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Lifecycle Specialist in San Francisco

219 active opportunities · Updated October 2026

Explore current lifecycle specialist jobs in San Francisco. Filter by work mode, employment type, experience, department, date posted and distance.

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📍 San Francisco, California, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. We are looking for a highly organized, thoughtful, and execution-focused People Operations Manager to join our People team. This is a manager-level individual contributor role responsible for owning and continuously improving the core People operations that support our employees throughout their lifecycle. As we invest in how AI can improve the way we work, we are looking for someone who brings an AI-enabled mindset to People Operations—constantly looking for ways to simplify work, automate processes, and build more scalable employee experiences. Key Responsibilities People Operations & Employee Lifecycle Own the end-to-end employee lifecycle, including onboarding, employee changes, leaves, and offboarding, ensuring a seamless and high-quality employee experience. Manage and continuously improve People Operations processes, workflows, documentation, and internal resources. Serve as a primary point of contact for employees on People-related questions, policies, benefits, leaves, and workplace resources. Partner with Finance, IT, Recruiting, Legal, and other teams to ensure People processes and employee changes are executed accurately and on time. HRIS, Data & Compliance Own the day-to-day administration and data integrity of our HRIS, including employee records, job and compensation changes, and organizational data. Conduct regular audits and maintain People reporting to ensure data is accurate, complete, and compliant and to identify trends and opportunities for improvement. Support HR compliance

RestAIGoRust
O
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team Compute Foundations builds the software that manages OpenAI’s GPU compute infrastructure across sites, data centers, and infrastructure providers, supporting model training and inference. Our systems turn large, heterogeneous fleets of machines into dependable compute for research and products. We build Kubernetes-based control planes, controllers, services, and APIs that coordinate the lifecycle of machines and clusters. We connect global infrastructure management with the realities of bare-metal systems, giving clients consistent interfaces across differences in hardware, topology, and provider behavior. About the Role You will build distributed systems that provision, configure, and manage compute throughout its lifecycle. Your work will connect global services and Kubernetes controllers with the systems that bring machines online, update them safely, and recover them when something goes wrong. This role combines software architecture with an understanding of how machines and data centers work. You might design a lifecycle API, improve controller performance under high concurrency and provider rate limits, or trace a provisioning failure from an API through reconciliation to network boot or host configuration. You will help these systems remain reliable as the fleet expands across sites and generations of GPU hardware. We value depth in relevant systems and the ability to connect layers. You do not need to arrive as an expert in every component of the stack. In this role, you will: Design, build, and operate Kubernetes-based controllers and distributed services that coordinate infrastructure across sites, isolate failures, and scale as GPU capacity grows. Define APIs and resource models that let clients request and track lifecycle operations through consistent interfaces across hardware platforms and providers. Build provisioning and configuration services that coordinate network boot, hardware management interfaces, and the deployment of firmware,

AWSKubernetesLinuxRest
B
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -79.1%
Quick readStrong listing-quality and freshness signals

ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma, and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F , led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to ship AI products. THE ROLE We're looking for a hands-on Operations Manager to own the operational and analytical supply side of our GPU fleet. Key focus areas: GPU fleet lifecycle, health, observability, utilization monitoring, and remediation across our neocloud and bare metal environments. We contract for a fixed amount of compute capacity. GPUs drift from healthy to unhealthy over time, and this role minimizes that downtime to keep the maximum number of GPUs healthy at any given moment. This is an operator role, not people management. You'll drive execution through clear processes, metrics, reporting, vendor coordination, and cross-functional alignment.. RESPONSIBILITIES Core Responsibilities: Drive suppliers to keep the maximum amount of the GPU fleet online and healthy. Maintain a live reconciliation of contracted vs. provisioned vs. healthy vs. utilized capacity, broken out by supplier and by cluster maximizing the number of healthy GPUs. Supplier-attributed fleet health accountability: own replacement SLAs, mean time to repair (MTTR), and RMA cycle times for every in-scope supplier. SLA monitoring, credit claims, and remedy enforcement: track SLA performance against contract terms, file and pursue credit claims, and drive remediation plans when suppliers fall short. Drive internal communications where suppliers need to perform maintenance to ensure all Baseten stakeholders are aware of activities that impact availability. Scope and

