in each of the must-have skills: 10 Years• Any Certifications required: Salesforce PD1 / NoneAny additional information you would like to share about the project specs/nature of work:Looking for Salesforce architect having the below skill Salesforce, LWC, Apex, Trigger, Litify. Salesforce ArchitectAPN Consulting, Inc. is a progressive IT staffing and services company offering innovative business solutions to improve client business outcomes.
Senior System Software Architect - Automotive Applications NvidiaSenior System Software Architect - Automotive ApplicationsSanta Clara, CAThis role is ideal for someone who thrives on working across multiple layers of the software stack to analyze performance, inter-operation and deterministic execution flows. The base salary range is 184,000 USD - 287,500 USD for Level 4, and 224,000 USD - 356,500 USD for Level 5.
Business Solutions Architect: Accounting Systems AxonBusiness Solutions Architect: Accounting SystemsSan Francisco, CA$171,000–$250,800 / yearLead the end-to-end implementation and modernization of Finance Systems, including requirements analysis, solution design, technical roadmap development, platform configuration, data migration, testing, deployment, and post-production support. Partner closely with Engineering, Enterprise Architecture, Data Engineering, and third-party vendors to design scalable solutions, manage technical dependencies, and ensure platform performance and reliability.
Lead Architect - Application Security F5 IncLead Architect - Application SecuritySan Jose, CA$297,600–$446,400 / yearJob Duties and Responsibilities: Design and validate architecture for WAAP services, distributed DDoS protection layers, advanced bot mitigation pipelines, client fingerprinting, fraud prevention engines, and access-aware enforcement controls. Job Description: F5 is seeking a Senior Architect for Application Security to lead technical strategy and architecture across its entire security portfolio, including WAF, DDoS mitigation, AI Security, Bot Defense, API Security, TLS inspection, and identity-aware access.
Applications Engineering, Architect Synopsys IncApplications Engineering, ArchitectSunnyvale, CAYou have debugged enough FPGA prototypes to know where customers get stuck, partitioning that does not scale, clock domain issues that surface at bring-up, debug flows that eat weeks, and you use that knowledge to de-risk their evaluation and accelerate their decision. Lead pre-sales technical engagements for HAPS FPGA prototyping platforms and ProtoCompiler, working directly with prospective customers to understand their SoC validation challenges and design requirements.
Sr Solutions Architect, ISV, ISV, Business Applications Amazon.com IncSr Solutions Architect, ISV, ISV, Business ApplicationsSan Francisco, CAWe 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. As a trusted advocate, you"ll help customers understand best practices around advanced cloud-based solutions and provide strategic guidance on how to optimize their platform on AWS.
UCIe Applications Engineering Architect Synopsys IncUCIe Applications Engineering ArchitectSunnyvale, CAYou are ready to provide technical leadership for complex customer deployments, contribute to integration methodologies and best practices, and help drive product improvements through deep understanding of customer requirements. Provide expert guidance on challenging IIP integration topics including simulation, synthesis, floorplanning, STA, DFT, package integration, silicon bring-up, validation, and system-level deployment.
Manager, Customer Solution Architect And Application Engineering NvidiaManager, Customer Solution Architect And Application EngineeringSanta Clara, CAWhat We Need to See: Expertise in thermal, mechanical, and electrical (TME) engineering, with experience ranging from nano-electronic and micro-mechanical board design to the integration of large-scale Automotive and Robotic systems. Lead a team working alongside hardware design, firmware, software, sensors validation and AI algorithm teams to integrate NVIDIA's Embedded solutions into our customers' products.
Enterprise Application Data Architect, GTM Systems OpenAIEnterprise Application Data Architect, GTM SystemsSan Francisco, CAFor unincorporated Los Angeles County workers: we reasonably believe that criminal history may have a direct, adverse and negative relationship with the following job duties, potentially resulting in the withdrawal of a conditional offer of employment: protect computer hardware entrusted to you from theft, loss or damage; return all computer hardware in your possession (including the data contained therein) upon termination of employment or end of assignment; and maintain the confidentiality of proprietary, confidential, and non-public information. You will design scalable data models, establish system-of-record definitions, improve integrations, and lead data-quality and governance initiatives across customer, account, contact, lead, opportunity, and support data.
