Jobs in United States

Business Operations Specialist in United States

3,197 active opportunities · Updated October 2026

Explore current business operations specialist jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 San Francisco, CA, United States
✓ High-confidence listingCompany trend -87%
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 . We’re hiring a Staff Machine Learning Engineer to help drive the future of merchant presence and shopping experiences on Pinterest. This role sits on the Merchant team and focuses on building AI/ML systems (including LLMs) that identify, understand, and surface relevant, high-quality merchants across segments—so Pinners can discover new brands with greater confidence and consideration, and merchants can reach new, diverse audiences. In this role, you’ll lead LLM-first, evaluation-driven initiatives—near-term focused on agentic workflows, measurement, and operational rigor that strengthen Merchant Integrity and Business Integrity. Longer term, you’ll help advance core relevance capabilities such as merchant/brand affinity modeling and related signals that improve shopping discovery across Pinterest. You’ll partner closely with Product Managers, E

Machine LearningAI
C
📍 Work At Home Texas, United States
✓ Quality checkedCompany trend +340.2%

We’re building a world of health around every individual — shaping a more connected, convenient and compassionate health experience. At CVS Health®, you’ll be surrounded by passionate colleagues who care deeply, innovate with purpose, hold ourselves accountable and prioritize safety and quality in everything we do. Join us and be part of something bigger – helping to simplify health care one person, one family and one community at a time. Position Summary Revenue Integrity is seeking a Lead Director, Informatics (Performance Reporting & Insights) to lead the development and delivery of enterprise risk adjustment analytics and business intelligence solutions. This role transforms complex clinical, operational, and risk adjustment data into actionable insights that will drive provider performance, program efficiency, and executive decision-making. This leader will be responsible for creating action through data storytelling, advanced visualizations, and helping to advance the organization’s reporting strategy through AI and automation. This This role is customer-facing and will provide thought leadership and vision partnership to areas such as Market leads, Finance, Clinical, and Operational partners. The leader must also provide technical guidance to staff on BI tool input modeling and calculations. Key Responsibilities Risk Adjustment Performance Reporting Accountable for timely and accurate sharing of risk adjustment KPIs, trends, and performance drivers at a market, plan, and provider level through dashboards and reporting tools Quantify drivers of risk movement and surface those insights to business leaders for action Assess performance against operational and organizational objectives, including appropriate benchmarking and goal setting <

PythonSQLAIPower Bi
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📍 Texas, United States of America, United States
✓ High-confidence listingCompany trend -5.2%

$93.4K – $143.8K/yr

Quick readStrong listing-quality and freshness signals

Senior Program Manager Description - Job Summary • This role is responsible for leading teams/projects to solve common and complex business issues, by leveraging developed subject matter knowledge. The role manages and leads cross-functional program teams, delivers professional reports, develops schedules, budgets and resource plans, and tracks progress against the establishes plans, while leading less-experienced staff members. The role also identifies risks and creates mitigation plans, and reports the same to executive management. Responsibilities • Manages and leads a program involving one or more functions and project teams to drive the engineering development and implementation process for a subsystem or component of a product or service offering. • Leads moderate to high complexity projects, delivering professionally written reports, and supports the realization of operational and strategic plans. • Understands the technical concepts, architecture, systems, development methods, and disciplines associated with the defined program, and utilizes knowledge to accelerate project completion. • Leads the deployment, launch, and continuous improvement of new technologies & process automation developed within the company's worldwide engineering team. • Develops schedules, critical deliverables, budget, resource allocation plan, logistics, and other support requirements for assigned program in collaboration with both the company & contract manufacturing teams. • Coordinates activities of supporting project teams and internal and external development partners; tracks progress against established plan and makes decisions to alter or update schedule and resource allocation to meet product requirements and development schedule. • Communicates program progress, escalations, and issue analysis to product stakeholders; collabora

Project ManagementLogistics
H
📍 Texas, United States of America, United States
✓ High-confidence listingCompany trend -5.2%

$166.1K – $265.7K/yr

Quick readStrong listing-quality and freshness signals

Director, Service Supply Chain Cost Optimization Description - The Director, Service Supply Chain Cost Optimization leads financial and operational management activities focused on cost optimization, business performance, and operational efficiency across a complex services and supply chain environment. This role translates financial and operational insights into strategic priorities, executive decision-making, and measurable business outcomes. The Director drives the modernization of cost management practices through advanced analytics, digital capabilities, and predictive decision support, enabling greater operational effectiveness and financial discipline. Key Responsibilities Lead business and financial planning processes, including forecasting, budgeting, performance reviews, and corrective action planning. Drive cost optimization initiatives and operational efficiency programs across the organization. Establish alignment among cross-functional stakeholders to ensure achievement of business, operational, and financial objectives. Develop and execute strategies that improve operational performance and reduce inefficiencies. Implement process improvements that enhance quality, productivity, and cost effectiveness. Modernize cost management practices through digital tools, advanced analytics, forecasting, and predictive insights. Utilize scenario planning, root-cause analysis, and risk assessment to address complex operational and supply chain challenges. Develop mitigation strategies and lead transformational initiatives that improve efficiency, cost performance, and business predictability. Exercise decision-making authority on key operational and administrative matters within the organization. Ensure effective execution of organizational and business objectives. L

