Jobs in United States

Lead Data Engineer in United States

2,556 active opportunities · Updated October 2026

Explore current lead data engineer jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

Hiring demand

37/100

watch · 33 related jobs

Hiring trend

-35%

Job postings compared with the previous 30 days

Remote options

21.2%

Share of matching jobs listed as remote

Typical salary

$186K – $186K/yr

Based on 6 salary observations

P
Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 New York, NY, United States· Full-time
✓ High-confidence listingCompany trend -87.6%

From $134.7K/yr

Quick readStrong listing-quality and freshness signals

About Pinterest: Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product. Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible. At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI. Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here . As a member of the Programmatic Sales & Operations team, you will play a pivotal role in driving Pinterest’s advertising growth and revenue through a full-funnel sales strategy. As the primary partner to clients, you’ll drive deal creation, oversee campaign setup, and ensure seamless launches. Leveraging data-driven strategies, you will proactively optimize performance, uncover growth opportunities, and deliver exceptional results that maximize client value and business impact. Through close collaboration with cross-functional teams, you’ll help shape solutions that maximize business impact, streamline workflows, and deliver measurable results for advertisers at every stage of the funnel. What you'll do: Develop and execute full-funnel, programmatic sales strategies for top-tier clients, driving measurable business results across awareness,

AWSGitRestAI
O
📍 San Francisco, California, United States· Full-time· Remote
✓ Quality checkedCompany trend -88%

About the Team Like every team at OpenAI, the Marketing team contributes to our broader mission of ensuring that artificial intelligence benefits all of humanity. We develop and execute strategies that build understanding of OpenAI, deepen engagement with our key audiences, and communicate why we build, how our technology is creating value, and how we approach its broader societal impact. We work closely with Global Affairs, Communications, Creative, Research, Product, and other teams to translate complex topics into clear, relevant, and compelling stories. Our work spans national campaigns and locally tailored efforts, helping people understand both the opportunities created by AI and the important issues surrounding its development and adoption. About the Role We are seeking an experienced Integrated Marketing Lead to lead policy- and reputation-focused campaigns that strengthen the OpenAI brand nationally and within local communities. This person will spearhead integrated campaigns and corporate communications initiatives that help people understand why OpenAI builds, the impact of our technology, and how we are engaging with some of the most consequential issues surrounding AI—including infrastructure and data centers, jobs and economic opportunity, and youth safety. The role combines national paid media with locally relevant marketing and engagement efforts. The ideal candidate understands policy, public affairs, and civic audiences while also being a sophisticated brand marketer who can make complex subjects accessible and meaningful to a broader public. This person will bring strategic vision, sound judgment, organizational clarity, and exceptional execution to highly visible work. They will collaborate closely with Global Affairs, Communications, Creative, Research, and external agency partners to build trust and shape understanding of OpenAI at both the national and local levels. In this role, you will: Lead policy and brand campaign strategy: Develop integ

AWSGitRestAI
P
Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 New York, NY, United States· Full-time· Remote
✓ High-confidence listingCompany trend -87.6%

From $132.3K/yr

Quick readStrong listing-quality and freshness signals

About Pinterest: Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product. Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible. At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI. Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here . As a Sales Strategy & Operations team, our mission is to power sustainable revenue growth for Pinterest with data-driven strategic insights and decision making, tight business management, and high-impact revenue operations. As we inform critical business decisions driving revenue growth, members of the team are highly visible to senior Sales Leadership at Pinterest and throughout the organization at large. What you'll do: Reporting to the Senior Director of Sales Strategy & Operations for North America Enterprise Sales, and in close partnership with senior North America Enterprise Sales leadership for Tech, Telco, and Entertainment (T3E), you will develop and bring to life data-driven strategies to accelerate growth in this critical business segment. In this role, you will: Partner with T3E Enterprise sales leadership to proactive