Machine LearningAIGoFinance
O
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Role We’re seeking an Associate General Counsel to lead commercial legal strategy and execution for OpenAI’s silicon initiatives and the semiconductor ecosystem that supports our AI infrastructure. This is a senior, highly cross-functional role for a lawyer who can advise business and technical leaders across the semiconductor development, manufacturing, and supply lifecycle. The role will partner closely with silicon engineering, infrastructure, strategic sourcing, supply chain, manufacturing, finance, partnerships, IP, policy, regulatory, and trade compliance teams to structure and negotiate strategic arrangements with semiconductor ecosystem partners, technology providers, and critical suppliers. This person will help establish the commercial frameworks needed to protect OpenAI’s technology and support resilient, scalable commercial arrangements. We’re looking for an experienced technology transactions lawyer with meaningful semiconductor industry experience who can translate highly technical and operational issues into practical commercial structures. The ideal candidate combines strong judgment, commercial creativity, and the ability to lead complex, high-value transactions in a fast-moving and complex global ecosystem. This role is based in San Francisco, CA. We use a hybrid work model of 3-days in the office per week and offer relocation assistance to new employees. This role will: Lead commercial legal strategy and risk management for OpenAI’s silicon and related technology initiatives. Advise senior business, engineering, sourcing, and operational stakeholders on strategic relationships, commercial priorities, and complex transactions. Draft, negotiate, and advise on sophisticated development, manufacturing, supply, licensing, services, and strategic partnership agreements. Structure commercial arrangements that support long-term business and operational requirements. Advise on the commercial and operational issues that arise across the developmen

AWSRestAIGo
O
📍 San Francisco, California, United States· Full-time· Remote
✓ Quality checkedCompany trend -80.2%

About the Team The Ona team at OpenAI is helping build the software factory for the enterprise. We build infrastructure that enables AI agents to work in secure, customer-controlled cloud environments, with the context, tools, and controls they need to make progress across the software lifecycle—beyond a single developer’s laptop or active session. Our focus is helping enterprises move from experimenting with agents to using them reliably in production. That means solving challenging problems in cloud environments, orchestration, security, and collaboration, while making the experience straightforward for the people directing and reviewing the work. We’re a team that values initiative, close relationships with customers, and exceptional engineering craft. We take ownership, learn quickly, and communicate directly and kindly. About the Role We’re hiring backend-focused Product Engineers across our platform and security product teams. You’ll build infrastructure and customer-facing workflows that let developers and AI agents work reliably in parallel. You’ll work primarily in Go on APIs, complex networking, development environments, and orchestration for long-running tasks. You’ll own outcomes from understanding a user’s problem and choosing an approach through shipping, operating, and improving the solution, working closely with frontend, infrastructure, and security engineers. In this role, you will: Work directly with customers to build developer and security workflows, from getting a project running to investigating findings, reviewing agent-generated changes, and verifying fixes. Build Go services and APIs for provisioning cloud environments, running agents in customer infrastructure, and integrating with source control, CI, and other developer tools. Design reliable orchestration for long-running, parallel work, including durable state, retries, cancellation, and recovery. Build security into execution workflows through clear permissions, credential handling, is

AWSAzureGCPKubernetes
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📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -100%
Quick readStrong listing-quality and freshness signals

Who Are We? Postman is the world’s leading API platform, used by more than 45 million+ developers and 500,000 organizations, including 98% of the Fortune 500. Postman is helping developers and professionals across the globe build the API-first world by simplifying each step of the API lifecycle and streamlining collaboration—enabling users to create better APIs, faster. The company is headquartered in San Francisco and has offices in Boston, New York, Austin, Tokyo, London, and Bangalore - where Postman was founded. Postman is privately held, with funding from Battery Ventures, BOND, Coatue, CRV, Insight Partners, and Nexus Venture Partners. Learn more at postman.com or connect with Postman on X via @getpostman. P.S: We highly recommend reading The "API-First World" graphic novel to understand the bigger picture and our vision at Postman. The Opportunity Postman is looking for a Senior Demand Generation Manager to drive pipeline growth through high-impact digital demand generation programs anchored in content-led engagement for Fern. This role sits within Revenue Marketing and is focused on turning content and digital channels into a reliable, scalable pipeline engine — connecting content strategy, organic programs, and always-on digital execution to both product-led and sales-led growth motions. You'll own how Postman attracts, engages, and converts high-intent audiences through compelling content experiences across the digital landscape, ensuring every program moves deals forward. We're looking for someone who thinks in terms of pipeline and revenue, not just pageviews or content output — and knows how to build content-driven digital programs that compound over time and scale with the business. What You’ll Do Demand Generation Strategy & Pipeline Execution Develop and execute a content-led digital demand generation strategy aligned to pipeline creation and revenue goals across PLG and SLG motions. Prioritize content investment and channel mix based on pi

