50 Best Paying Companies in Nationwide

DataPelago is redefining how enterprises process data for AI and analytics at scale. As organizations race to operationalize artificial intelligence, they are discovering that the greatest barrier to progress isn’t a lack of models or talent – it’s the infrastructure beneath them. Data pipelines remain fragmented across specialized systems for

Hundreds of thousands of video creators, podcasters, musicians, writers, game developers, and more are achieving creative and financial freedom by creating a deeper connection with their communities and doing what they love on Patreon, powered directly by fans who love what they do.

Our endgame? A new creative economy that puts the power back in

Airwallex is the only unified payments and financial platform for global businesses. Powered by our unique combination of proprietary infrastructure and software, we empower over 200,000 businesses worldwide – including Brex, Rippling, Navan, Qantas, SHEIN and many more – with fully integrated solutions to manage everything from business accounts

Devo is the only cloud-native logging and security analytics platform that releases the full potential of data to empower bold, confident action. With an unrivaled scale to collect all of your data without compromise, speed to give you immediate access and answers, and clarity to focus on the signals that matter most, Devo is your ally in

Relativity Space is on a mission to better connect humanity to space and the universe beyond our planet. Our medium-to-heavy lift reusable rocket, Terran R, will deliver customer payloads to orbit, meeting the growing demand for launch capacity. But that’s just the start. Achieving commercial success with Terran R will unlock new opportunities to

Snowflake powers the end-to-end data lifecycle – from ingesting and processing data to analyzing and modeling it, to building and sharing data and AI applications – helping engineers, analysts, and leaders innovate faster and achieve more with their data.

We're on a mission to empower every enterprise to achieve its full potential through data and

Hudson River Trading brings a scientific approach to trading financial products. We have built one of the world's most sophisticated computing environments for research and development. Our researchers are at the forefront of innovation in the world of algorithmic trading.

At Endor Labs, we’re building the modern Application Security platform for the AI-driven era of software development. Our mission is simple but bold: help every organization ship secure software fast with clarity on what matters, and the power to fix it quickly.

Today’s AppSec teams are buried in noisy alerts and fragmented tools, while developers

Thumbtack is the one app you need to take care of and improve your home — from personalized guidance to AI tools and a best-in-class hiring experience. Every day in every county of the U.S., people turn to Thumbtack to complete urgent repairs, seasonal maintenance, and bigger improvements. We help homeowners know projects to do, when to do them

As the global AI and cybersecurity leader, Palo Alto Networks (NASDAQ: PANW) is dedicated to protecting our digital way of life via continuous innovation. Trusted by more than 70,000 organizations worldwide, we provide comprehensive AI-powered security solutions across network, cloud, security operations and AI, enhanced by the expertise and threat

Your data shouldn’t be a problem to manage. It should be your superpower. The Confluent data streaming platform transforms organizations with trustworthy, real-time data that seamlessly spans your entire environment and powers innovation across every use case. Create smarter, deploy faster, and maximize efficiency with a true data streaming

Cadence is transforming how healthcare is delivered through technology that empowers clinicians and improves patient outcomes. We’re building an AI-powered, remote care platform that helps health systems deliver proactive, continuous care to patients at home, especially those managing chronic conditions like heart failure, diabetes, and

Superblocks is reimagining software development for a billion builders. Our mission is to help every team build, deploy, and manage AI-powered software with full control and flexibility. From startups to Fortune 500s, companies are rethinking how they build powerful software with Superblocks.

Roblox is an immersive gaming and creation platform that offers people millions of ways to be together, inviting its community to explore, create and share endless unique experiences. Our vision is to reimagine the way people come together — in a world that's safe, civil, and optimistic. To achieve this vision, we are building an innovative company

Industry leaders like Etsy, Robinhood, and Stripe trust Assembled to provide customer-facing AI agents and workforce planning at scale. We automatically resolve millions of interactions through chat, email, and phone while optimizing staffing for hundreds of thousands of support professionals. Our mission is to elevate customer support through AI

The product of years of collaboration with the world’s largest financial institutions, HERE Enterprise Browser is the first and only browser that solves both enterprise security and workforce productivity. Built on Google Chromium, HERE streamlines workflow and improves employee experience.

