Jobs in United States

Customer Success Director in United States

7,821 active opportunities · Updated October 2026

Explore current customer success director jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

D
📍 Denver, Colorado, United States· Full-time
✓ High-confidence listingCompany trend -85.2%

From $124K/yr

Quick readStrong listing-quality and freshness signals

Datadog’s Implementation Services team helps customers implement and deploy Datadog quickly. Our team of architects leads the discovery, design, build, and launch of the Datadog platform to help customers accelerate time to value and get the most out of their investment. As a member of our team, you will be responsible for developing the technical roadmap for a customer’s implementation, and leading them through it every step of the way. At Datadog, we place value in our office culture - the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them. What You’ll Do: Design and guide execution of Datadog implementations, including gathering requirements, building technical architecture, and supporting deployment and launch Guide customer onboarding through co-development working sessions and assist when they run into roadblocks Write automation and design architecture for deployment templates Manage the operation of implementation projects Collaborate with other teams, including Customer Success, Technical Account Management, and Sales to deliver an exceptional onboarding experience Who You Are: Experience designing and delivering technical solutions for DevOps Monitoring or architecture systems Hands-on experience with cloud platforms (AWS, Azure, GCP) and compute technologies (EC2, serverless, VMware, VMs, Docker, Kubernetes). Experience with Config Management, IAC and CI/CD tools, including Ansible, Puppet, Terraform, Chef, Jenkins, Circle CI, GitHub Actions, Azure Pipelines, etc… Experience programming/scripting with any of the following: Java, Python, Ruby, Go, Node.JS, PHP, and .NET etc Background in security operations, including SOC management, SIEM tooling (e.g. Splunk Professional Services), and designing or supporting zero-trust networking architectures Successful track record with 5+ years exper

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D
📍 Chicago, Illinois, United States· Full-time
✓ High-confidence listingCompany trend -85.2%

From $154K/yr

Quick readStrong listing-quality and freshness signals

We are Datadog’s in-house technical leaders. The Technical Account Management team drives Datadog’s continued global growth by ensuring our customers realize long-term value from our platform through successful adoption, expansion, and partnership. As a Manager 1 in Technical Account Management, you will lead and develop high-performing technical teams while influencing strategy, execution, and outcomes across customers, internal partners, and the broader organization. Manager 1 leaders at Datadog are people-first managers, trusted collaborators, and operational owners. You will coach and mentor individual contributors, drive execution against team and organizational goals, and serve as a strong voice for customer needs and technical excellence. At Datadog, we place value in our office culture; the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them. What You’ll Do: Lead and coach a team of up to 6 Technical Account Managers, providing regular 1:1s, team meetings, and bi-annual performance feedback Own and track team KPIs , including scheduling, utilization, productivity, and delivery outcomes Partner closely with Sales, Customer Success, Presales, Product Management, Support, and Marketing to align post-sales strategy and execution Lead and participate in customer-facing engagements when appropriate, including escalations, strategic reviews, and key account discussions Drive account strategy discussions focused on product adoption, expansion, and services delivery Actively participate in recruiting , hiring, and onboarding efforts across your team and the broader organization Gather and synthesize customer feedback to influence product direction, process improvements, and internal initiatives Lead multiple OKR initiatives annually , coordinating and delegating efforts across your team Demonstrate thought leadership by identifyi