SQLAWSGitRest
O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -88%

About the Team The DeployCo Deal Desk helps turn customer deployment opportunities into clear, executable professional-services engagements. We partner across Deployment, Sales, Legal, Finance, Technical Revenue, and Operations to ensure every deal has a well-defined scope, pricing aligned to approved guardrails, complete approvals, and a clean handoff to delivery. The team sits at the intersection of commercial execution and delivery readiness. We make complex services deals easier to buy—and easier to deliver—while strengthening the templates and workflows that help DeployCo scale. About the Role We are hiring a hands-on Professional Services Commercial Lead to own the end-to-end deal desk workflow for assigned DeployCo professional-services engagements. You will personally draft and revise statements of work (SOWs), validate pricing and deal inputs, coordinate cross-functional reviews and approvals, and ensure commitments are clear, deliverable, and ready to execute. The differentiator in this role is drafting expertise: you have written SOWs, not simply routed them. You can turn technical and delivery inputs into precise scope, deliverables, milestones, assumptions, dependencies, acceptance criteria, fees, and change controls—then keep the deal moving. This is an individual-contributor role for an experienced contract manager, deal desk professional, or professional-services commercial operator who combines strong writing and commercial judgment with disciplined execution. What You’ll Do Own assigned DeployCo deals from intake through approval, signature, and operational handoff. Draft and revise SOWs, work orders, and change orders using approved templates and playbooks; partner with Legal on non-standard contractual terms and redlines. Validate rate cards, fees, hours and resourcing inputs, discounts, margin inputs, billing milestones, and key deal data against approved inputs and guardrails; reconcile the SOW to the quote and route exceptions with a clear rec

AWSRestAIRust
P
📍 New York, New York, United States· Full-time
✓ Quality checkedCompany trend -75.7%

We believe that the way people interact with their finances will drastically improve in the next few years. We’re dedicated to empowering this transformation by building the tools and experiences that thousands of developers use to create their own products. Plaid powers the tools millions of people rely on to live a healthier financial life. We work with thousands of companies like Venmo, SoFi, several of the Fortune 500, and many of the largest banks to make it easy for people to connect their financial accounts to the apps and services they want to use. Plaid’s network covers 12,000 financial institutions across the US, Canada, UK and Europe. Founded in 2013, the company is headquartered in San Francisco with offices in New York, Washington D.C., London and Amsterdam. Our Fraud Intelligence team's mission is to turn fraud signals into insight that our EPD teams transform into improvements across Protect, IDV, Signal, and Guaranteed Payments. We believe transaction patterns, device signals, identity linkages, and behavioral data are dramatically underleveraged tools in fraud prevention, and we ground our products in what adversaries are actually doing right now. As the Fraud Intelligence Lead, you will build and run a small, high-leverage team of Fraud Intelligence Analysts (and eventually a Staff Researcher) responsible for live casework across Protect, IDV, and Payments/ACH. You'll operate as a player-coach, hiring and coaching your team while staying close enough to the work to personally pick up casework and SEV response when needed. Responsibilities Team Building & People Leadership Set the casework quality bar: define what rigorous investigation, triage, and reporting look like for the team Coach analysts on investigation technique, pattern synthesis, and translating findings into product/model input Operating Model & Cross-PA Partnership Own coverage allocation across the Protect/IDV and Payments/ACH pods, including flexing assignments as volume shi

PythonSQLAWSAI
P
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -75.7%

We believe that the way people interact with their finances will drastically improve in the next few years. We’re dedicated to empowering this transformation by building the tools and experiences that thousands of developers use to create their own products. Plaid powers the tools millions of people rely on to live a healthier financial life. We work with thousands of companies like Venmo, SoFi, several of the Fortune 500, and many of the largest banks to make it easy for people to connect their financial accounts to the apps and services they want to use. Plaid’s network covers 12,000 financial institutions across the US, Canada, UK and Europe. Founded in 2013, the company is headquartered in San Francisco with offices in New York, Washington D.C., London and Amsterdam. The Marketing Operations (Ops) Team at Plaid builds the essential foundation that enables the Marketing function to operate efficiently, scale sustainably, and align with the company’s strategic goals. We focus on people, technology and process to drive operational excellence and optimize marketing performance. Our team is focused on creating and executing impactful marketing strategies that resonate with our target audiences, drive sustainable growth through high-quality pipeline generation, and enhance marketing efficiency. By integrating innovative technologies, we strive for seamless workflows and data-driven decision-making. We also continuously strengthen the foundation of a high-performing marketing organization, ensuring that processes and systems are in place to support long-term success. Responsibilities: Own the strategy and execution for integrating AI into marketing workflows, identifying high-impact opportunities to improve efficiency, scalability, and performance. Design, build, and deploy AI-powered agents and automations that support marketing workflows. Evaluate emerging AI tools and technologies, staying current on industry trends and translating new capabilities into practical ma

