Best Big Data Companies to Work for (2,087)
SOPHiA GENETICS (Nasdaq: SOPH) is a healthcare technology company dedicated to establishing the practice of data-driven medicine as the standard of care and for life sciences research. It is the creator of the SOPHiA DDM™ Platform, a cloud-based SaaS platform capable of analyzing data and generating insights from complex multimodal data sets and different diagnostic modalities. The SOPHiA DDM™ Platform...
SOPHiA GENETICS's Top Workplace Perception Strengths
Mission & Purpose: Work centers on a cloud‑native platform advancing precision oncology and rare disease diagnostics, and many employees cite patient impact as a core motivator. Collaboration with clinicians and researchers and a broad global footprint reinforce a strong sense of purpose.
Team Support: Colleagues collaborate across borders (Switzerland, U.S., France and more), engaging in partnerships and events that energize science‑ and product‑minded talent. Direct interaction with clinicians and researchers creates cross‑functional momentum in day‑to‑day work.
Market Position & Stability: Recent disclosures point to measured revenue growth and raised guidance, signaling momentum amid a tough market. These indicators suggest a scaling company with increasing real‑world adoption.
GRAIL is a healthcare company whose mission is to detect cancer early, when it can be cured. GRAIL is using the power of high-intensity sequencing, population-scale clinical studies, and state-of-the-art computer science and data science to enhance the scientific understanding of cancer biology, and to develop and commercialize pioneering products.
GRAIL's Top Workplace Perception Strengths
Mission & Purpose: Work centers on multi‑cancer early detection (Galleri), and the “detect cancer early, when it can be cured” mission is consistently described as energizing and meaningful.
Team Support: A highly skilled, multidisciplinary cohort across genomics, data science, clinical, medical, and commercial functions is emphasized, with coworkers often characterized as smart and collaborative.
Benefits & Perks: Compensation and benefits are positioned as strong, with comprehensive health coverage, flexible time off, and practical perks highlighted.
We pioneered the world of digital real estate more than 25 years ago. Today, through our website and mobile apps, we are a trusted guide for consumers, empowering more people to find their way home by breaking down barriers, helping them make the right connections, and creating confidence through expert insights and guidance. For professionals, we are a trusted partner...
Realtor.com's Top Workplace Perception Strengths
Mission & Purpose: Work is tied to a nationally recognized real‑estate marketplace with MLS partnerships and widely used research, giving teams visible, mission‑oriented impact. Leadership framing around an “open marketplace” and collaboration with industry professionals reinforces a sense of purpose.
Benefits & Perks: Benefits are described as comprehensive (with some roles noting day‑one eligibility), alongside ERGs and tailored learning opportunities. Feedback suggests these offerings support well‑being and provide structured support for career progression.
Vision & Strategy: Leadership is publicly engaged with clear strategy updates, highlighting sustained momentum and launches such as Realtor.com+. An industry‑facing posture with MLS ties provides direction that can energize partner‑centric product work.
As the foundation for secure markets, OCC is a customer-driven organization that delivers world-class Risk Management, Clearing, and Settlement Services for a sophisticated mix of financial products that includes standard options, stock loans, and futures contracts.
OCC's Top Workplace Perception Strengths
Mission & Purpose: Work is viewed as mission‑critical at the core of U.S. listed options, with a clear public‑interest mandate as a systemically important utility. Many professionals find meaning in consequential risk, clearing, and settlement responsibilities.
Market Position & Stability: The organization is described as the sole central counterparty for U.S. listed options, signaling long‑term stability and resilience. This central role in market infrastructure attracts candidates seeking durable careers.
Benefits & Perks: Company materials highlight a comprehensive Total Rewards package and external recognition tied to compensation, benefits, and culture. Development programs, hybrid support, and well‑publicized perks are positioned as part of the employee experience.
Since 1851, MassMutual’s commitment has always been to help people protect their families, support their communities, and help one another. This is why we want to inspire people to Live Mutual. We’re people helping people. Together, we’re stronger.
MassMutual's Top Workplace Perception Strengths
Benefits & Perks: Total rewards include a holistic package with wellness stipends, generous parental and caregiver leave, paid volunteer time, and a strong retirement contribution. Structured hybrid flexibility and well-being programs reinforce day-to-day support.
Market Position & Stability: A mutual structure and long operating history, alongside recent strength signals, convey a long-term, purpose-led orientation. This stability often underpins investment in people, tools, and modernization.
Mission & Purpose: A purpose-led mutual ethos centers on helping people secure their financial futures and living mutual. This framing appeals to those seeking meaningful work in a customer-first environment.