O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -82%

About the Team The B2B Marketing team contributes to OpenAI's broader mission of ensuring responsible and widespread adoption of artificial intelligence. We are responsible for developing and executing strategies that drive awareness, engagement, and usage for OpenAI's products and platform. We take a data-driven approach to understand our customers' needs and challenges, ensuring that their voices are reflected in product development and messaging. We then partner closely with Product, Engineering, Growth, Sales, Research, Comms, and Design teams to create a cohesive customer experience across all our channels. About the Role We're looking for an enterprise Product Marketing Manager to own the administrator and governance experience across ChatGPT Work and Codex. IT administrators, security teams, and deployment owners are often the difference between an AI product being available and an organization actually putting it to work. This role will define how OpenAI earns the trust of the people responsible for approving, deploying, managing, and expanding AI inside their organizations. You will translate a fast-moving set of enterprise capabilities into a clear, practical story covering setup, access, controls, governance, security, usage, and value. You will own the administrator audience as a dedicated product marketing discipline, partnering closely with Product, Security, Sales, Customer Success, Growth, Customer Education, and other Marketing teams. Your job is not simply to announce new features. It is to help administrators understand what has changed, what they can control, how to deploy responsibly, and why expanding access is the right decision for their organization. In this role, you will: Own the IT administrator and governance audience: Build a deep understanding of the needs, decisions, objections, and workflows of workspace administrators, IT leaders, security teams, and enterprise deployment owners. Define the enterprise administration and governance s

AWSRestAIGo
N
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -87.4%

$285K – $330K/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 Imagine yourself in the 1970s or 80s thinking through how computing should look and feel for people who had never seen one before. That's what we're trying to do at Notion — make software that feels timeless, with the craftsmanship of German cameras, playfulness of Japanese toys, and mass appeal of Coca-Cola. We have no end of fascinating challenges that can only be solved by someone with innate product & UX sense, technical aptitude, great taste, and impeccable craft. This role can be based in either San Francisco or New York City. 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: Design product concepts that balance vision, craft, speed, and business potential. Craft every detail of new product features, from idea to UX to pixel-perfect execution. Run projects end to end with engineers to drive your vision to the ship line. Partner closely with our Customer Experience, Sales, and Customer Success teams to understand

B
📍 San Francisco, California, United States
✓ High-confidence listing

$119.3K – $149.2K/yr

Quick readStrong listing-quality and freshness signals

Why join us Brex is the intelligent finance platform that enables companies to spend smarter and move faster in more than 200 markets. By combining global corporate cards and banking with intuitive spend management, bill pay, and travel software, Brex enables founders and finance teams to accelerate operations, gain real-time visibility, and control spend effortlessly. Brex’s AI-native automation and world-class service eliminate manual expense and accounting tasks for customers so they can focus on what matters most. Tens of thousands of the world's best companies run on Brex, including DoorDash, Coinbase, Robinhood, Zoom, Plaid, Reddit, and SeatGeek. Working at Brex allows you to push your limits, challenge the status quo, and collaborate with some of the brightest minds in the industry. We’re committed to building a diverse team and inclusive culture and believe your potential should only be limited by how big you can dream. We make this a reality by empowering you with the tools, resources, and support you need to grow your career. Operations Operations is the backbone of Brex’s mission to power businesses through our Intelligent Finance Platform. We own credit, fraud, money movement, and payments, protecting our customers and our company. From product operations that ensure flawless launches to scalable systems that drive innovation and precision, we operate at the intersection of product, design, engineering, and customer success. If you want to work at the heart of the business, Operations is where you belong. What You’ll Do Account Servicing owns what happens to a Brex account after it's live: money applied against statement balances, billing terms changed, auto-pay kept working, points debited and granted, credit performance reported to the bureaus, and accounts closed cleanly. We're hiring a manager to run that portfolio. You'll inherit a team with deep subject-matter expertise in specific queues, a set of in-flight migrations from other teams, and a

SQLAISalesforceAccounting
B
📍 Seattle, Washington, United States
✓ High-confidence listing