SQLAWSAIGo
G
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -100%

From $139K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role The Enablement & GTM AI function is part of the CRO organization. Enablement is instrumental in helping GitLab grow at a more accelerated pace and achieve our ambitious revenue targets. The enablement organization comprises enablement leads serving the CRO business functions, a centralized content group, AI tech resources, and an operations team. This role reports to the Vice President, Enablement & AI Strategy. What You’ll Do Support two VP organizations (New Business and Sales Development/SMB) with all their enablement needs from content build to training delivery to analytics. Deve

GitRestAIGo
I
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -90.5%

From $135K/yr

Quick readStrong listing-quality and freshness signals

We're transforming the grocery industry At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it together. Where others see a simple need for grocery delivery, we see exciting complexity and endless opportunity to serve the varied needs of our community. We work to deliver an essential service that customers rely on to get their groceries and household goods, while also offering safe and flexible earnings opportunities to Instacart Personal Shoppers. Instacart has become a lifeline for millions of people, and we’re building the team to help push our shopping cart forward. If you’re ready to do the best work of your life, come join our table. Instacart is a Flex First team There’s no one-size fits all approach to how we do our best work. Our employees have the flexibility to choose where they do their best work—whether it’s from home, an office, or your favorite coffee shop—while staying connected and building community through regular in-person events. Learn more about our flexible approach to where we work. Why this role is on the menu Instacart's Retail Partnerships team sits at the heart of how we grow the grocery ecosystem, and the MMI team's ability to deliver meaningful, measurable growth for retailers of all sizes depends on having a dedicated partner lead who owns those relationships end-to-end. Without this role, retail partners lack a primary strategic contact who can translate their goals into real outcomes on the platform, mobilize internal resources across product, operations, marketing, and analytics, and drive execution with the urgency and precision the portfolio demands. Twelve months from now, this person will have deepened partner relationships at the CEO and Owner level, turned complex data into clear strategic narratives that move people to action, and made Instacart an indispensable part of how their retailers grow. What you'll cook up in y

O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -88%

About the Team The DeployCo Deal Desk helps turn customer deployment opportunities into clear, executable professional-services engagements. We partner across Deployment, Sales, Legal, Finance, Technical Revenue, and Operations to ensure every deal has a well-defined scope, pricing aligned to approved guardrails, complete approvals, and a clean handoff to delivery. The team sits at the intersection of commercial execution and delivery readiness. We make complex services deals easier to buy—and easier to deliver—while strengthening the templates and workflows that help DeployCo scale. About the Role We are hiring a hands-on Professional Services Commercial Lead to own the end-to-end deal desk workflow for assigned DeployCo professional-services engagements. You will personally draft and revise statements of work (SOWs), validate pricing and deal inputs, coordinate cross-functional reviews and approvals, and ensure commitments are clear, deliverable, and ready to execute. The differentiator in this role is drafting expertise: you have written SOWs, not simply routed them. You can turn technical and delivery inputs into precise scope, deliverables, milestones, assumptions, dependencies, acceptance criteria, fees, and change controls—then keep the deal moving. This is an individual-contributor role for an experienced contract manager, deal desk professional, or professional-services commercial operator who combines strong writing and commercial judgment with disciplined execution. In this role, you will: Own assigned DeployCo deals from intake through approval, signature, and operational handoff. Draft and revise SOWs, work orders, and change orders using approved templates and playbooks; partner with Legal on non-standard contractual terms and redlines. Validate rate cards, fees, hours and resourcing inputs, discounts, margin inputs, billing milestones, and key deal data against approved inputs and guardrails; reconcile the SOW to the quote and route exceptions with a