Lead Systems Software Architect Roku IncLead Systems Software ArchitectSan Jose, CA$350,000–$510,000 / yearblocks--linked-image#click keydown.enter->blocks--linked-image#click" data-controller="" data-open-newtab="false" id="page_block_4_0" style="background-image: linear-gradient(rgba(0, 0, 0, 0.0),rgba(0, 0, 0, 0.0)), url( https://d25wby5c7p9100.cloudfront.net/public/uploads/9dd4272d942760bfb0f16858b0a632e7/images/files/9fe8b0cc48a58cfb0c4d05137e277a7e/large/Purple_People.jpg?1632851332);background-position : 50% 50%" title="">. Manager, FP&A San Jose, California Lead Systems Software Architect Austin, Texas Logistics Procurement Manager San Jose, California Senior Software Engineer - Cloud Infrastructure & Observability Embassy Golf Links Business Park, Domlur, Bengaluru, Karnataka Senior Software Engineer, Infrastructure and Efficiency Oxford Road, Manchester, England Senior Software Engineer, Infrastructure / Efficiency / Productivity Milton, Cambridge, England.
Senior Switch Software Architect NVIDIA CorpSenior Switch Software ArchitectSanta Clara, CAWe seek a highly motivated and experienced Senior Software Architect specializing in Ethernet Switch ASICs software to join our expert team and help build the future of high-performance ML/AI computing. What you'll be doing: Explore networking features, protocols, hardware/software capabilities, and open-source drivers to build and improve networking platforms.
Software Architect SambaNova Systems, Inc.Software ArchitectSan Jose, CA$245,000–$325,000 / yearPowered by the intelligent SN40L chip, the SambaNova Suite is a fully integrated platform, delivered on-premises or in the cloud, combined with state-of-the-art open-source models that can be easily and securely fine-tuned using customer data for greater accuracy. We also offer Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life, and AD&D insurance plans in addition to Flexible Spending Account (FSA) options like Health Care, Limited Purpose, and Dependent Care.
Distinguished Software Architect - Deep Learning And HPC Communications NvidiaDistinguished Software Architect - Deep Learning And HPC CommunicationsSanta Clara, CAExpert in following areas: HPC, parallel programming models (MPI, SHMEM), at least one communication runtime (MPI, NCCL, NVSHMEM, OpenSHMEM, UCX, UCC), computer and system architecture, GPU architecture and CUDA. Deep understanding of various aspects of high performance networking from prior work experience: network technologies (Infiniband, Ethernet), network design, network topologies, network debug and performance analysis.
Machine Learning System Software Architect Baidu USAMachine Learning System Software ArchitectSunnyvale, CaliforniaYour job responsibilities as a Machine Learning System Software Architect will help the team to architect and create high-performance machine learning system software and build the distributed AI training system by connecting thousands of Kunlun Accelerators and servers. Proven track record of 5+ years architecting software solutions for Machine Learning, acceleration and optimization, especially in large distributed training system and HPC area.
Senior Accelerators Systems Software Architect, AI Transformation Google LLCSenior Accelerators Systems Software Architect, AI TransformationSunnyvale, 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. From software to hardware our teams are shaping the future of world-leading hyperscale computing, with key teams working on the development of our TPUs, Vertex AI for Google Cloud, Google Global Networking, Data Center operations, systems research, and much more.
Software Architect, Sales & Success Autodesk Inc.Software Architect, Sales & SuccessSan Francisco, CA$143,000–$256,520 / yearThis includes leveraging Agentic AI frameworks (e.g., Salesforce Agentforce) and integrating cutting-edge AI technologies such as OpenAI, Anthropic, and developer tooling like Cursor to automate workflows, enhance decision-making, and enable intelligent, autonomous business processes. Architect agent-based and autonomous workflows using platforms like Salesforce Agentforce, enabling proactive customer engagement, pipeline acceleration, and operational efficiency.
Confidential Computing Software Architect SiFive IncConfidential Computing Software ArchitectSanta Clara, CASiFive's unrivaled compute platforms are continuing to enable leading technology companies around the world to innovate, optimize and deliver the most advanced solutions of tomorrow across every market segment of chip design, including artificial intelligence, machine learning, automotive, data center, mobile, and consumer. Any offer of employment for this position is also contingent on the Company verifying that you are a authorized for access to export-controlled technology under applicable export control laws or, if you are not already authorized, our ability to successfully obtain any necessary export license(s) or other approvals.
Senior Software Architect, GPU Networking NvidiaSenior Software Architect, GPU NetworkingSanta Clara, CAAs a Senior Software Architect in the GPU Networking Architecture team, you will define Software Defined Networking (SDN) architectural solutions and be part of a team of specialists who span across numerous technological fields related to the modern data center, such as distributed AI and deep learning systems, Networking Operating Systems, Virtualization, Storage, and more. What you'll be doing: Define system and software architecture for Software Defined Networking (SDN) of ground breaking emerging AI networks which involves innovative software and hardware.