Prolaio is a clinical intelligence company dedicated to unlocking continuous, predictive and shareable heart data to liberate patients from hospital-based reactive care and accelerate every new therapy. The company was created by cardiologists, cardiovascular practitioners, and data scientists specifically to address the world’s number one cause of death — cardiovascular disease. By combining scientific rigor with cutting‑edge technology, Prolaio aims...
Prolaio's Top Workplace Perception Strengths
Mission & Purpose: Work centers on transforming continuous, real‑world cardiac data into clinical insights, with a “Patients at Heart” ethos and national remote studies like OCORO. This visible clinical focus can give day‑to‑day work a clear sense of patient impact.
Innovation & Products: Public materials cite multiple FDA‑cleared algorithms and a December 2025 510(k) clearance for the eVO2peak software module, signaling regulated, clinically credible technology. Teams operate where cardiology, data science, and software meet.
Market Position & Stability: The March 27, 2025 acquisition by Kardigan positions Prolaio within a broader heart‑health platform, often expanding resources, data access, and cross‑functional opportunities. Industry integrations like adding physIQ’s digital biomarkers further strengthen ecosystem momentum.
Riskified (NYSE:RSKD) empowers businesses to unleash ecommerce growth by outsmarting risk. Many of the world’s biggest brands and publicly traded companies selling online rely on Riskified for guaranteed protection against chargebacks, to fight fraud and policy abuse at scale, and to improve customer retention. Developed and managed by the largest team of ecommerce risk analysts, data scientists and researchers, Riskified’s...
Riskified's Top Workplace Perception Strengths
Team Support: Colleagues are often seen as approachable and collaborative across functions, fostering a low‑ego, supportive environment. Cross‑team problem‑solving and trust show up as day‑to‑day norms.
Work-Life Balance: A structured hybrid model, recharge breaks, and flexible time‑off policies support balancing work with personal time. Many roles combine in‑person collaboration with remote flexibility during the week.
Mission & Purpose: Work centers on ML‑driven ecommerce fraud and policy‑abuse prevention with direct merchant impact on approvals and chargebacks. The domain is framed as meaningful and technically engaging.
Our platform creates comprehensive digital twins of your supply chain with AI-powered digital workers to automate resolution, improve collaboration and drive outcomes across all stakeholders. Unlike traditional control towers, we enable true real-time execution and intelligent fulfillment, transforming both your supply and customer-facing operations.
FourKites's Top Workplace Perception Strengths
Mission & Purpose: Work centers on real-time, AI-enabled supply chain visibility used by global shippers, tying day-to-day efforts to tangible operational outcomes. Many find customer-centric problem solving in this domain meaningful.
Team Support: Colleagues are often described as positive, inclusive, and willing to help, with a strong “One Team” and people-first mentality. Cross-functional collaboration across hubs enables peers to rally around customer success.
Learning & Development: Structured programs, mentorship, and exposure to complex, data-heavy products create continuous learning. Individuals who take ownership can access development tracks and internal mobility.
Applecart advises the C-suites of hundreds of industry-leading organizations spanning over 100 Fortune 500 companies, top communications and advertising agencies, major trade associations, leading nonprofit organizations, and governments. Applecart’s platform enables CEOs, Chief Corporate Affairs Officers, CCOs, CMOs and other C-suite executives to generate visibility for their most valuable content with critical decision makers and those in their orbits across...
Applecart's Top Workplace Perception Strengths
Benefits & Perks: Benefits include generous paid time off, fully paid parental leave, comprehensive health coverage with wellness support, a 401(k) match, and extras like commuter benefits and a workstation budget. Social events and office amenities further enhance day-to-day experience.
Learning & Development: Opportunities include rapid responsibility, mentorship, manager training, leadership development, and an annual learning budget with courses and conferences. Cross-functional collaboration, lunch-and-learns, and accessible leaders support continual skill growth.
Work-Life Balance: A structured hybrid model—with in-office collaboration midweek and remote flexibility on Mondays and Fridays—aims to balance teamwork and personal needs. Observations point to a culture that plans for time away and provides a predictable cadence.
Product.ai (formerly Demand.io) is the truth layer for commerce. Built on Axiomatic Intelligence — a proprietary adversarial reasoning methodology that stress-tests product claims against physics, economics, and engineering constraints — Product.ai delivers verified purchase verdicts, not summaries. Product.ai tells consumers when NOT to buy. Product.ai emerges from Demand.io, a profitable, bootstrapped AI commerce company whose SimplyCodes platform processes over $1B...
Product.ai's Top Workplace Perception Strengths
Autonomy: Roles are framed as senior-only with high agency and outcomes ownership; a paid-project entry path reinforces end-to-end responsibility and direct collaboration with leadership.
Compensation: Pay is positioned as top-of-market base paired with ownership units and a defined annual liquidity mechanism designed to align value creation and capture.
