IT Datacenter Lab Manager Zensar TechnologiesIT Datacenter Lab ManagerSanta Clara, CA$55,000–$70,000 / yearContractorFull timeWe are Looking for a Engineering Lab Manager to manage day-to-day operations of Data center and semiconductor engineering labs across multiple locations. To ensure uninterrupted availability of lab infrastructure, test environments, validation systems, and engineering assets.
Project Manager (Utilities) | Dublin, CA (Hybrid - 2 days onsite) Epik SolutionsProject Manager (Utilities) | Dublin, CA (Hybrid - 2 days onsite)Dublin, CA$135,000–$145,000 / yearFull timeThe ideal candidate combines strong project leadership with program-level thinking, a metric-driven approach, and the ability to collaborate across business and technology teams to deliver successful outcomes. All employment decisions at Epik are based on business needs, job requirements and individual qualifications and merit, without regard to race, color, religion, sex (including pregnancy and gender identity), national origin, political affiliation, sexual orientation, marital status, disability, genetic information, age, membership in an employee organization, parental status, military service, or any other status protected by applicable law or regulations.
Technical Program Manager III, Data Center NPI, Cloud Infrastructure Google LLCTechnical Program Manager III, Data Center NPI, Cloud InfrastructureSunnyvale, CADefine and drive requirements for serviceability, deployability, and maintainability of new products in the data center environment while acting as the primary liaison between engineering design teams and data center operations teams. The team owns the operational workstreams within the product lifecycle, ensuring new technologies can be deployed, operated, and serviced efficiently, safely, and at scale.
NewRestaurant Manager Chili'sRestaurant ManagerMountain View, CA$70,000–$76,000 / yearFrom leading the team through a high-energy shift to exceeding Guest expectations on every occasion to ensuring we meet our financial responsibilities, Managers are the critical link to making it all happen. Since then, we've boldly claimed our place in the casual dining industry as the place to go for Big Mouth burgers, house smoked ribs, full on fajitas, and hand shaken margaritas!
Store Manager DICK'S Sporting GoodsStore ManagerDaly City, CA$78,000–$109,200 / yearAccountable for ensuring all teammates are trained/equipped to deliver elevated athlete experiences; focuses on accountability through motivation, hands-on coaching, regular exposure, and stretch assignments; builds development plans in partnership with teammates. Hires and builds strong teams by partnering closely with the Store Manager and Captain (Supervisor) team to create targeted hiring strategies to actively source, recruit, and interview potential teammates.
IT Project Manager Contact Government Services LLCIT Project ManagerSan Francisco, CAKnowledge in system integration using Application Program Interface (API) management technologies and a working knowledge of the RESTful APIs platform, API design, and development on the cloud as well as on-premise environments. The candidate for this position should have a strong understanding of Agile project management principles for both large and small projects as well as be experienced and comfortable with acting as team lead or primary liaison for project information.
Legal & Compliance Tech IT Product Manager Gusto IncLegal & Compliance Tech IT Product ManagerSan Francisco, CA$221,000–$247,000 / yearIn line with Gusto's enterprise systems strategy, you will help shift legal operations from reactive, manual workflows to predictive, context-aware, and self-improving platforms-designing agentic workflows and Model Context Protocols (MCPs) that connect legal systems to large language models-while ensuring privilege protection, security, compliance, and measurable impact. This is an AI-forward product role: you will reimagine how legal and compliance work gets done by embedding generative AI, AI agents, and intelligent automation into systems like contract lifecycle management (CLM), matter and legal-spend management, e-signature, entity and corporate records management, legal hold and e-discovery, and governance, risk, and compliance (GRC) platforms.
NewIT Program Manager (M&A Integration) Bee Talent SolutionsIT Program Manager (M&A Integration)San Francisco, CA$90–$92 / hourThis role will serve as the operational program lead for TDI''s M&A integration workstreams, partnering closely with the Internal TDI team, Integration Management Office (IMO), Security, and Sourcing to drive seamless integration of acquired companies into ''s corporate technology environment. Establish and maintain a structured Jira initiative per deal (Portfolio: M&A Integrations → Initiative: Target Company → Program per TDI domain), ensuring 100% of TDI workstreams are tracked with real-time status visibility.