GitAIGoRust
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team OpenAI’s People team hires, engages, and retains world-class talent to safely build and deploy AGI that benefits all of humanity. The People Analytics team helps leaders make rigorous, evidence-based talent decisions and ensures that the systems supporting those decisions are valid, reliable, fair, and accountable. About the Role As a People Data Scientist focused on AI fairness and bias testing, you will help establish how OpenAI evaluates AI-assisted People systems and high-impact talent processes. You will design and conduct rigorous assessments to identify, measure, and mitigate potential bias across the lifecycle of models, agents, decision-support tools, and automated workflows. Your work will span the entire employee life-cycle, such as hiring, performance, promotion, employee development, workforce planning, etc. You will evaluate both technical systems and the broader human-AI decision processes in which they operate, examining not only model performance but also data quality, measurement validity, differential outcomes, human oversight, and unintended consequences. We’re looking for an experienced data scientist or applied researcher who can translate complex fairness questions into defensible evaluation strategies, scalable testing infrastructure, and clear recommendations for technical teams and senior leaders. This role is preferred to be based in San Francisco, CA. In this role, you will: Define and lead fairness and bias-testing strategies for AI-assisted People processes, models, agents, and decision-support systems from development through deployment and ongoing monitoring. Design rigorous algorithmic audits and validation studies, including adverse-impact analysis, subgroup and intersectional evaluation, error-rate analysis, calibration, measurement invariance, reliability, criterion-related validity, and sensitivity testing. Identify the appropriate fairness criteria for each use case, evaluate tradeoffs among competing definitions

PythonSQLAWSRest
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team The Applied AI Engineering team is responsible for helping customers turn frontier AI capabilities into real products, workflows, and business impact. We act as trusted technical partners across solution design, architecture, implementation, evaluation, and adoption, working alongside customers to build and scale effective AI applications with OpenAI’s technologies. The Codex Applied AI Engineering team focuses on helping organizations transform how software is built with AI. We partner directly with engineering teams and technical leaders to integrate Codex into their software development lifecycle — from identifying high-impact use cases and designing AI-enabled workflows to implementation, evaluation, and scaled adoption. Our work helps ensure AI-powered software development is effective, reliable, secure, and deeply integrated into how engineering organizations operate. About the Role We are seeking an experienced technical leader to join as Manager, Applied AI Engineering (Codex) , leading a team of Applied AI Engineers responsible for driving successful Codex adoption across strategic customers. Your team will work hands-on with customer engineering organizations to design and build AI-enabled development workflows, solve complex implementation challenges, and establish scalable patterns for AI-powered software development. As a manager, you will shape how these technical engagements operate at scale — setting strategy, coaching engineers, determining where the team can have the greatest impact, and ensuring consistently strong execution across customers. You will serve as both a people leader and senior technical advisor, partnering closely with Sales, Product, Research, and Engineering to translate customer needs and real-world usage into better technical approaches, reusable patterns, and product insights. Success in this role will be measured by meaningful and sustained Codex adoption, successful customer outcomes, and the creation of repeat

JavaScriptPythonJavaAWS
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team The B2B Marketing team helps businesses understand, adopt, and get value from OpenAI’s products. B2B marketing is a major and growing priority as we scale our work with companies, developers, and institutions around the world. The team works across field marketing, campaigns, customer storytelling, thought leadership, events, lifecycle programs, and executive communications. We partner closely with Sales, Partnerships, Product, Product Marketing, Communications, Finance, Recruiting, and company leadership to build programs that drive durable growth across enterprise and business audiences. About the Role We are hiring a Partner Marketing Manager to own and execute OpenAI’s joint go-to-market plan with AWS. This role will translate shared priorities into integrated programs across co-sell, marketplace, campaigns, field activations, customer proof, enablement, and executive engagement that accelerate adoption and drive measurable business impact. You will work closely with Partnerships, Sales, Product Marketing, Field Marketing, Communications, and AWS stakeholders to move plans from strategy through execution. This is a highly cross-functional individual contributor role with no people-management responsibility, built for someone who thrives in ambiguity, works through influence, and creates clarity across complex stakeholder environments. This is a hybrid role based in San Francisco, and in office three days a week. Occasional travel will be required. In this role, you will: Create and execute the joint go-to-market plan with AWS across co-sell, marketplace, campaigns, field activations, customer proof, enablement, and executive engagement, with clear goals for adoption, pipeline, and revenue impact. Build clear partner narratives, messaging, and positioning for OpenAI and AWS solutions, joint value propositions, and shared customer outcomes. Launch and scale co-marketing programs across campaigns, webinars, customer stories, executive events, field a

