Best Big Data Companies to Work for (2,213)
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: Day-to-day work is framed around detecting cancer early “when it can be cured,” which is widely described as galvanizing and purpose-driven. Company values like solving problems together, thinking big, and embracing change reinforce a strong sense of impact.
Benefits & Perks: The company presents a public-company package with comprehensive health coverage, competitive pay, and equity programs including an ESPP. Careers materials also highlight flexible time off, wellness resources, and hybrid options that support balance.
Team Support: Colleagues are often seen as smart, collaborative, and cross-functional across genomics, software/ML, and large clinical studies. Recognition programs and an inclusive, mission-oriented culture are frequently cited as energizing.
As businesses increasingly rely on data and AI to power digital products and drive better decision-making, it's mission-critical that this data is accurate and reliable. Monte Carlo, the data + AI observability leader, is the creator of the industry's first end-to-end Data & AI Observability platform. Our mission is to enable the world's enterprises to adopt trusted AI. In 2025, Monte...
Monte Carlo's Top Workplace Perception Strengths
Work-Life Balance: Work setup is remote-first with optional offices plus periodic offsites and travel, combining flexibility with opportunities for in-person connection. Benefits highlighted include unlimited PTO, generous parental leave, and a home-office stipend.
Autonomy: Cultural tenets like “Measure in Minutes” and “Ship & Iterate,” along with onboarding traditions such as “Week 1 Ship,” point to high ownership and a bias for action. Employee spotlights describe broad scope and building from scratch common to early-stage roles.
Mission & Purpose: Work centers on data and AI/agent observability that enables trusted AI for recognizable enterprises, creating visible, meaningful impact. Public positioning emphasizes category leadership and momentum in a fast-evolving domain.
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: Day-to-day work centers on an AI-driven platform intended to “democratize” precision medicine, giving many roles a clear link to patient impact. This provides a strong sense of meaning for people motivated by improving healthcare outcomes.
Team Support: Colleagues are often described as smart, collaborative, and supportive, with cross-functional projects spanning Europe and the U.S. Global teaming across time zones creates frequent opportunities to partner and learn from different disciplines.
Learning & Development: Opportunities to learn and take on new responsibilities are emphasized through cross-functional exposure, mentorship, internships, and programs such as Learning@SOPHiA. The environment is framed as innovative and hands-on, which can accelerate skill growth.
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: Benefits are frequently portrayed as comprehensive and well above baseline, including strong retirement contributions, well‑being programs, paid volunteer time, donation matching, and caregiver support. Company materials and employee accounts also highlight on‑site amenities in some hubs and discounted fitness options.
Work-Life Balance: A structured hybrid rhythm is described—generally several in‑office days paired with company‑wide remote weeks and additional flexible remote time—which many say enables predictable balance. Some teams also reference practices like remote Fridays that reinforce flexibility within the office‑first model.
Mission & Purpose: Work is often framed as meaningful due to the mutual‑insurer model focused on policyowners and long‑term financial security. Repeated external workplace accolades and the company’s “Living Mutual” ethos are cited as reinforcing a purpose‑driven environment.
At General Motors, our vision is to create a world with Zero Crashes, Zero Emissions, and Zero Congestion. We wholeheartedly embrace the responsibility to lead the change that will make our world better, safer, and more equitable for all. Our industry and company are undergoing a once-in-a-lifetime technological transformation, which is reshaping our approach to technology and innovation. We are expanding...
General Motors's Top Workplace Perception Strengths
Benefits & Perks: Benefits are described as robust for salaried employees, including a 401(k) with a company contribution plus additional match, paid parental leave, generous paid time off, and family-forming support. Health coverage, tuition assistance, and employee vehicle discounts are also emphasized.
Learning & Development: Structured mentorship, internal learning platforms, tuition assistance, and rotational programs support skill growth and internal mobility across global teams. Early-career communities and re-entry pathways further reinforce development opportunities.
Mission & Purpose: Work often ties directly to an all-electric future and public sustainability commitments, providing a sense of impact across engineering, manufacturing, and corporate roles. Large-scale investments and a broad footprint create opportunities to contribute to high-visibility programs.