$119.3K – $149.2K/yr

Quick readStrong listing-quality and freshness signals

Why join us Brex is the intelligent finance platform that enables companies to spend smarter and move faster in more than 200 markets. By combining global corporate cards and banking with intuitive spend management, bill pay, and travel software, Brex enables founders and finance teams to accelerate operations, gain real-time visibility, and control spend effortlessly. Brex’s AI-native automation and world-class service eliminate manual expense and accounting tasks for customers so they can focus on what matters most. Tens of thousands of the world's best companies run on Brex, including DoorDash, Coinbase, Robinhood, Zoom, Plaid, Reddit, and SeatGeek. Working at Brex allows you to push your limits, challenge the status quo, and collaborate with some of the brightest minds in the industry. We’re committed to building a diverse team and inclusive culture and believe your potential should only be limited by how big you can dream. We make this a reality by empowering you with the tools, resources, and support you need to grow your career. Operations Operations is the backbone of Brex’s mission to power businesses through our Intelligent Finance Platform. We own credit, fraud, money movement, and payments, protecting our customers and our company. From product operations that ensure flawless launches to scalable systems that drive innovation and precision, we operate at the intersection of product, design, engineering, and customer success. If you want to work at the heart of the business, Operations is where you belong. What You’ll Do Account Servicing owns what happens to a Brex account after it's live: money applied against statement balances, billing terms changed, auto-pay kept working, points debited and granted, credit performance reported to the bureaus, and accounts closed cleanly. We're hiring a manager to run that portfolio. You'll inherit a team with deep subject-matter expertise in specific queues, a set of in-flight migrations from other teams, and a

SQLAISalesforceAccounting
B
📍 Salt Lake City, Utah, United States
✓ High-confidence listing

$105.6K – $132K/yr

Quick readStrong listing-quality and freshness signals

Why join us Brex is the intelligent finance platform that enables companies to spend smarter and move faster in more than 200 markets. By combining global corporate cards and banking with intuitive spend management, bill pay, and travel software, Brex enables founders and finance teams to accelerate operations, gain real-time visibility, and control spend effortlessly. Brex’s AI-native automation and world-class service eliminate manual expense and accounting tasks for customers so they can focus on what matters most. Tens of thousands of the world's best companies run on Brex, including DoorDash, Coinbase, Robinhood, Zoom, Plaid, Reddit, and SeatGeek. Working at Brex allows you to push your limits, challenge the status quo, and collaborate with some of the brightest minds in the industry. We’re committed to building a diverse team and inclusive culture and believe your potential should only be limited by how big you can dream. We make this a reality by empowering you with the tools, resources, and support you need to grow your career. Operations Operations is the backbone of Brex’s mission to power businesses through our Intelligent Finance Platform. We own credit, fraud, money movement, and payments, protecting our customers and our company. From product operations that ensure flawless launches to scalable systems that drive innovation and precision, we operate at the intersection of product, design, engineering, and customer success. If you want to work at the heart of the business, Operations is where you belong. What You’ll Do Account Servicing owns what happens to a Brex account after it's live: money applied against statement balances, billing terms changed, auto-pay kept working, points debited and granted, credit performance reported to the bureaus, and accounts closed cleanly. We're hiring a manager to run that portfolio. You'll inherit a team with deep subject-matter expertise in specific queues, a set of in-flight migrations from other teams, and a

SQLAISalesforceAccounting
B
📍 New York, New York, United States
✓ High-confidence listing

$119.3K – $149.2K/yr

Quick readStrong listing-quality and freshness signals

Why join us Brex is the intelligent finance platform that enables companies to spend smarter and move faster in more than 200 markets. By combining global corporate cards and banking with intuitive spend management, bill pay, and travel software, Brex enables founders and finance teams to accelerate operations, gain real-time visibility, and control spend effortlessly. Brex’s AI-native automation and world-class service eliminate manual expense and accounting tasks for customers so they can focus on what matters most. Tens of thousands of the world's best companies run on Brex, including DoorDash, Coinbase, Robinhood, Zoom, Plaid, Reddit, and SeatGeek. Working at Brex allows you to push your limits, challenge the status quo, and collaborate with some of the brightest minds in the industry. We’re committed to building a diverse team and inclusive culture and believe your potential should only be limited by how big you can dream. We make this a reality by empowering you with the tools, resources, and support you need to grow your career. Operations Operations is the backbone of Brex’s mission to power businesses through our Intelligent Finance Platform. We own credit, fraud, money movement, and payments, protecting our customers and our company. From product operations that ensure flawless launches to scalable systems that drive innovation and precision, we operate at the intersection of product, design, engineering, and customer success. If you want to work at the heart of the business, Operations is where you belong. What You’ll Do Account Servicing owns what happens to a Brex account after it's live: money applied against statement balances, billing terms changed, auto-pay kept working, points debited and granted, credit performance reported to the bureaus, and accounts closed cleanly. We're hiring a manager to run that portfolio. You'll inherit a team with deep subject-matter expertise in specific queues, a set of in-flight migrations from other teams, and a