MoneyLion is a leader in financial technology powering the next generation of personalized products and content, with a top consumer finance super app, a premier embedded finance platform for enterprise businesses and a world-class media arm. MoneyLion’s mission is to give everyone the power to make their best financial decisions. We pride

As the AI platform for business transformation, we're putting AI to work across organizations — freeing people for work that matters. Making old tech work with new tech. Reaching across departments, from the front office to the back office and every office in between. Our ambition? To become the AI defining enterprise software company of the 21st

Frustrations with filing crypto taxes
It all started with trying to be compliant when reporting taxes on crypto gains, a nearly impossible task. Our founders envisioned a future where modern API-powered technology automates data ingestion, calculation, and required information and financial reporting.

Enable digital assets for the global economy

Anchorage Digital was founded in 2017 to advance institutional participation in digital assets. With an emphasis on security and usability, we provide the technology, infrastructure, and tools that make it easy for institutions across the world to participate in crypto.

Our team brings together the brightest minds from security, finance, and

PagerDuty, Inc. (NYSE:PD) is a global leader in digital operations management, enabling customers to achieve operational efficiency at scale with the PagerDuty Operations Cloud. The PagerDuty Operations Cloud combines AIOps, Automation, Customer Service Operations and Incident Management with a powerful generative AI assistant to create a flexible

Noetica is a market-leading intelligence platform that helps deal professionals such as attorneys and investment professionals benchmark, negotiate, and understand risk instantly and at scale. We're on track to benchmark $1T in deals in 2025

Squint is the Manufacturing Intelligence Platform that the world's leading manufacturers use to capture expert knowledge, unlock operator performance, and analyze production insights. Operators love Squint because it uniquely combines spatial computing, LLMs, and human expertise into a magical experience.

Our story starts with manufacturing, a $7T

Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic app, bringing a better way to send, spend, invest, borrow and save to our millions of monthly active users. With a mission to redefine the world's relationship with money by making it more relatable, instantly

We work towards a world without language barriers ? Lokalise is the category leader for localization. We own the category, and we redefined it as well. We effectively changed the way teams decide and execute localization. Lokalise is the number one choice for any organization going global, and we are also a localization thought leader, pushing for

Binti builds modern software to help every child have a safe, loving, and stable family.

550+ child welfare agencies across 36 states use Binti's tools to care for over 47% of children in child welfare in the US. Our software supports end-to-end workflows in child welfare, from helping agencies efficiently recruit, license, and match foster

Numeric is an AI accounting automation platform, built to take manual work off accountants' plates so they can focus on what’s impactful.

Numeric is currently used by hundreds of private and public companies to organize their close, automate reconciliations, and leverage AI for auto-drafted flux explanations and technical accounting research.

Coursera was launched in 2012 by Andrew Ng and Daphne Koller with a mission to provide universal access to world-class learning. It is now one of the largest online learning platforms in the world, with 183 million registered learners as of June 30, 2025. Coursera partners with over 350 leading university and industry partners to offer a broad

Button is the mobile commerce technology company that is powering a commerce-driven internet. Today, we work with some of the largest and most interesting businesses in the world to connect consumers with what they want at the tap of a button. We build with the consumer experience in mind, have a reputation for paving the future of mobile, and have

At Asana, we're building a better way to work, fueled by transparency, inclusion, and technology that is a force for positive change. Asana is a work management platform that helps teams orchestrate their work, from daily tasks to strategic initiatives, so they can move faster and accomplish more with less.

Lucid is the new generation of EV. Our relentless focus on innovation, luxury, and sustainability drives us into a reality where you no longer have to choose between doing great things, doing the right thing, and doing everything with the highest regard for efficiency and design. There were luxury cars, then EVs, now there’s Lucid.

Marvell specializes in semiconductor solutions that power a wide range of industries, from data centers and 5G networks to AI, automotive, and storage applications. Our cutting-edge products are designed to meet the constantly evolving demands of a connected world, enabling faster, more efficient and more secure data processing and communication

Canva is a free, online tool where you can create social media posts, presentations, posters, videos, logos and more. Our community of 220 million+ monthly active users is already creating 400+ designs every second, but we’re just 1% of the way to our goal.

It’s hard to explain what makes life at Canva so special, but we've identified two key

Retool is a development platform for building business software. Users can visually design apps that interface with any database or API, and switch to code to customize how their apps look and work. With Retool, developers ship more apps and move their business forward—all in less time.