FinanceSupply ChainProcurement
FC
📍 Chicago, IL, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
FC
📍 New York, NY, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
FC
📍 Chicago, IL, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
FC
📍 New York, NY, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
FC
📍 Austin, TX, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

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

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
FC
📍 Houston, TX, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
FC
📍 Houston, TX, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

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

Fanatics Commerce is the global leader in licensed sports merchandise, operating a vertically integrated platform that designs, manufactures, and delivers officially licensed apparel, jerseys, headwear, and collectibles for major leagues, teams, and events worldwide. With more than 900 e-commerce sites and a global omnichannel presence across digital, in-venue, and retail, Fanatics Commerce reaches fans in over 180 countries and powers official fan experiences for many of the world's most iconic sports properties. At Fanatics, we bring our BOLD Leadership Principles to life every day - building championship teams, obsessing over fans, acting with entrepreneurial speed, and delivering with a determined and relentless mindset. ROLE OVERVIEW The Retail Associate delivers business and fan impact through BOLD leadership and execution excellence, leveraging data, automation, and AI-enabled insights. Home game shifts are considered a core responsibility of the position and may include pre-game, in-game, and post-game operational support. HOW WILL YOU DRIVE IMPACT Success is measured by the ability to deliver results through BOLD capabilities and measurable outcomes. Fan & Customer Impact (Obsessed with Fans) Greet fans and ask questions to help make their shopping experience an enjoyable one Make recommendations based on observations and conversations with fans Help execute a brand connection by ensuring fans enjoy a top-notch shopping experience Maintain sales floor and/or stockroom standards with an eye to detail Ownership & Execution (Determined & Relentless Mindset) Process sales transactions via the Fanatics Point of Sale System (POS) Maintain the highest standards of professionalism and customer service to ensure the Fanatics Brand and Team/League are always positively represented Perform additional responsibilities as directed by the management team Innovation & Problem Solving (Entrepreneurial Spirit) Identify opportunities to improve processes, pro

GitAIGoExcel
O
📍 San Francisco, California, United States· Full-time· Remote
✓ Quality checkedCompany trend -86.4%

About the Role OpenAI is building a scalable global mobility tax program that enables employees and the business to move quickly while managing tax compliance, risk, and employee experience. As Global Mobility Tax Manager, you will own the strategy and operating model for mobility tax across international and domestic business travel, assignment planning, cross-border moves, and other priority mobility scenarios. This is a high-impact role for a builder who can translate complex tax requirements into clear policies, durable controls, and practical employee and business guidance. You will lead through expertise and influence across Payroll, Corporate Tax, Finance, Legal, People, business teams, and external advisors. In this role, you will: Set the global mobility tax framework, principles, governance, and service model in partnership with Corporate Tax teams. Build clear policies and decision frameworks for international and domestic business travel, assignment planning, cross-border transfers, and other mobility scenarios. Design the end-to-end operating model, including ownership, handoffs, controls, escalations, employee communications, and vendor responsibilities. Partner with Payroll, Corporate Tax, Finance, Legal, People, and business leaders to identify tax implications early and support sound workforce decisions. Establish reporting, dashboards, program health metrics, and issue-management routines that surface risk and drive timely remediation. Automate high-volume workflows and use AI-enabled tools to improve case handling, documentation, data quality, and employee support. Manage external tax advisors and vendor partners, service quality, and delivery against agreed standards, timelines, and outcomes. Monitor regulatory and business changes, assess program impact, and continuously strengthen policies and controls. You might thrive in this role if you: Bring 8+ years of experience in global mobility tax, expatriate tax, business-traveler compliance, or a c

Artificial IntelligenceAIFinancePayroll
F
📍 Bellevue, Washington, United States
✓ Quality checkedCompany trend -87.7%

About Flexport: At Flexport, we believe global trade can move the human race forward. That’s why it’s our mission to make global commerce so easy there will be more of it. We’re shaping the future of a $10T industry with solutions powered by innovative technology and exceptional people. Today, companies of all sizes—from emerging brands to Fortune 500s—use Flexport technology to move more than $19B of merchandise across 112 countries a year. The recent global supply chain crisis has put Flexport center stage as we continue to play a pivotal role in how goods move around the world. We are proud to have the support of the best investors in the game who believe in our mission, solutions and people. Ready to tackle global challenges that impact business, society, and the environment? Come join us. The opportunity: We're looking for a Staff Product Manager to own and drive strategy across a product domain at Flexport. This is not a single-feature role. You will define the vision for how multiple product surfaces work together to serve clients and operators across global logistics, then execute against that vision with a high degree of autonomy. Flexport's platform powers every stage of global freight, from booking and pricing to visibility, customs, and delivery. The products you shape will be used daily by logistics managers, supply chain leaders, freight operators, and internal teams who keep goods moving around the world. You will work across multiple engineering teams and coordinate with other PMs to ensure your domain delivers cohesive, measurable outcomes. You will also raise the bar for the PM team through mentorship, better frameworks, and sharper thinking on the hardest product problems we face. This is a role for someone with deep product experience, strong analytical instincts, and the ability to operate at both the strategic and execution level in a complex, data-rich environment. The team: The Commerce team owns the end-to-end quality

SQLAISupply ChainLogistics
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