SQLAISalesforceAccounting
S
📍 New York City, New York, United States· Full-time· Remote
✓ High-confidence listingCompany trend -81%
Quick readStrong listing-quality and freshness signals

Synthesia is the world’s leading AI video platform for business, used by over 90% of the Fortune 100. Founded in 2017, the company is headquartered in London, with offices and teams across Europe and the US. As AI continues to shape the way we live and work, Synthesia develops products to enhance visual communication and enterprise skill development, helping people work better and stay at the center of successful organizations. Following our recent Series E funding round, where we raised $200 million, our valuation stands at $4 billion. Our total funding exceeds $530 million from premier investors including Accel, NVentures (Nvidia's VC arm), Kleiner Perkins, GV, and Evantic Capital, alongside the founders and operators of Stripe, Datadog, Miro, and Webflow. About the Role Synthesia is looking for a Senior Sales Operations Analyst to help our sales organization run efficiently, scale smoothly, and make faster, better-informed decisions. You'll own the systems, data, and processes that power our go-to-market motion partnering closely with Sales, Finance, and RevOps to keep the engine running and to surface the insights leadership needs to forecast and plan. This is a hands-on role for someone who's equally comfortable deep in Salesforce configuration as they are building a forecast model or presenting a pipeline analysis to sales leadership. What You'll Do Drive reporting & analytics — Build and maintain dashboards for pipeline, forecast, quota attainment, and funnel conversion; deliver regular reporting to sales leadership Support forecasting — Prepare and validate the data behind weekly/monthly/quarterly forecast calls Design sales processes — Improve territory planning, lead routing, deal desk operations, and quote-to-cash workflows Support compensation & quota planning — Model commission plans, calculate payouts, and assist with quota-setting analysis alongside Finance Partner cross-functionally — Work with Marketing, Customer Success/RevOps, and Finance

SQLAISalesforceExcel
MT
📍 Boise, ID - Main Site, United States
✓ High-confidence listingCompany trend +1266.7%
Quick readStrong listing-quality and freshness signals

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Micron’s DRAM Product Architecture Group partners across fabs, test, module, and system teams worldwide to deliver high-performance memory products. We work across geographies and functions to solve complex technical challenges, drive product innovation, and enable industry-leading DRAM solutions. Our team values collaboration, continuous learning, and making a measurable impact through engineering excellence. As a New College Graduate DRAM Yield & Quality Engineer, you will play a key role in monitoring and improving the health of Micron’s server DRAM products. Working with experienced engineers and cross-functional teams around the globe, you will analyze product and manufacturing data, investigate technical issues, and contribute to strategies that improve yield, quality, and performance throughout the product lifecycle. This is a highly visible role with direct impact on customer success and product reliability. Responsibilities Analyze silicon parametric, test, and manufacturing data to identify trends, resolve product issues, and support root cause investigations. Contribute to yield and quality improvement initiatives across new product introduction (NPI), qualification, ramp, and high-volume manufacturing. Collaborate with fab, test, module, quality, and operations teams to drive execution of product health objectives. Develop and maintain automation solutions to improve engineering efficiency, data analysis, and reporting. Apply AI, Agentic AI, and Generative AI tools to en