AWSRestAIRust
O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -88%

About the Team The International Strategy & Operations team supports the growth and management of OpenAI’s business outside the United States. We work across products, markets, and functions to ensure our technology reaches and benefits users and customers around the world. Our team is responsible for being the glue between global and regional teams—bringing together market performance, local context, and cross-functional priorities to create a clear plan for winning in international markets. We advocate for the regional leaders closest to our users and customers, while giving company leadership the ground truth and structured recommendations needed to make the right decisions and tradeoffs. About the Role We are looking for a world-class, scrappy, and dynamic strategy and operations leader who spikes in analytical thinking, business judgment, executive communication, and operational execution. You will work closely with global leadership, regional general managers, and cross-functional partners to identify growth opportunities, build operating plans, and drive high-priority initiatives from conception through execution. You will be expected to operate at all altitudes—from translating complex market dynamics into clear recommendations for senior executives to working directly with product, growth, data science, and go-to-market teams to unblock execution. Success in this role requires the ability to bring structure to ambiguity, turn data into actionable insights, influence without authority, and drive meaningful business outcomes across a fast-moving and increasingly global organization. In this role, you will: Build the operating plan. Translate strategic priorities into clear goals, workstreams, owners, milestones, and decisions. Identify cross-functional dependencies early and ensure teams remain aligned on execution. Drive market growth initiatives. Work with product, growth, marketing, data science, and regional teams to identify and execute opportunities

SQLAWSRestAI
O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -88%

About the Team Like every team at OpenAI, the Marketing team contributes to our broader mission of ensuring responsible and widespread adoption of artificial intelligence. With that aim in mind, we are responsible for developing and executing strategies that drive awareness, engagement, and usage for OpenAI’s products and platform amongst our core audiences. Our focus extends beyond just promoting product features; we aim to provide valuable insights and resources that help our users make the most out of AI technologies. The Marketing Insights & Analytics team aims to understand the markets, audiences, behaviors, attitudes and needs to shape outreach strategies and inform product and business decisions. We’re the strategic partner that discovers insights, specifically: foundational understanding, marketing strategy, thought leadership, measurement and tracking. About the Role You will be the Market Research Lead that translates insights into actionable marketing plans and executions, drive business results, and orient the team towards strategic thinking to drive brand outcomes. This is critical as we hope to reach millions of users and businesses worldwide. This role can be based in San Francisco, CA or NYC, NY utilizing a hybrid work model (3 days per week in-office). In this role, you will: Play an integral part of Marketing and be a strategic partner to brand, product marketing, creative, product and beyond. Design, execute, and deliver high-impact research using mixed methods. Work on a diverse portfolio of business challenges - how do we reach the next billion people, how do we grow internationally, how do we position our suite of products, and how do we ship joy to our customers. Translate business questions into research plans. Translate data into clear, compelling narratives. Develop deep empathy for developers, builders, and technical decision-makers, understanding their workflows, motivations, and pain points across the lifecycle Shape go-to-market str

AWSRestAIGo
O
Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -88%

About the Team OpenAI’s Hardware organization develops system and infrastructure solutions designed for the unique demands of advanced AI workloads. We work closely with research, software, and external hardware partners to shape the next generation of AI systems, from silicon through full-scale deployments. Our team focuses on understanding and optimizing performance across the full system stack—ensuring that architectural decisions are grounded in rigorous, quantitative analysis of real-world workloads. About the Role We are seeking a Performance Modeling Lead to build and lead a small, high-impact team responsible for answering forward-looking architectural questions across AI infrastructure systems. You will develop modeling frameworks and methodologies to evaluate system-level tradeoffs and guide key design decisions. Your work will directly influence reference architectures, vendor designs, and long-term infrastructure strategy. This role sits at the intersection of AI workloads, system architecture, and quantitative modeling, and requires strong technical judgment, ownership, and the ability to translate complex analysis into clear, actionable guidance. 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. Key Responsibilities Build and own a performance modeling framework/toolchain to evaluate AI systems across multiple levels of abstraction. Analyze and quantify architectural tradeoffs across compute, memory, networking, storage, and system topology. Develop performance models to guide decisions on: scale-up vs. scale-out architectures interconnect and network design memory hierarchy and system balance. Translate modeling outputs into clear recommendations for internal teams and external hardware vendors. Influence reference designs and vendor roadmaps through data-driven insights. Partner closely with machine learning, systems, and hardware teams to understand workload characte

AWSRestMachine LearningAI
O
Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -88%