NewSenior Manager, IT Zapier IncSenior Manager, ITCARemoteDeep hands-on Okta (SSO, SCIM, OIDC, SAML, MFA, RBAC/ABAC, lifecycle automation) and Jamf (device trust, EDR), plus SaaS governance at scale - youre the person your team trusts on hard calls. Evolve Okta (SSO, SCIM, OIDC, SAML, MFA, RBAC/ABAC, lifecycle automation) and Jamf (device trust, EDR) into an enterprise-grade access layer, and own the IT side of zero-trust end to end - identity, device, and access - as a co-owner with Security.
Manager PEPI , IT M&A Infrastructure Alvarez & Marsal Private Equity Performance Improvement Group, LLCManager PEPI , IT M&A InfrastructureSan Francisco, CAFull timeThe Manager, Infrastructure Services, will bring both consulting and operational expertise in all aspects of IT Infrastructure & Operations (I&O) to the following types of engagements: Pre-acquisition IT diligence assignments in which IT infrastructure supports business systems (e.g., ERP, WMS, and CRM), productivity solutions (e.g., email and collaboration), communications, and proprietary applications. We are seeking individuals that can be part of a team that delivers engagements that range from rapid pre-acquisition IT assessments to large, complex client projects that identify, design, and implement creative business and technology solutions for private equity clients and their portfolio companies.
NewNurse Manager, Cross-Bay Center for Peds Pain, Palliative & Integrative Medicine UCSF Medical CenterNurse Manager, Cross-Bay Center for Peds Pain, Palliative & Integrative MedicineOakland, CAEnsures optimal patient outcomes through effective leadership and provision of patient care delivery across the continuum of care for Inpatient and Outpatient Services at Benioff Children's Hospitals as well as the larger UCSF Health System. Reviews and approves individual professional development plans, with succession planning needs in mind.5yesPromotes an environment for collaborative decision making and shared governance across large departments and / or multiple patient care units.
NewSenior UX Research Manager, Search AI Mode Google LLCSenior UX Research Manager, Search AI ModeMountain View, CAIn this role, you will apply your passion for brand, craft, and design fidelity to guide research and design processes, mentor talented members of your team, and collaborate with leaders of other UX and Engineering teams to create innovative experiences across all of Google's products. To do that, we need to solve complex engineering challenges and expand our infrastructure, while maintaining a universally accessible and useful experience that people around the world rely on.
NewSenior Finance Manager, Technical Infrastructure Finance Google LLCSenior Finance Manager, Technical Infrastructure FinanceSunnyvale, CAAs a Finance Manager supporting Technical Infrastructure's (TI) Networking team, you will be an integral finance business partner to the team that builds and operates Google"s network. In this role, your teams work, whether it"s modeling business scenarios or tracking performance metrics, will be used by our engineering, business, and finance leaders to make strategic resource allocation decisions.
NewProduct Manager, Pixel Wearables Google LLCProduct Manager, Pixel WearablesMountain View, CAThe Platforms and Devices team encompasses Google"s various computing software platforms across environments (desktop, mobile, applications), as well as our first party devices and services that combine the best of Google AI, software, and hardware. Teams across this area research, design, and develop new technologies to make our user"s interaction with computing faster and more seamless, building innovative experiences for our users around the world.
Program Manager, Workplace Technology People Center IncProgram Manager, Workplace TechnologySan Francisco, CAOur Program Manager, Workplace Technology will lead onsite technology operations across Rippling's NAMER offices, ensuring reliable systems that power our hybrid workplace and in-office events. For office-based employees (employees who live within a defined radius of a Rippling office), Rippling considers working in the office, at least three days a week under current policy, to be an essential function of the employees role.
Manager Altman SolonManagerSan Francisco, CAThe size of our organization allows our Managers to constantly experience new challenges and growth opportunities while building relationships with clients and senior Altman Solon team members who are recognized as experts in their field. Responsibilities include: Planning and overseeing day-to-day activities of all project workstreams, managing teams of analysts and consultants across a variety of activities, including: Market sizing, business model development, and other quantitative analyses.
Tax Technology Automation Manager AprioTax Technology Automation ManagerSan Francisco, CA$145,000–$175,500 / yearAprio, LLP and Aprio Advisory Group, LLC, operate in an alternative business structure, with Aprio Advisory Group, LLC providing non-attest tax and consulting services, and Aprio, LLP providing CPA firm services. 2+ years of experience documenting processes and practices, often using accepted project methodology artifacts, while effectively prioritizing multiple tasks, priorities, projects, and deadlines.