Software Architect Air AppsSoftware ArchitectSan Francisco, CaliforniaYou will play a key role in shaping our technology strategy, evaluating new tools and frameworks, and ensuring best practices in software design, cloud infrastructure, and system integration. Born in Lisbon, Portugal, in 2018 - and now with offices in both Lisbon and San Francisco - we’ve remained self-funded while reaching over 100 million downloads worldwide.
Senior System Software Architect, Enterprise Reference Architectures NVIDIA CorpSenior System Software Architect, Enterprise Reference ArchitecturesSanta Clara, CAWhat you'll be doing: Define and drive full-stack enterprise AI factory baseline architectures across compute, networking, storage, virtualization, orchestration, security, observability, and NVIDIA AI software to deliver on-prem cloud native-platform and cluster reference builds. This role sits at the intersection of product strategy, system architecture, customer requirements, and hands-on infrastructure validation, helping turn NVIDIA accelerated computing, networking, storage, and AI software into repeatable blueprints that enterprises and partners can deploy with confidence.
Network Software Architect NVIDIA CorpNetwork Software ArchitectSanta Clara, CAWhat you'll be doing: Research and propose novel transport mechanisms based on RDMA technology for AI systems using simulations, experiments and proof-of-concept prototypes. We're seeking a highly motivated, creative professional with networking protocols expertise along with experience in RDMA and its usage in large scale AI systems.
Senior Software Architect - Deep Learning and HPC Communications NVIDIA CorpSenior Software Architect - Deep Learning and HPC CommunicationsSanta Clara, CAOur work opens up new universes to explore, enables groundbreaking creativity and discovery, and powers inventions that were once considered science fiction, including artificial intelligence to autonomous cars. Experience with parallel programming models (MPI, SHMEM) and at least one communication runtime (MPI, NCCL, NVSHMEM, OpenSHMEM, UCX, UCC).
Senior Software Architect, DriveOS NVIDIA CorpSenior Software Architect, DriveOSSanta Clara, CA$224,000–$356,500 / yearWays to stand out from the crowd: • Past Automotive AI/Autonomous System Software experience • Previous experience in highly matrixed organizations in a leadership position • Experience with formal verification of software programs • Experience with AI tools (Cursor, Claude Code, or GitHub Copilot). What you'll be doing: • Work with software engineers and architects in system software, virtualization, graphics, compute, platform safety/security, sensor processing, and networking to decompose DriveOS requirements and align bottom-up designs into integrated solutions.
Principal Software Architect, Networking AI NVIDIA CorpPrincipal Software Architect, Networking AISanta Clara, CAThis role is tailored for those passionate about collective communication, vertical co-development of AI networks, and large model training scalability. If you are a senior data engineer passionate about building large‑scale, high‑impact data platforms, we'd love to hear from you.
Cloud Solution Architect Fortinet IncCloud Solution ArchitectSunnyvale, CA$182,000–$222,000 / yearIdeal candidates will have excellent knowledge of public and/or private cloud technologies, software development experience, network/applica8on security exper8se, Genera8ve AI / Agen8c AI experience, and support four main areas of responsibility: 1) Cloud and AI Security Solution Expert. Fortinet empowers its customers with intelligent, seamless protection across the expanding attack surface and the power to take on ever-increasing performance requirements of the borderless network - today and into the future.
Senior Principal Architect - Payments Platform JPMorgan Chase & CoSenior Principal Architect - Payments PlatformPalo Alto, CAAs a Senior Principal Architect at JPMorganChase within Corporate and Investment Bank Technology, you will spearhead the transformation and modernization of payments platforms, collaborating with passionate and dedicated teams at the intersection of technology and business strategy. Strong hands-on coding skills in Java, and open-source frameworks including Spring Boot, Service-mesh, Docker, Kubernetes, among others, with extensive experience with distributed computing and designing high-throughput, low-latency systems.
NewMempath Architect Google LLCMempath ArchitectMountain View, CAYour role brings together the architectural responsibilities for both memory sub-system and memory controller under a single roof, as these two subsystems are tightly coupled and heavily influence each other, your role offers a unique end-to-end view to drive architectural alignment, performance optimization, and hardware-software co-design. 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.
AI Systems & Platform Internals - Technical Architect AccellorAI Systems & Platform Internals - Technical ArchitectSan Francisco, CAOwn architecture patterns for prompt structure, dynamic context assembly, retrieval-augmented generation, long-context management, conversation memory, tool context, agent state, multimodal context, source grounding, permission-aware retrieval, context compression, and context auditability. They should be able to discuss GPU memory bottlenecks, distributed inference, model-serving reliability, context quality, cost optimization, release validation, eval pipelines, observability, and production rollout with engineering teams, while also explaining architecture decisions clearly to senior leadership.