Thousands of teams at companies like Amazon, DoorDash

At Weave, we are building the backbone for modern drug development. Drug development teams deserve tools that match the pace and complexity of their science, and our AI-native platform is designed to support them at every step. We focus on regulatory workflows, helping biotech and pharma organizations bring clarity and speed to documentation so

With elite insurance expertise empowered by breakthrough technology, Newfront is the modern insurance brokerage for the 21st century. With hundreds of veteran brokers and dedicated service professionals, we combine domain expertise with data-driven market intelligence to support our clients.

Airbyte specializes in open-source data integration, designed to centralize data from diverse sources into storage solutions like data warehouses and lakes. Supporting over 400 connectors and a self-serve, extensible framework, Airbyte enables organizations to move both structured and unstructured data seamlessly for uses like AI, analytics, and

TIDAL is a global music streaming platform bringing fans closer to artists through unique experiences and the highest sound quality. Artists and musicians are inherently entrepreneurial. They face a lot of the same challenges Square constantly works to solve for small business owners. The intersection between artists and the economy is getting

Discord is a voice, video and text app that helps friends and communities come together to hang out and explore their interests — from artists and activists, to study groups, sneakerheads, plant parents, and more. With 150 million monthly users across 19 million active communities, called servers, Discord has grown to become one of the most popular

Our technology makes it easy for companies—from fast-growing startups to global fintechs—to integrate stablecoins into their products, platforms, and payment flows. Whether they’re launching a credit card program, enabling cross-border payments, or embedding wallets, Rain builds the tools to do it fast, flexibly, and compliantly.

We’re built for

Striveworks helps organizations get the most out of their investment in artificial intelligence. Our proprietary technology allows organizations to rapidly build, launch, and maintain AI models—in hours, not months. Users can deploy them in one click and keep them working even when the world changes around them. Striveworks delivers trustworthy AI

Ava Labs makes it simple to deploy high-performance solutions for Web3, led by innovations on Avalanche. The company was founded by Cornell computer scientists, who partnered with Wall Street veterans and early Web3 leaders to execute a promising vision for redefining the way people build and use open, permissionless networks. Our mission is to

Alchemy powers the top blockchain companies globally and has been featured in TechCrunch, Forbes, Bloomberg, and elsewhere.

Our mission is to bring web3 to a billion people, by providing builders with the tools they need to build exceptional onchain products. Alchemy is the only complete developer platform that offers the powerful APIs, SDKs, and

SHEIN Technology is a U.S. technology company. Founded in 2012, SHEIN is a leading global online retailer with operations in Guangzhou, Los Angeles and Singapore, along with other key markets. SHEIN reaches consumers across more than 150 countries and regions around the world. We place a premium on choice, delivering more than 6,000 new fashion

We are creating an idea-to-production platform of advanced materials, software, hardware, and services that is expanding what can be made and accelerating how smart ideas become real. We are solving hard problems to empower creators everywhere to develop better products faster, in ways not possible with traditional technologies. And we are building

EliseAI builds vertical AI agents for housing and healthcare — sectors that together make up nearly 40% of household spending.

These agents automate high-volume workflows like leasing, maintenance, renewals, and patient intake, helping organizations cut costs, improve efficiency, and deliver better experiences.

How does it work?
EliseAI

We are building a new type of data workflow tool that allows any team to find the right data, craft custom workflows, and automate their go-to-market strategy. We like to think of Clay as a composable canvas that unlocks power and creativity for growth-focused teams.

Building a powerful yet easy-to-use tool that enables complex data aggregation

AssemblyAI’s speech-to-text and speech understanding models are the market leader in accuracy, reliability, and performance — providing the outputs you need to accelerate growth and build enterprise-grade product experiences.

Our customers include Cluely, Granola, Metaview and Zoom. We’ve raised funding by leading investors including Accel

At Docker, we simplify the lives of developers who are making world-changing apps. We simplify and accelerate workflows with an integrated development pipeline and application components. Actively used by millions of developers around the world, Docker Desktop and Docker Hub provide unmatched simplicity, agility and choice.