(USA) Senior Manager, Technology Operations Walmart Inc(USA) Senior Manager, Technology OperationsSunnyvale, CA$117,000–$234,000 / yearOption 1: Bachelor''s degree in computer science, management information systems, industrial engineering, engineering management, business,information systems, project/program management, information technology, finance, management, or related area and 5 years' experience inproject management, program management, program operations, or related area. Master's degree in computer science, management information systems, industrial engineering, engineering management, business, information systems, project/program management, information technology, finance, management, or related area and 4 years'' experience in project management, program management, program operations, or related area.,
Tax Technology Automation Manager Aprio Technologies, Inc.Tax Technology Automation ManagerSan Francisco, CA$145,000–$175,500 / yearAprio, LLP and Aprio Advisory Group, LLC, operate in an alternative business structure, with Aprio Advisory Group, LLC providing non-attest tax and consulting services, and Aprio, LLP providing CPA firm services. 2+ years of experience documenting processes and practices, often using accepted project methodology artifacts, while effectively prioritizing multiple tasks, priorities, projects, and deadlines.
Oliver Wyman - Associate/ Engagement Manager / Principal - Tech Innovation Practice (Technical Architecture & Delivery Focus) Marsh & McLennan Companies, Inc.Oliver Wyman - Associate/ Engagement Manager / Principal - Tech Innovation Practice (Technical Architecture & Delivery Focus)San Francisco, CA$190,000–$195,000 / yearWe aim to attract and retain the best people and embrace diversity of age background, disability, ethnic origin, family duties, gender orientation or expression, marital status, nationality, parental status, personal or social status, political affiliation, race, religion and beliefs, sex/gender, sexual orientation or expression, skin color, veteran status (including protected veterans), or any other characteristic protected by applicable law. With offices in more than 70 cities across 30 countries, Oliver Wyman combines deep industry knowledge with specialized expertise in strategy, operations, risk management, and organization transformation.
Principal ISV Account Manager Amazon.com IncPrincipal ISV Account ManagerSan Francisco, CAIt is critical that the Principal Account Manager has an extensive track record of building and nurturing senior level relationships with complex customers, has a hands-on approach to developing new opportunities, public cloud technical acumen, and has led a large team of extended resources. The Account Manager works collaboratively with all appropriate AWS resources (Executives, Partner, Support, Solution Architect) to support customer interests, and will understand how to strongly advocate for customer and balance that with AWS business needs.
Senior Manager GTM Technology Strategy & Engineering Uber FreightSenior Manager GTM Technology Strategy & EngineeringSan Francisco, California$147,000–$211,000 / yearMulti-Stack AI Innovation: Act as the internal champion for next-generation automation; ideate, prototype, and execute sophisticated AI use cases that bridge data across multiple siloed platforms (e.g., orchestrating Gong intelligence, Salesforce data pipelines, and Clay workflows to automate account prospecting). Technical Domain Expertise: Master-level understanding of the business mechanics in systems like: enterprise CRM ( Salesforce ), revenue intelligence ( Gong ), ABM platforms ( Demand base ), data orchestration/enrichment ( Clay, ZoomInfo ), and modern LMS suites or related applications & tools.
(USA) Manager, Operations (MRC Compliance & Technology Risk) Walmart Inc(USA) Manager, Operations (MRC Compliance & Technology Risk)San Bruno, CA$91,000–$169,000 / yearWhat you'll bring: Bachelor's degree in business, information systems, engineering, computer science, audit, or related field, plus five or more years in IT audit, internal/operational audit, technology risk, risk and controls, compliance, digital advertising operations, or audit/risk consulting. Experience assessing control design and operating effectiveness; working with IT general, automated, and reporting controls, technology processes, data flows, or system interfaces; and supporting external audits, regulatory exams, or compliance reviews.
Sr. Manager, SAP Application Support Grocery Outlet IncSr. Manager, SAP Application SupportEmeryville, CA$140,000–$160,000 / yearManager, Application Support is responsible for leading the end-to-end application support function (Run) across SAP and non-SAP systems supporting Merchandising, Purchasing, Supply Chain, Finance, and Store systems. The position will lead a team responsible for managing production support, vendor coordination, and operational excellence, while partnering closely with Product, Engineering, and Enterprise Architecture teams.