About the Team The Strategic Finance team provides financial insights and guidance to support OpenAI’s long-term goals and strategies. We partner across the business to allocate and deploy our resources for the highest-impact outcomes.  Within Strategic Finance, the B2B team focuses on the financial performance of our products and GTM functions, ensuring tight alignment between financial objectives and company strategy. We partner with leaders across Product, GTM, Research, Partnerships, and Operations to: Drive operational planning, financial forecasting, and performance management. Provide decision-quality insights on product and financial performance to inform strategic resource allocation. Build the “0→1” financial foundations required to scale and accelerate growth. About the Role We are hiring a senior leader in B2B Strategic Finance to build and scale a new pillar within our finance organization. This is a highly visible role that reports into the Head of B2B Strategic Finance and supports some of our most critical executive stakeholders, including our COO, CFO, and CRO, among others on the B2B Leadership Team. This role is ideally based in our San Francisco HQ, but we are open to NYC and Seattle. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: Drive B2B finance scale and rigor Build and scale core financial infrastructure across the B2B business, including forecasting methodology, variance management, and performance narratives that drive accountability and decision-making velocity. Lead consolidated planning across revenue, gross margin (including compute), and opex for annual budget, forecasts, regular business reviews, and long-range planning. Establish durable management reporting: KPI definitions, dashboards, month-end/quarter-end deliverables, and exec-ready readouts. Partner with Corporate FP&A, Accounting, and Finance Systems/Data to evolve processes and contro

SQLAWSRestAI
N
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -88.6%

$230K – $260K/yr

Quick readStrong listing-quality and freshness signals

Who We Are Notion is the collaborative AI workspace where teams and agents think together . We're building one place where your knowledge, projects, meetings, and AI tools live side by side, so work is faster, clearer, and less fragmented. Millions of individuals, small teams, and large companies run their work on Notion. Notinos (our employees) are customer zero in bringing this future of work to life. We care about craft, building things that last, and the belief that great work is still fundamentally human. Our goal isn’t to ship the next feature. Each and every team of Notinos is working to set the standard for how humans work together in the AI era. From building a business’s system of record to making and managing AI agents to automating away the busy work, we care deeply about giving our customers more time for their life’s work. About The Role Notion is accelerating investment in Partner and Consultant motions with the goal to scale growth meaningfully over the next several years. This role will lead strategy and execution across both self-service and sales-assisted business models, diving deep to support each motion while also working alongside business partners to drive program unification through mechanisms such as tiering, processes, systems, and incentive models. As Strategy & Operations Manager, you'll support Partner growth strategy design, translate strategies into annual investment plans, clear priorities and cross-functional dependencies, and help drive execution with velocity and rigor. You'll build and own core operating processes and frameworks — such as capacity and revenue models, reporting and KPI reviews — partnering with RevOps, Business Technology, Data, Finance, Product, and Go to Market teams to develop a strong operational foundation for the Partner program. Ultimately, you'll help our Partner Leadership team build programs that transform end user experience, accelerate Notion adoption, and drive ARR growth at scale. We’re looking f

SQLRestAIGo
N
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -88.6%

$210K – $260K/yr

Quick readStrong listing-quality and freshness signals

Who We Are Notion is the collaborative AI workspace where teams and agents think together . We're building one place where your knowledge, projects, meetings, and AI tools live side by side, so work is faster, clearer, and less fragmented. Millions of individuals, small teams, and large companies run their work on Notion. Notinos (our employees) are customer zero in bringing this future of work to life. We care about craft, building things that last, and the belief that great work is still fundamentally human. Our goal isn’t to ship the next feature. Each and every team of Notinos is working to set the standard for how humans work together in the AI era. From building a business’s system of record to making and managing AI agents to automating away the busy work, we care deeply about giving our customers more time for their life’s work. About the Role: You'll be Recruiting's dedicated people analytics partner — owning the data, shaping the strategy, and in the room where decisions get made. The core of the role is building trusted recruiting analytics infrastructure (funnel + stage conversion, pipeline aging, time-to-fill, offer acceptance, sourcing channel quality, and recruiter capacity) and making it self-serve for recruiters and leaders. You’ll own the stack end-to-end — from raw data in Ashby and Snowflake to clear insights that hold up in a pipeline review. You're the person who turns workforce signals into recruiting strategy — bringing a point of view. This role may be based in either our San Francisco or New York City offices. We work from our offices on Mondays, Tuesdays and Thursdays (our Anchor Days) because we do our best thinking and building together in person. We’re looking for someone who’s excited to work alongside the team during those days. What You'll Achieve: Own recruiting analytics end-to-end: Build and maintain the dashboards and reporting infrastructure Recruiting leadership relies on (funnel health, conversion rates by stage, time-to-fill,

SQLRestAIGo

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