Babylist is the trusted platform for millions of growing families. For over a decade, Babylist has been the technology solution for expecting parents and the community that supports them, expanding from baby registry into a full-service platform that helps parents make decisions with confidence, stay connected, and build happy and healthy families

Instacart, the leading grocery technology company in North America, works with grocers and retailers to transform how people shop. The company partners with more than 1,500 national, regional, and local retail banners to facilitate online shopping, delivery and pickup services from more than 85,000 stores across North America on the Instacart

Founded in 2012, IEX (IEX Group, Inc.) launched a new kind of securities exchange in 2016 that combines a transparent business model and unique architecture designed to protect investors. Today, IEX applies its proprietary technology and experience to drive performance across asset classes, serve all investors, and advocate for transparent and

Domino Data Lab powers model-driven businesses with its leading Enterprise AI platform trusted by over 20% of the Fortune 100. Domino accelerates the development and deployment of data science work while increasing collaboration and governance. With Domino, enterprises worldwide can develop better medicines, grow more productive crops, build better

Modern Treasury is the operating system for money movement. Our payment operations platform combines a suite of APIs and dashboards to help companies unlock new payments revenue, strengthen customer experiences, and drive efficiency through their business. Our end-to-end platform moves enterprises forward with faster payments, efficient workflows

Consumer Reports was founded in 1936 at a time when consumers had very few options to gauge the value, quality, or authenticity of goods and services. Our investigative journalism, advocacy, and digital testing empower consumers, inform people’s purchasing decisions, influence businesses to improve the products and services they deliver, and

Since we opened our doors in 2009, the world of commerce has evolved immensely, and so has Square. After enabling anyone to take payments and never miss a sale, we saw sellers stymied by disparate, outmoded products and tools that wouldn’t work together.

So we expanded into software and started building integrated, omnichannel solutions – to help

TRM Labs is a blockchain intelligence company that helps financial institutions, crypto businesses and government agencies detect and investigate crypto-related financial crime and fraud. Every day, we tackle challenges in data engineering, data science, and threat intelligence to advance our mission to build a safer financial system for billions

Radar is the world's first Location OS: next-gen geofencing and maps infrastructure for developers and AI-enabled solutions for marketing, fraud, and operations teams, all in a single platform. Hundreds of enterprises, including DICK'S Sporting Goods, T-Mobile, Inspire Brands, and bet365, use Radar to engage their customers, protect their business

Before Onebrief, military planning and collaboration was slow, inefficient, and resource-intensive. Building slides with no version control as partners collaborated would have staffs spend weeks or months on a single product or document.

With Onebrief, these workflows are now simple and collaboration between large commands is efficient. Staff

Globality was founded with a simple but lofty goal: to use AI to transform enterprise spending into a smarter, fairer process, and create more efficient, inclusive markets around the globe. Globality is the future of enterprise spending: an AI solution that is guaranteed to empower employees, bolster the bottom line, and improve business outcomes

MarketAxess is on a journey to digitally transform one of the world's largest financial markets, enabling the shift from analog, phone-based trading to a fully electronic marketplace.

Why does this matter? Because our platform makes trading fixed-income more accessible, ultimately improving transparency, efficiency and competition in the

Ambience Healthcare is the leading AI platform for documentation, coding, and clinical workflow, built to reduce administrative burden and protect revenue integrity at the point of care. Trusted by top health systems across North America, Ambience’s platform is live across outpatient, emergency, and inpatient settings, supporting more than 100

We started as a company that turned phones into walkie-talkies. Today, we modernize instant voice communication with our industry-leading push-to-talk technology to help mobile workers meet quickly changing, urgent, real-world challenges.

We have the highest-rated walkie-talkie app, with over 8 billion messages sent per month and 170 million

Advisor360° is a fintech company that helps wealth management firms deliver better experiences to financial advisors and their clients. We offer an integrated technology platform that brings together portfolio management, CRM, digital onboarding, compliance tools, and client portals in one place. Our cloud-based solution, powered by AI-driven

Chainlink Labs is one of the primary contributing developers of Chainlink, the backbone of blockchain. Chainlink is unifying liquidity across global markets and has enabled over $20 trillion in transaction value across the blockchain economy. Major financial market infrastructures and institutions, such as Swift, Fidelity International, and ANZ

Sonatus is a global vehicle software company enabling AI-powered, software-defined vehicles through its platform, which is deployed in over 5 million cars, helping automakers continuously improve cost, performance, reliability, and user experience.