AWSRestAIGo
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team The B2B Marketing team helps businesses understand, adopt, and get value from OpenAI’s products. B2B marketing is a major and growing priority as we scale our work with companies, developers, and institutions around the world. The team works across field marketing, campaigns, customer storytelling, thought leadership, events, lifecycle programs, and executive communications. We partner closely with Sales, Partnerships, Product, Product Marketing, Communications, Finance, Recruiting, and company leadership to build programs that drive durable growth across enterprise and business audiences. About the Role We are hiring a Partner Marketing Manager to own and execute joint go-to-market plans with strategic cloud and technology partners. This role will translate partner priorities into integrated programs across campaigns, events, customer proof, enablement, and demand generation that build awareness, accelerate adoption, and support measurable business outcomes across enterprise audiences. You will work closely with Partnerships, Sales, Product Marketing, Field Marketing, Communications, and partner teams to move plans from strategy through detailed execution. This is a highly cross-functional individual contributor role with no people-management responsibility, built for someone who can manage multiple workstreams, build strong partner relationships, and work through influence in a fast-changing environment. This role is based in San Francisco and follows a hybrid work model, with three days per week in the office. Occasional travel will be required. You’ll be responsible for: Create and execute distinct joint go-to-market plans with Google Cloud and Oracle across campaigns, events, customer proof, enablement, and demand generation, with clear goals for awareness, adoption, pipeline, and revenue impact. Build clear partner narratives, messaging, and positioning for integrated solutions, joint value propositions, and shared customer outcomes. Launch and

AWSRestAIGo
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team The B2B Marketing team helps businesses understand, adopt, and get value from OpenAI’s products. B2B marketing is a major and growing priority as we scale our work with companies, developers, and institutions around the world. The team works across field marketing, campaigns, customer storytelling, thought leadership, events, lifecycle programs, and executive communications. We partner closely with Sales, Partnerships, Product, Product Marketing, Communications, Finance, Recruiting, and company leadership to build programs that drive durable growth across enterprise and business audiences. About the Role We are hiring a Partner Marketing Manager to own and execute joint go-to-market plans across a portfolio of strategic technology partners and independent software vendors. This role will turn ecosystem relationships into focused programs across launches, campaigns, customer proof, enablement, events, and demand generation that accelerate adoption, strengthen partner advocacy, and drive measurable business impact. You will work closely with Partnerships, Sales, Product Marketing, Field Marketing, Communications, and partner organizations to prioritize opportunities and move plans from strategy through execution. This is a highly cross-functional individual contributor role with no people-management responsibility, built for someone who can operate across a broad ecosystem, work through influence, and create repeatable motions in ambiguity. This role is based in San Francisco and follows a hybrid work model, with three days per week in the office. In this role, you will: Create and execute joint go-to-market plans across priority technology partners and ISVs, spanning launches, campaigns, customer proof, enablement, events, and demand generation, with clear goals for adoption, pipeline, and revenue impact. Build compelling ecosystem narratives, messaging, and positioning for integrated solutions, joint value propositions, and shared customer outcomes. L

AWSRestAIGo
M
📍 San Francisco, United States· Remote
✓ Quality checkedCompany trend -55.6%

About Mixpanel Mixpanel is the leading product intelligence and analytics platform, trusted by more than 29,000 companies to help understand how people use the products they build. By combining powerful analytics with AI that knows your business, Mixpanel helps teams see what’s working, diagnose what’s not, and decide what to build next. Learn more at mixpanel.com . About the Team The People Operations team owns the systems, processes, and programs that make the employee lifecycle run — from day one through every transition in between. We believe that clean data, simple workflows, and well-designed technology are what let the rest of the People & Talent function do its best work. About the Role We're looking for a People Operations Manager who can look at a messy, ambiguous problem and turn it into a clear plan — then execute it. Day-to-day, you'll own our HR technology stack, lead process transformation across the employee lifecycle, and serve as the go-to partner for Payroll, IT, Legal, and the broader People & Talent team when something needs to be built, fixed, or rethought. You'll work directly with vendors, HRBPs, and leadership to make sure our operations are scalable, compliant, and actually simple to use. In the first year, success means moving us from where we are to where we should be: better-configured systems, documented processes, and a team that trusts what's in our tools. Responsibilities Lead HR operations programs end-to-end — define scope, owners, milestones, risks, and success measures, often starting from an undefined brief. Serve as the primary functional owner for core People technology platforms (e.g., HRIS, ATS, LMS, performance tools), including configuration, upgrades, and feature evaluation. Lead technology deployments, platform conversions, and module rollouts, coordinating across IT, HRIS, and vendor teams. Research and benchmark HR technology trends to build and maintain a People tech roadmap that supports scale. Apply AI and e