Formation Bio is a tech-driven pharma company differentiated by radically more efficient drug development. Formation Bio has built a technology platform that optimizes all aspects of drug development, enabling more efficient trial design, faster trial completion, and higher quality trial data capture. Formation Bio acquires clinical-stage drugs from pharma and biotech and develops them faster and more efficiently, unlocking greater...
Formation Bio's Top Workplace Perception Strengths
Mission & Purpose: The company positions itself as an AI‑native pharma focused on accelerating drug development, drawing people motivated by patient impact and the AI–biopharma intersection. Public materials emphasize meaningful, high‑ownership work from day one.
Market Position & Stability: Recent momentum includes a $372M Series D and a three‑way AI collaboration with Sanofi and OpenAI, along with sector visibility like CNBC’s Disruptor 50. These signals indicate strong capitalization and enterprise‑level engagement.
Autonomy: Small, high‑impact teams and a flat structure highlight ownership, cross‑functional scope, and ideas being heard regardless of title or tenure. Tools, hybrid collaboration, and recognition rituals reinforce individual agency.
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: Work norms emphasize very few meetings, high agency, and a bias toward action, enabling individuals to own and ship impactful work quickly. A posted handbook and careers copy reinforce this builder culture across SF/NYC hubs and remote teams.
Benefits & Perks: Offerings include unlimited PTO, comprehensive medical/vision/dental, a 401(k) match up to 4%, home‑office stipends, and other conveniences like snacks and some meals. Family support is highlighted with 12 weeks fully paid parental leave (16 for gestational parents) and a $10,000 Carrot benefit.
Market Position & Stability: Recent funding (a $70M Series C in May 2025 following earlier rounds) and thousands of customer teams with recognizable logos signal runway and product‑market pull. Public case studies and an active shipping cadence reinforce momentum in AI‑powered analytics.
The database market is big. How big? Well, according to IDC, it’ll reach $153 billion by 2027. And MongoDB is at the forefront of that innovation with thousands of customers across the globe. We empower developers and businesses to build and deploy the applications they want, wherever they want.
MongoDB's Top Workplace Perception Strengths
Compensation: Pay is considered competitive, often including equity grants and an employee stock purchase plan that enhance total rewards. This mix is seen as attractive across engineering and go‑to‑market roles.
Benefits & Perks: Benefits are described as comprehensive—covering healthcare, mental health, family‑forming support, and a 401(k) match—alongside hybrid‑friendly perks such as in‑office meals. Flexible PTO and multiple work models further support day‑to‑day wellbeing.
Learning & Development: Structured onboarding, mentorship, and leadership programs create clear pathways to build skills. High performers often gain scope early through technical training and internal mobility opportunities.
Together, we power advertising that enables billions of people to stay informed, entertained, and connected. We introduce them to new ideas, products, and services that make their lives better. And we help media owners of all sizes realize their full potential. That’s a lot — that’s the power of advertising. But it’s only possible with great technology. And that’s where Magnite...
Magnite's Top Workplace Perception Strengths
Work-Life Balance: The company offers a structured hybrid rhythm (remote Mondays/Fridays, in-office Tuesday–Thursday) alongside generous time off, quarterly wellness days, and an end‑of‑year closure. Feedback suggests this predictability supports a healthy cadence for planning and family life.
Benefits & Perks: Comprehensive health coverage from day one, equity with an ESPP, gym reimbursements, catered lunches, donation matching, and family‑focused leave are prominently featured. These offerings are consistently positioned as a standout part of the employee experience.
Team Support: Colleagues are often described as collaborative, approachable, and supportive, with ERGs and engagement programs fostering connection across offices. Feedback suggests a friendly, people‑first atmosphere that makes day‑to‑day work enjoyable.
Agero is a leading provider of driver assistance, accident management, consumer affairs support and connected vehicle services for stakeholders across the automotive industry, including the world’s largest automakers, auto retailers, insurers, rideshare providers and other brands. As the driving force behind mobility support throughout all points in the vehicle ownership journey - from purchase to maintenance and breakdown to resell or...
Agero's Top Workplace Perception Strengths
Work-Life Balance: Flexible hours, remote options, and flexible time off are often highlighted as strengths that help people manage personal responsibilities. Feedback suggests this flexibility is a key factor in work-home balance across several roles.
Team Support: Colleagues and supervisors are frequently described as helpful, with some teams noting a family-like atmosphere and supportive training. Feedback suggests peer camaraderie and approachable leads help people navigate demanding days.