EvolutionIQ's groundbreaking AI-powered claims guidance platform helps claims professionals balance timely, impactful actions and drive optimal claim resolutions. We simplify the claims process and distill complex medical information and insights. We enable claims professionals to focus on what matters most and handle claims with confidence and

Honeybee Robotics specializes in creating novel exploration systems for the most extreme environments and advanced motion control solutions for NASA, defense, and commercial programs. Our work has played a critical role in thousands of projects spanning from conceptual design studies to flight missions, including NASA's Artemis I Mission and the

We work with global corporate partners to identify the most pressing challenges that they, and broader society, face. Inspired by these complex problems, we launch startups built by proven entrepreneurs, product leaders and technologists that use their agility and talent to develop transformative solutions. After these companies have matured and

Rho's mission is to make finance frictionless for organizations. Our automated, integrated platform has everything a finance leader needs across commercial banking and spend management to save finance leaders money and boost their team’s productivity.

Authorization controls who has access to what in an app. It’s a problem as old as computers, and it turns out, it’s a hard problem. At Oso, we help our customers build features to meet enterprise requirements, like fine-grained access controls or custom roles and permissions. We also provide the tools needed to build the next generation of secure

Traditional banking just wasn’t built to make growing a consumer brand easy. We want to change that. Our financial platform is designed for brands at any size, no matter how they sell. From access to capital with the Growth Line of Credit, to simplified money management with Ampla Banking or our Corporate Card for the modern CPG brand - we make

Spotnana is modernizing the infrastructure of the travel industry. It’s our vision to power the perfect trip for travelers everywhere. Our open Travel-as-a-Service platform improves corporate and leisure traveler experiences, helps TMCs increase revenue and efficiency, enables travel providers to deliver personalized offers, and empowers any

Founded in 2000 by three UCSB graduates, PayJunction has grown from a bootstrapped startup to a recognized and respected leader in the payments industry. PayJunction processes more than $12 billion dollars annually for thousands of businesses with solutions that make it easy to accept credit and debit card payments in-store, online, and on-the-go

Here at Chapter, we aim to help seniors not only navigate the complexities of Medicare, but also to transform the way seniors transition into and experience retirement. This is not easy, and no one else has succeeded at this endeavor. For us to achieve this mission, we have to have a deeply shared understanding of who we are and who we strive to be

Academia.edu is the world’s leading platform for researchers and scholars to share their work, discover research and connect with fellow academics globally. Our bold vision: to democratize and accelerate the world's research, enhancing the speed of scientific discovery and technological progress for the benefit of everyone. We imagine a world where

Distributional’s active AI testing platform enables AI product teams to identify, understand and address AI risk before production so they can ship high quality AI products with confidence. We've raised $30M in the past year to accomplish our mission.

Immersive, the leader in people-centric cyber resilience, helps organizations continuously prove and improve its ability to prevent and respond to cyber threats. Tailored to individual roles, our approach ensures organizations are always ready for an ever-evolving threat landscape, including the opportunities and challenges posed by AI. With a

Kikoff is a personal finance platform that offers the simplest credit-building solution out there: $0 fees, 0% interest, and no credit pull.

Your credit score is the foundation of your financial health – yet most people don’t have the credit score they deserve. That’s why Kikoff built the most accessible and affordable credit-building solution –

Machinify is an AI start-up in the Healthcare space. Our software platform leverages the latest advances in machine learning, large language models, data analytics, and cloud processing to solve previously intractable problems in the healthcare industry impacting millions of lives.

Webflow empowers teams — from startups to the Fortune 500 — to design, build, and grow for the web, all without writing a single line of code.

Simply put: we’re changing the way the internet gets built. Instead of relying on long dev cycles or heavy engineering support, Webflow lets teams move from idea to launch faster — bringing creativity and

Founded in 2014, Opendoor’s mission is to empower everyone with the freedom to move. We believe the traditional real estate process is broken and confusing. It often comes with unexpected costs, the added burden of coordinating multiple third parties and the uncertainty of a transaction falling through. Our goal is simple: build a digital, end-to

Rokt is the global leader in ecommerce, unlocking real-time relevance in the moment that matters most - The Transaction Moment. Rokt’s AI Brain and Ecommerce Network powers billions of transactions connecting hundreds of millions of customers, and is trusted to do this by the world’s leading companies including Live Nation, Macy’s, Fanatics, AMC

PseudolithIC, Inc is a rapidly-growing semiconductor start-up company based in Santa Barbara, CA pioneering heterogeneous integration for radio-frequency integrated circuit solutions.