AIProject ManagementFinanceAuditing
P
📍 San Francisco, California, United States
✓ Quality checkedCompany trend -100%

Who Are We? Postman is the world’s leading API platform, used by more than 45 million+ developers and 500,000 organizations, including 98% of the Fortune 500. Postman is helping developers and professionals across the globe build the API-first world by simplifying each step of the API lifecycle and streamlining collaboration—enabling users to create better APIs, faster. The company is headquartered in San Francisco and has offices in Boston, New York, Austin, Tokyo, London, and Bangalore - where Postman was founded. Postman is privately held, with funding from Battery Ventures, BOND, Coatue, CRV, Insight Partners, and Nexus Venture Partners. Learn more at postman.com or connect with Postman on X via @getpostman. P.S: We highly recommend reading The "API-First World" graphic novel to understand the bigger picture and our vision at Postman. The Opportunity Postman is seeking a strategic and results-driven engineering leader who is passionate about cloud agnostic infrastructure, operational excellence, and enabling engineering teams to operate autonomously and build with confidence. As Head of Infrastructure, you'll lead a talented and geographically distributed team of engineers across the SF Bay Area, India, and Europe, fostering a culture of collaboration, ownership, and continuous improvement. You'll own the infrastructure that underpins one of the world's most widely used API platforms, an environment handling ~80,000 requests per second at the front door, and be responsible for its reliability, scalability, and evolution. In addition to infrastructure, you'll own the Site Reliability Engineering (SRE) function at Postman, setting the standards and practices that keep the platform reliable at scale. You'll work closely with engineering managers, product managers, and platform teams to drive the technical roadmap for our cloud agnostic infrastructure and reliability practices, ensuring we can support a large and rapidly growing engineering organization. If you're p

AWSAzureKubernetesProject Management
O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -80.2%

About the Team OpenAI’s People team is committed to hiring, engaging, and supporting world-class talent to help safely build and deploy universally beneficial Artificial General Intelligence (AGI). The People Operations team is responsible for the systems, data, and operational rigor that underpin every stage of the employee lifecycle. Our work sits at the intersection of employee experience, regulatory compliance, and business velocity — ensuring that as OpenAI scales rapidly and globally, our foundations remain accurate, auditable, and human-centered. This is a high-trust, high-impact function. We partner closely with Finance, Legal, IT, Security, and the broader People team to support growth in a dynamic environment with significant internal and external scrutiny. Operational excellence here is not about process for process’s sake — it is about building durable infrastructure that enables fairness, transparency, and responsible scale. About the Role As Director of People Operations, you will own the core operational infrastructure that enables OpenAI to scale responsibly. This role serves as the operational backbone of the People function, with accountability for data integrity, operational controls, and audit readiness across the systems that support a complex, global workforce, including the operational foundations of recruiting and hiring at scale. You will lead a team responsible for the end-to-end workforce lifecycle, from candidate and hiring operations through onboarding and offboarding, ensuring our people systems, processes, and data are accurate, resilient, and built to scale.In close partnership with Employment Legal and the People Compliance team, you will translate policy and regulatory requirements into scalable, well-controlled operational processes. This role operates with high visibility and close partnership with senior leaders across Finance, Legal, IT, and People, including ownership of SOX-relevant controls and workforce data relied upon by e

AWSRestAIGo
B
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -79.1%

ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F , led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to to ship AI products. THE ROLE Forward Deployed Engineers work directly with the largest and fastest-growing AI companies in the world, owning their technical outcomes on Baseten and taking on the hardest problems in serving and improving models at scale. The work spans the model lifecycle: inference, post-training, and the systems that tighten the loop between them. Act as each account's de facto CTO on Baseten, with final accountability for how their workloads are designed, run, and scaled. Take customer objectives from vague to shipped: frame the problem, define the spec and success criteria, build the PoC, and carry it through to production quickly, using the right tools for the problem. Design the evals and benchmarks that isolate where quality or performance falls short, then close the gap yourself, whether that means optimizing inference, improving the model through post-training, or reworking the eval itself. Be the first responder to mission-critical failures including triage, owning the fix directly or route to the owning team and stay accountable until it ships. Build internal systems so that each engagement is faster than the last. This includes tooling and automation for eval and deployment infrastructure, and the recipes and reference implementations that make the product more self-serve. Shape the product itself, channeling what your accounts need into the roadmap and shipping fixes and features into Baseten's codebase yourse

KubernetesRestMachine LearningAI
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