AIRecruitment
AC
📍 Denver, Colorado, United States
✓ High-confidence listing

$125K – $225K/yr

Quick readStrong listing-quality and freshness signals

Here at Appian, our values of Intensity and Excellence define who we are. We set high standards and live up to them, ensuring that everything we do is done with care and quality. We approach every challenge with ambition and commitment, holding ourselves and each other accountable to achieve the best results. When you join Appian, you’ll be part of a passionate team dedicated to accomplishing hard things, together. The best salespeople achieve the most when they are selling outstanding products, solutions, and services backed by an extraordinary company. That’s what you get when you sell for Appian. Location: Remote | Work Model: Remote field role About the Team The Appian Commercial & Insurance Sales team is a high-performing group dedicated to helping Fortune 500 companies and leading financial institutions revolutionize their business operations. Our mission is to expand Appian’s footprint across the United States by demonstrating how our platform delivers AI-Powered Process Automation to solve the industry's most complex operational challenges. We operate as a collaborative ecosystem, working side-by-side with internal engineering, customer success, and partner networks to dominate the automation market. The Opportunity Are you inspired by the chance to solve your customers’ biggest challenges? At Appian, you can make that kind of difference. As an Enterprise Account Executive, you will take full ownership of a strategic, high-growth geographic territory. This is an elite opportunity to sell market-leading Enterprise-Grade Orchestration software to decision-makers who are actively looking to modernize legacy infrastructure. You won’t just manage relationships; you will act as a visionary advisor, leveraging use cases from industry pioneers to land net-new logos and accelerate your career trajectory. What You’ll Do Command Complex Sales Cycles: Lead complex, end-to-end enterprise sales cycles across the Commercial and Financial Services sectors, navigat

AISalesforce
EC
📍 Chicago, Illinois, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Energy CX: Energy CX is redefining the energy brokerage industry as the fastest-growing player in the US. By bringing cutting-edge technology, advanced analytics, and innovative solutions, we are disrupting a space that has operated in the dark for too long. Why Energy CX? Recession proof industry Uncapped commission with competitive salary Entrepreneurial and ambitious culture with a great team oriented environment Fastest growing energy broker in the country One of the fastest growing companies in Chicago Recognized by Fortune and Great Places to work US Named on Inc 5000’s list of America’s fastest growing companies Compensation Year 1 Expected Earnings → $130,000 - $170,000 Title: Revenue Operations Manager About this Job Energy CX is hiring a Revenue Operations Manager to build and own the revenue operating system that powers how the company makes decisions, turning fragmented data into a trusted, self-sustaining system for pipeline, forecasting, and capacity planning. This person will own HubSpot and the broader revenue tech stack, build the metrics and forecasting infrastructure the business runs on, and connect marketing, sales, customer success, and finance around a single source of truth, ensuring the right answers surface before anyone has to ask. Objectives of this Role Own and evolve ECX's revenue operating system, including pipeline intelligence, forecasting, and capacity planning, as the foundation for how the company makes revenue decisions. Own HubSpot and the broader revenue tech stack as the system of record, enforcing data quality standards across the full lead-to-cash lifecycle Diagnose and anticipate structural gaps in data, process, and cross-team handoffs Build a metrics layer that runs on its own: pipeline, forecast, and revenue reporting that requires no manual reconciliation Support GTM enablement infrastructure: comp plans, quota tracking, territory design, and capacity/headcount planning Daily and Month

SQLAIGoRust
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

From $65K/yr

Quick readStrong listing-quality and freshness signals

As we continue to revolutionize the commercial real estate industry, we're hiring an Associate Implementation Manager to join our team. This is an entry-level role built for someone ready to take things on and grow fast. You'll be embedded in a fast-moving implementation org, supporting clients and internal teams through onboarding, approval, and early adoption. You'll work cross-functionally to ensure a seamless experience from pre-sale through ongoing support, and you'll do it with an AI-first mindset , leaning on modern tools to work smarter, not harder. ** Please note that this opportunity is located in New York, NY, and requires this hire to work from our office four days a week. ** What you'll do : Drive Efficiency with AI - Approach every task with an AI-first mindset. Look for opportunities to leverage AI & Automation Tools to automate data collection, streamline workflows, and reduce manual lift. Project Execution Partnership - Partner on projects to plan, schedule, and manage project timelines from kickoff through portfolio go-live. Facilitate recurring project management meetings, build bespoke implementation plans tailored to client goals, and ensure each project lands on time, within scope, and against the right outcomes. Handle Varied Scope - Move between data onboarding, client-specific implementation plans, and internal projects without losing momentum. You'll juggle multiple priorities and know when to ask for help versus push through. Cross-Functional Collaboration - Work closely with Sales, Solutions, Customer Success, and Support to ensure a consistent client experience from pre-sale through ongoing support. Develop Toward Client Mastery - Actively participate in internal team strategy and project management meetings to hone “VTS Best Practices” toward managing client expectations and milestones, with a clear path to owning your own accounts. What makes you a great fit? AI Forward - You've used LLM & or automation tools like n8n, Cu