Alloy is the only end-to-end identity risk management platform for companies that offer financial products. Beginning with origination and account opening, Alloy provides over 600 of the world's leading banks, credit unions, and fintechs with a scalable, flexible platform to manage identity risk throughout the customer lifecycle. With configurable

Addepar is a global technology and data company that helps investment professionals provide the most informed, precise guidance for their clients. Hundreds of thousands of users have trusted Addepar to empower smarter investment decisions and better advice over the last decade. With client presence in more than 40 countries, Addepar’s platform

Chime was created because we believe everyone can Unlock Financial Progress, and we want to develop solutions and services to empower people to succeed. The premise upon which we started Chime is simple: basic banking services should be helpful, transparent, and easy. Our suite of tools and platforms give our members the ability to have more

Calm is the leading mental health brand, on a mission to support everyone on every step of their mental health journey. With the #1 app for sleep, meditation and relaxation, Calm’s transformational mindfulness content supports users across seven languages in more than 190 countries.

We're a global community of bold visionaries and resourceful doers who are shaping the future of Dropbox—and with it the future of work. Our Virtual First model combines the flexibility of a distributed workplace with the power of human connection, making space for both meaningful work and meaningful relationships. With our start-up mindset and

Block, Inc. is a global technology company with a focus on financial services. Made up of Square, Cash App, Afterpay, TIDAL, Bitkey, and Proto, Block, Inc. builds technology to increase access to the global economy.

Each of our brands unlocks different aspects of the economy for more people. Square makes commerce and financial services accessible

Welcome to the New Creator Economy. A social network made to make Creators money.

Zora is a new kind of on-chain social network where you can express yourself freely, connect with others, and discover the value of your imagination. We believe that by using crypto, we can enable a more equitable system for creators, fundamentally rediscovering the

At SailPoint, we believe enterprise security must start with identity at the foundation. Today’s enterprise runs on a diverse workforce of not just human but also digital identities—and securing them all is critical. Through the lens of identity, SailPoint empowers organizations to seamlessly manage and secure access to applications and data at

Snap Inc. is a technology company. We believe the camera presents the greatest opportunity to improve the way people live and communicate. We contribute to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.

Acquia is the open digital experience company. We provide the world's most ambitious brands with products built around Drupal to allow them to embrace innovation and create customer moments that matter. At Acquia, we believe in the power of community and collaboration — giving our customers and partners the freedom to build tomorrow on their terms.

Turnstile is the all-in-one revenue automation platform that streamlines your entire revenue lifecycle—from quoting and subscription management to billing and revenue recognition. Designed for growing businesses, from startups to enterprises, Turnstile simplifies complex quote-to-cash workflows, combining flexibility and structure to meet unique

At Bose Corporation, we’re powered by our legendary brands — Bose, McIntosh, and Sonus faber — bringing together more than 175 years of combined technical expertise, craftsmanship and artistry. Founded by Dr. Amar Bose, our company is driven by purpose and devoted to advancing what’s possible in audio — creating transformative experiences in the

Zip is the world’s leading intake-to-procure solution. Providing a single platform for any employee to initiate a purchase or vendor request, Zip helps businesses gain clear and timely visibility across all purchases, while dramatically improving the employee experience.

The platform’s no-code configuration and intelligent workflows integrated

ATTN: is the leader when it comes to breaking down important societal topics across all platforms and reaching people who want context on the issues and conversations that matter to them.

At OpenSea, we’re building the destination for the onchain economy — a place where anyone, anywhere, can trade everything seamlessly. In 2021, we helped bring the first wave of everyday internet users onchain, introducing millions to digital ownership through NFTs. Collectors, artists, gamers, and creators all found a new way to own and exchange

We believe small and medium-sized organizations are the backbone of global economies, and their most valuable asset is the people they employ. But many of their HR teams are held back by complicated, time-consuming processes and admin. We’re changing that with our all-in-one HR solution that transforms the way millions of people experience work