Audit Manager Visa Technology and Operations LLCAudit ManagerFoster City, CA$129,200–$206,700 / 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. Serve as a key contact with client management, explaining the audit process and scope, keeping management apprised of audit progress and issues, and effectively delivering audit results to all levels of management.
Manager, Web Platforms and Digital Experience UCSF Medical CenterManager, Web Platforms and Digital ExperienceSan Francisco, CAUCSF IT provides education, research, and health technology services, along with shared infrastructure, security, analytics, application, and customer support services, and is essential to the organization's ability to support growth, mitigate security risk, and manage, store and share sensitive information. YesStakeholder Collaboration and Consulting: Partner with campus departments, communications teams, and IT groups to identify web needs, provide strategic guidance, and support the development and improvement of departmental websites.
Senior Technology Design Manager CoreWeave IncSenior Technology Design ManagerSunnyvale, CA$157,000–$210,000 / yearSingle Point of Contact for Design on Assigned Projects: Act as the primary point of contact for all design-related items for assigned projects, coordinating closely with Data Center Providers and their Contractors, Architects/Engineers (A/E firms), along with our internal stakeholders to ensure seamless communication and alignment throughout the design process. What Youll Do: We are seeking a highly skilled and experienced Data Center Design Manager to lead and manage the design process on behalf of CoreWeave, overseeing the design of our Data Center Fit Outs (White Space) and ensuring that designs meet and incorporate CoreWeave project requirements.
Research Assistant Project Manager UCSF Medical CenterResearch Assistant Project ManagerSan Francisco, CAResponsibilities include coordinating project activities; scheduling and facilitating meetings; documenting decisions and action items; developing and maintaining project timelines, work plans, and project documentation; and supporting communication among investigators, project staff, and external stakeholders. Job Summary: The Research Assistant/Project Manager works with Division of Clinical Informatics and Digital Transformation (DoC-IT) faculty and staff as well as collaborates closely with external researchers and clinical and business stakeholders within the UCSF Health system that partner on DoC-IT projects.
IT Project Manager Jose MercilineIT Project ManagerMenlo Park, CaliforniaA key component to success in this role is to develop relationships across the organization, including Technology, Product Management, and other functional areas, in order to influence teams to ensure high priority requirements are appropriately detailed and prioritized to be worked on by the team/s. Your software development experience, collaborative approach, ability to identify challenges as opportunities teamed with energy and excitement to coach, drive, and facilitate software development will deliver best in class financial services products to the market.
NewTravel Nurse Manager - $3,240 per week Cross Country NursesTravel Nurse Manager - $3,240 per weekSouth San Francisco, CASouth San Francisco, California The organization is seeking a Nurse Manager (RN Manager) to oversee nursing operations within a healthcare setting. Cross Country Nurses is seeking a travel nurse RN Manager for a travel nursing job in South San Francisco, California.
Travel Nurse RN - Manager - $2,380 per week Cross Country NursesTravel Nurse RN - Manager - $2,380 per weekPleasanton, CARequired Qualifications: Bachelor's degree in a work-related discipline or field from an accredited college or university; 5 years of progressively responsible directly related work experience in administrative and/or managerial positions; RN - Registered Nurse - State Licensure And/Or Compact State Licensure. This senior leadership role involves overseeing nursing and clinical services within the organization, with a focus on strategic planning, organizational leadership, and ensuring the delivery of high-quality patient care.
NewTravel Nurse RN - Manager - $2,895 per week Cross Country NursesTravel Nurse RN - Manager - $2,895 per weekPleasanton, CARequired Qualifications: Bachelors Degree in Nursing from an accredited college or university; RN - Registered Nurse - State Licensure And/Or Compact State Licensure; two (2) years of progressively responsible and directly related work experience. Additional Information: The position involves supervising patient care staff, coordinating clinical operations, facilitating staff development and training, and participating in unit planning and quality improvement initiatives.