Benefits & Perks: Full health coverage for employees and families, unlimited PTO that is encouraged, and daily catered lunch for the LA team are explicitly highlighted.
Liftoff is a leading AI-powered performance marketing platform for the mobile app economy. Our end-to-end technology stack helps app marketers acquire and retain high-value users, while enabling publishers to maximize revenue across programmatic and direct demand. Liftoff’s solutions, including Accelerate, Direct, Monetize, Intelligence, and Vungle Exchange, support over 6,600 mobile businesses across 74 countries in sectors such as gaming, social, finance,...
Liftoff's Top Workplace Perception Strengths
Benefits & Perks: Total rewards include healthcare, 401(k) matching or pension plans, stock options, unlimited PTO, connectivity and lifestyle stipends, and generous family‑planning support. Global gatherings, office snacks/meals, and professional development resources further signal competitive offerings.
Work-Life Balance: A remote‑first model with global hubs and flexible schedules is designed to support balance across locations. Unlimited PTO and periodic company‑wide time off reinforce norms around rest and recharge.
Team Support: Colleagues are often described as smart, collaborative, and supportive, with cross‑team collaboration emphasized. Stated values like growth mindset, guided by data, and avoiding bureaucracy show up in day‑to‑day work.
Optum, part of the UnitedHealth Group family of businesses, is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find...
Optum's Top Workplace Perception Strengths
Mission & Purpose: Mission-driven work improving the U.S. health system at national scale gives many roles clear meaning and impact. The company’s breadth across care delivery, pharmacy, and technology creates multiple avenues to contribute.
Work-Life Balance: Hybrid and remote options in many roles enable flexibility that can support balance, subject to team and location. On-site expectations can change by leader or business unit, so confirming arrangements is customary during hiring.
Benefits & Perks: Comprehensive medical, retirement, ESPP, and well‑being programs are described, with eligibility varying by affiliate and location. Candidates can expect a large‑employer benefits baseline with broad coverage.
Nexthink is the global leader in digital employee experience management. Our platform empowers IT teams with real-time visibility, analytics, and automation to proactively detect and resolve issues across any application, device, or network—before they affect employees. By shifting IT from reactive problem-solving to continuous optimization, Nexthink enables more than 1,300 organizations to create productive, seamless, and satisfying digital workplaces for...
Nexthink's Top Workplace Perception Strengths
Mission & Purpose: Teams rally around a clear mission to “delight people at work,” building a DEX platform with visible end‑user impact. Work on proactive improvements to employees’ tech experience is commonly highlighted as meaningful.
Recognition: Peer recognition programs (Bonusly, spot bonuses, core‑value awards) and culture rituals keep appreciation visible and timely. This makes recognition tangible in the day‑to‑day.
Market Position & Stability: The company is recognized as a leader in DEX, and outside investment signals scale and ambition. Strong credibility with customers and analysts reinforces a sense of momentum.
At Edmunds, we’re driven to make car buying easier. Ever since we began publishing printed car guides in the 60's, the company has been in the business of trust, innovating ways to empower and support car shoppers. When Edmunds launched the car industry’s first website in 1995, we established a leadership position online and have never looked back.
Edmunds's Top Workplace Perception Strengths
Mission & Purpose: Work centers on widely used car‑shopping data, reviews, and pricing tools with a stated aim of “empowering consumers,” which many find motivating. This clear purpose is reinforced by emphasis on consumer impact across company materials and recognition.
Benefits & Perks: Publicly shared benefits include substantial employer‑paid medical premiums, up to four months paid parental leave, mental‑health resources, wellness programming, and a 401(k) with a full match up to 6% with immediate vesting. These offerings signal a comprehensive total‑rewards approach.
Work-Life Balance: Feedback suggests balance and flexibility are strong, supported by a hybrid workplace model, remote options, flexible time off, and a results‑oriented approach. These practices appeal to those seeking in‑person collaboration without a full commute week.
Dynatrace lets customers understand their business like never before, so they can see beyond the complexity, find and fix problems faster and automate manual tasks with Al — so they can focus on what truly matters: running their business.
Dynatrace's Top Workplace Perception Strengths
Market Position & Stability: Financial performance, share repurchases, and ongoing platform expansion signal a stable, growing business with resources for teams. A respected AI‑powered observability platform and recent acquisitions broaden scope and create opportunities.
Work-Life Balance: Hybrid/remote options, quarterly Wellness Days, and flexible schedules support balance for many roles. Programs like paid time off, parental leave, and volunteer time off further enable time away when needed.
Team Support: A collaborative, friendly culture with open‑door practices, ERGs, and social events fosters connection and day‑to‑day support. Managers are frequently characterized as trusting and non‑micromanaging, enabling autonomy.