AIGoExcelProject Management
V
📍 New York, New York, United States· Full-time
✓ High-confidence listing

From $90K/yr

Quick readStrong listing-quality and freshness signals

VTS is the category leader in commercial real estate technology with more than 13 billion square feet managed on our platform globally. Every account in your book represents an opportunity to expand how some of the largest owners and operators in the industry leverage technology to modernize their portfolios. As an Account Manager, you will work directly with leadership while helping drive the next phase of growth at VTS. You will own expansion revenue across a portfolio of 60 to 80 SMB and lower mid market commercial real estate accounts. Your job is simple: generate and close net new revenue within your book. That means identifying whitespace, creating urgency, and running multiple deal cycles simultaneously, not waiting for opportunities to come to you. This is not a support role. Renewals and adoption are handled separately. You own the commercial motion including upsells, cross sells, and new product expansion, with a direct quota and meaningful upside for top performers. Here’s what you can expect as an Account Manager: Proactively identify expansion opportunities across your book using product usage data, account signals, and direct customer conversations. Run 30 to 60 day deal cycles across multiple accounts simultaneously. Build relationships with decision makers and navigate 1 to 3 stakeholder buying groups to close opportunities. Maintain a disciplined pipeline with accurate forecasting and clear next steps on every active deal. Partner closely with Customer Success and Sales while maintaining ownership of the commercial opportunity. Create urgency and momentum across active deals instead of reacting to inbound demand. What makes you a great fit? 2-4 years in a quota carrying B2B SaaS role across account management, SMB sales, or expansion focused customer roles. Demonstrated success sourcing and closing expansion revenue independently. Experience managing a high volume book of business with strong organizat

ReactAIGoExcel
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$80K – $110K/yr

Quick readStrong listing-quality and freshness signals

Lithic is the modern card issuing and processing platform empowering ambitious financial companies to build the future of payments. Our infrastructure powers card programs for 100+ innovative clients, from fintechs reimagining credit and digital banking to platforms transforming disbursements and spend management. Companies like Mercury, Flex, and Novo rely on Lithic's developer-friendly APIs, direct network connections, and flawless reconciliation to launch and scale card programs in weeks, not years. We're building a future where access to better financial products materially improves people's lives, free from the constraints of 30-year-old mainframes and legacy processors. We're proud to be backed by world-class investors who share that vision, including Bessemer Venture Partners, Index Ventures, Spark Capital, Stripes, and Mastercard, along with many others. We're a team of 170+ across 26 states and 7 countries, headquartered in New York City. Lithic's Treasury Operations team owns the movement of money across our card issuing infrastructure — network settlement, sponsor bank transfers, and the reconciliation that keeps it all provable. This is a hands-on, high-ownership role for someone who wants to learn the inner workings of payments and fintech infrastructure, not just observe them from a reporting layer. You'll be running a critical, time-sensitive engine every day — and at the same time, working alongside the Head of Treasury Operations to improve how that engine works as the function scales. You’ll also work cross-functionally across a wide range of teams (Finance, Treasury Engineering, Risk, Analytics, Processing, Customer Success, Bank Operations) — this role sits at the center of a lot of different workflows, not off in a silo. What You'll Do Execution (50%) Own day-to-day execution of network settlement transfers (Mastercard, Visa) and related treasury transfers across sponsor banks Operate in a time-sensitive environment where errors or d

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