NewTravel Nurse Manager - $2,630 per week Cross Country NursesTravel Nurse Manager - $2,630 per weekSan Francisco, CARequired Qualifications: Certified as an Advanced Cardiovascular Life Support (ACLS), Basic Life Support (BLS), and National Institute of Health Stroke Scale (NIHSS); California license; at least 2 years of experience in a related nursing management role; experience with stroke coordination is required. The role involves overseeing nursing operations, ensuring high-quality patient care, and managing staff within a healthcare facility setting.
NewRestaurant Manager - Now Hiring Chili'sRestaurant Manager - Now HiringMountain View, CA$70,000–$76,000 / yearFrom leading the team through a high-energy shift to exceeding Guest expectations on every occasion to ensuring we meet our financial responsibilities, Managers are the critical link to making it all happen. Since then, we've boldly claimed our place in the casual dining industry as the place to go for Big Mouth burgers, house smoked ribs, full on fajitas, and hand shaken margaritas!
NewRestaurant Manager - Quarterly Bonus Available Chili'sRestaurant Manager - Quarterly Bonus AvailableMountain View, CA$70,000–$76,000 / yearFrom leading the team through a high-energy shift to exceeding Guest expectations on every occasion to ensuring we meet our financial responsibilities, Managers are the critical link to making it all happen. Since then, we've boldly claimed our place in the casual dining industry as the place to go for Big Mouth burgers, house smoked ribs, full on fajitas, and hand shaken margaritas!
NewRestaurant Manager - Team Lead Chili'sRestaurant Manager - Team LeadMountain View, CA$70,000–$76,000 / yearFrom leading the team through a high-energy shift to exceeding Guest expectations on every occasion to ensuring we meet our financial responsibilities, Managers are the critical link to making it all happen. Since then, we've boldly claimed our place in the casual dining industry as the place to go for Big Mouth burgers, house smoked ribs, full on fajitas, and hand shaken margaritas!
NewRestaurant Manager - Mountain View, CA - Chili's Chili'sRestaurant Manager - Mountain View, CA - Chili'sMountain View, CA$70,000–$76,000 / yearFrom leading the team through a high-energy shift to exceeding Guest expectations on every occasion to ensuring we meet our financial responsibilities, Managers are the critical link to making it all happen. Since then, we've boldly claimed our place in the casual dining industry as the place to go for Big Mouth burgers, house smoked ribs, full on fajitas, and hand shaken margaritas!
NewRestaurant Manager - Immediate Opening Chili'sRestaurant Manager - Immediate OpeningMountain View, CA$70,000–$76,000 / yearFrom leading the team through a high-energy shift to exceeding Guest expectations on every occasion to ensuring we meet our financial responsibilities, Managers are the critical link to making it all happen. Since then, we've boldly claimed our place in the casual dining industry as the place to go for Big Mouth burgers, house smoked ribs, full on fajitas, and hand shaken margaritas!
NewBusiness Development Manager - Bioprocessing Ecolab Inc.Business Development Manager - BioprocessingSan Francisco, CA$126,900–$190,200 / yearThe Business Development Sales Representative will work in collaboration with multiple Account Managers to drive new growth opportunities supporting not only the growth of our Bioprocessing segment but also enabling our clients to develop medicines that improve the lives of their patients. With a broad and innovative portfolio of chromatography technologies, global coverage and leading technical support, Ecolab Bioprocessing supports customers spanning research, emerging biotech, large scale biopharma and contract manufacturers.
NewCommercial Construction Assistant Project Manager HITT ContractingCommercial Construction Assistant Project ManagerSanta Clara, CA$84,700–$121,000 / yearGather data, interpret it into meaningful information, and relay that information through clear, concise communication strategies; ability to see how pieces and processes fit into and affect the bigger picture/business model. An Assistant Project Manager (APM) obtains, evaluates, coordinates and distributes the information and authorizations necessary to construct projects on time, within budget and to the quality specified.
NewCommercial Construction Assistant Project Manager - Mission Critical HITT ContractingCommercial Construction Assistant Project Manager - Mission CriticalSanta Clara, CA$84,700–$121,000 / yearGather data, interpret it into meaningful information, and relay that information through clear, concise communication strategies; ability to see how pieces and processes fit into and affect the bigger picture/business model. 2-5 years’ experience in commercial construction, including experience with a commercial general contractor going Mission Critical, Data Center, and/or Clean Room type projects.