Hex is changing the way people work with data. Our platform makes analytics workflows more powerful, collaborative, and shareable. Hex solves key pain points with today's data and analytics tooling, and is loved by thousands of users all over the world for the beautiful UI, new superpowers, and boundless flexibility. We are a tight-knit crew of engineers, designers, and data aficionados....
Hex's Top Workplace Perception Strengths
Autonomy: The environment emphasizes few meetings, high individual ownership, and a strong bias to ship quickly. Colleagues are portrayed as low‑ego and execution‑focused, enabling broad personal agency.
Innovation & Products: Product cadence is rapid, with frequent releases and new AI/agent capabilities that keep work close to cutting‑edge analytics. The platform’s collaborative, AI‑forward direction and visible customer enthusiasm make day‑to‑day work feel impactful.
Market Position & Stability: Signals such as recent funding, active hiring, and expanding physical hubs indicate runway to invest in product and teams. This foundation supports growth across multiple functions and locations.
Celonis makes processes work — for people, companies, and the planet. Powered by process mining and AI, the Celonis Process Intelligence Platform integrates process data and business context to create a living digital twin of business operations. We enable thousands of companies worldwide to understand how their business actually runs and, together with their partners, build intelligent solutions that transform...
Celonis's Top Workplace Perception Strengths
Market Position & Stability: The company is widely positioned as a category leader in process intelligence, with a platform used by large enterprises and strong customer pull. Public materials emphasize substantial funding and a recognizable standing that many candidates view as signals of scale and stability.
Learning & Development: Structured learning programs and internal communities enable rapid skill-building and cross-functional exposure. Feedback suggests strong peer learning, mentorship, and mobility that help employees develop quickly.
Benefits & Perks: Benefits highlight hybrid flexibility, generous parental leave, wellness support, and equity participation for full-time employees. Office-based perks such as catered lunches, social events, and signature company gatherings contribute to a high-touch workplace experience.
It’s an exciting time to be a Teragonian! Come help us transform the Private Equity industry and drive AI innovation while taking on new challenges and career growth opportunity. Teragonia provides an AI-based Value Orchestration platform for private equity backed mid-market operators, helping them transform fragmented operational data into an execution-focused view of business performance. With Teragonia, mid-market leaders align their...
Teragonia's Top Workplace Perception Strengths
Innovation & Products: Teragonia’s Astradis platform emphasizes “live, prescriptive signals” and function-specific command centers that embed into operator workflows rather than static dashboards. The work centers on real-time decisioning across areas like forecasting, pricing, churn, and field/service optimization tied to measurable outcomes.
Market Position & Stability: The company targets a defined mid‑market PE niche and reports ARR more than tripled alongside expanding sponsor relationships and a multi‑city footprint, including an expanded Chicago hub. This points to commercial traction and growing presence with sponsors and portfolio operators.
Learning & Development: Company materials emphasize meaningful responsibility from day one, strong learning opportunities, and cross-functional exposure with executive-facing work. Structured supports such as job training, conferences, paid certifications, and a promote-from-within stance are called out.
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-powered analysis by creating models that “learn” and stay ahead...
Striveworks's Top Workplace Perception Strengths
Mission & Purpose: Work centers on deploying and operating AI for U.S. defense and public‑sector missions, with hands‑on impact in high‑stakes, real‑world environments. Recent program wins and field demonstrations underscore tangible mission outcomes and applied problem‑solving.
Compensation: Pay is considered strong with equity and performance bonuses, alongside a comprehensive package including 401(k), medical/vision/dental, generous parental leave, hybrid work, and unlimited PTO. The total rewards mix signals competitiveness for technical roles.
Career Growth: Promotion‑from‑within, direct ownership from day one, and cross‑functional squads indicate clear paths to advancement. Regular lunch‑and‑learns and collaborative practices further support skill building that accelerates growth.
Enverus’ innovative technologies drive production and investment strategies, enable best practices for energy and commodity trading and risk management, and reduce costs through automated processes across critical business functions. Enverus is a strategic partner to more than 6,000 customers in 50 countries. Enverus is a portfolio company of Hellman & Friedman and Genstar Capital.
Enverus's Top Workplace Perception Strengths
Innovation & Products: Products span energy‑dedicated SaaS like PRISM/Enverus ONE and MarketView with expanding AI workflows tied to real market outcomes. Ongoing launches and acquisitions broaden capabilities across oil and gas, power, renewables, and utilities.
Work-Life Balance: Hybrid and remote options, flexible hours, and time‑off programs are explicitly described, with role‑dependent flexibility. Mental health resources and parental leave signal support for balancing work and life.
Learning & Development: Leadership training, mentorship, internal mobility, and certifications are highlighted as core development offerings. Access to webinars, on‑demand content, and conferences is positioned to build product and domain skills.


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