Personal Assistant Manager (2026) Excellence Services, LLCPersonal Assistant Manager (2026)MENLO PARK, CAFull timeCore Competencies: Leadership & Impact: Proven ability to lead teams, optimize performance, and inspire service excellence while driving meaningful contributions to household operations. Emergency and Flexible Support: Develop contingency plans for urgent requests, such as last-minute travel or event changes, establishing response benchmarks to ensure swift, systematic handling.
NewAssistant HR Manager - Oracle Park AramarkAssistant HR Manager - Oracle ParkSan Francisco, CA$78,000–$85,000 / yearAramark is the exclusive food service provider for all events held at Oracle Park, home to the San Francisco Giants (MLB), concerts, and catered private and public events. You will play a key role in ensuring smooth and efficient HR operations, providing expert guidance on HR policies and procedures, and contributing to the overall success of the HR department and promoting positive employee relations.
Assistant Store Manager Sales - Sport & Outdoor DICK'S Sporting GoodsAssistant Store Manager Sales - Sport & OutdoorDaly City, CA$78,000–$109,200 / yearAccountable for ensuring all teammates are trained/equipped to deliver elevated athlete experiences; focuses on accountability through motivation, hands-on coaching, regular exposure, and stretch assignments; builds development plans in partnership with teammates. Hires and builds strong teams by partnering closely with the Store Manager and Captain (Supervisor) team to create targeted hiring strategies to actively source, recruit, and interview potential teammates.
NewMarketing Manager V- #26-19907 US Tech Solutions, Inc.Marketing Manager V- #26-19907San Francisco, CACustomer Storytelling & Creative Production Direct the storytelling strategy for listening session highlight reels: select moments, build narrative arcs, and package for internal product and leadership audiences. The SMB Customer Intelligence & Advocacy (CIA) team is Clients primary SMB customer listening function, serving 25,000 members and delivering intelligence that informs product, marketing, and leadership decisions.
NewAssistant Store Manager – Sales (Footwear & Apparel) DICK'S Sporting GoodsAssistant Store Manager – Sales (Footwear & Apparel)Pleasant Hill, CA$78,000–$109,200 / yearAccountable for ensuring all teammates are trained/equipped to deliver elevated athlete experiences; focuses on accountability through motivation, hands-on coaching, regular exposure, and stretch assignments; builds development plans in partnership with teammates. Hires and builds strong teams by partnering closely with the Store Manager and Captain (Supervisor) team to create targeted hiring strategies to actively source, recruit, and interview potential teammates.
M&A I&D IT Manager Deloitte Touche Tohmatsu LtdM&A I&D IT ManagerSan Francisco, CA$155,600–$306,800 / yearDeloitte's M&A I&D team assists our clients with deal closing, integration and divestiture strategy and governance, integration and divestiture accounting and reporting services, developing and executing a Day 1 implementation plan, and addressing longer-term integration needs to create the future-state organization our clients envision. We offer comprehensive end-to-end support and advisory services, covering areas such as valuation modeling, cost optimization, restructuring, business design and transformation, infrastructure and real estate, mergers and acquisitions (M&A), and sustainability.
IT Manager CYCSFIT ManagerSan Francisco, CAFull timeOur services include academic support and college counseling, job placement and employment training, substance use and violence prevention education, crisis intervention and mediation, leadership development, technology and computer training. Key responsibilities include managing IT projects from planning through completion, monitoring system performance, maintaining IT infrastructure, and driving technology improvements to support organizational goals.
IT Manager Lee Hecht HarrisonIT ManagerOakland, CA$100,000–$160,000 / yearThis role serves as the primary internal technology leader and key liaison between firm leadership, attorneys, staff, managed service providers (MSPs), and external vendors. One of the primary initiatives for this role will be helping the firm evaluate and implement a modern practice management platform that better integrates timekeeping, billing, accounting, CRM functionality, and document management workflows.
NewIT Manager TriumphIT ManagerSan Francisco, CaliforniaDeep, hands-on knowledge of corporate networking (VLANs, switching, WiFi), endpoint management (MDM, device lifecycle), and identity platforms like Okta (SSO, MFA, RBAC). Use AI aggressively to take repetitive IT work off the board — provisioning, access reviews, ticket triage, asset reconciliation, reporting — so the function scales without adding headcount, and design the human checkpoints for the steps where being wrong is expensive.