Mission & Purpose: Helping stranded drivers and supporting urgent roadside events is portrayed as tangible, customer-impact work. Feedback suggests this sense of purpose can make fast-paced days feel rewarding.
Jellyfish is the leading intelligence platform for AI-Integrated engineering, helping more than 1,000 companies including DraftKings, Keller Williams and Blue Yonder, leverage AI to transform how they build software. By combining the industry’s deepest engineering dataset with context-rich intelligence, Jellyfish helps R&D organizations understand what’s driving impact, adopt proven industry best practices, and make smarter decisions across AI adoption, planning,...
Jellyfish's Top Workplace Perception Strengths
Work-Life Balance: Work-life balance is considered strong, supported by a remote-first setup, optional Boston office time, and policies like Flexible Time Off and paid parental leave. Transit and parking support for Boston commuters and flexible scheduling further reduce day-to-day friction.
Autonomy: Autonomy is emphasized through a bottoms-up, low-micromanagement culture where teams are encouraged to experiment and work independently. Open-door practices and asynchronous collaboration reinforce trust and ownership.
Mission & Purpose: Work centers on helping engineering leaders align work with business goals and navigate AI-in-engineering, offering clear, problem-driven purpose. AI-centric initiatives and product-led messaging underscore meaningful impact for those interested in developer tooling and data.
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
Compensation: Pay is positioned as top-tier with profits‑interest units and annual liquidity that align contribution with meaningful upside. This structure emphasizes rewards beyond base salary in a founder‑owned, profitable setting.
Benefits & Perks: Benefits are advertised as 100% employer‑paid medical, dental, and vision for employees and families, with unlimited PTO and daily catered lunch for the LA team. These offerings are presented alongside modern tools and resources for team camaraderie.
Autonomy: Roles are described with high ownership and minimal hierarchy, where individuals direct AI agents in a writing‑heavy system and own outcomes end to end. This setup is intended to empower self‑directed senior contributors to ship quickly with broad scope.
At Edmunds, we make the car buying experience easier. By combining expert vehicle reviews and real-time consumer and automotive market insights with a suite of intuitive shopping tools, we empower millions of people to buy, sell, and price cars with total confidence. While we are an established leader in automotive tech, our company thrives on innovation and agility, pushing the...
Edmunds's Top Workplace Perception Strengths
Work-Life Balance: Feedback suggests flexibility through remote/hybrid options, flexible or unlimited time off, and summer-hour practices makes it easier to manage personal and professional demands. The workplace is often described as results-focused with autonomy over schedules.
Benefits & Perks: Benefits are described as comprehensive, including employer-paid medical coverage, a strong 401(k) match with immediate vesting, paid parental leave, and wellness resources. Additional perks tied to the parent company, such as an employee stock purchase plan and vehicle discounts, are also highlighted.
Belonging & Inclusion: Company materials and employee accounts point to ERGs, inclusive events, and open communication that foster a welcoming environment. Programs like TEDx-style talks, learning days, and “Together Tuesdays” are used to connect distributed teams.
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: Work centers on improving employees’ day‑to‑day digital experiences, making impact visible to IT teams and end users. This tangible mission is described as meaningful and tied to practical outcomes in enterprise environments.
Work-Life Balance: A structured hybrid model, flexible practices, and clear time‑off guidance (including encouragement to take real breaks) are emphasized. Wellness initiatives and remote‑friendly norms are presented as supporting balance across locations and roles.
Benefits & Perks: Total rewards are characterized as competitive, with comprehensive health coverage, equity/bonuses, and generous parental leave. Additional perks such as volunteer days, donation matching, and office wellness amenities are highlighted.
We are an omnichannel customer acquisition platform with offices throughout the US, Canada and Europe. System1 builds desktop and mobile apps, search engines, and online publications that empower consumers with information while respecting their privacy. We also operate brands that include CouponFollow, Startpage and MapQuest. System1 is a champion of AI technology, investing in the first legal AI called Vinny...
System1's Top Workplace Perception Strengths
Work-Life Balance: Work-life balance is considered strong, aided by hybrid and remote options and norms that respect time off. Flexibility by team supports a manageable pace for many roles.
Benefits & Perks: Benefits include comprehensive health coverage and a 401(k) with company match, alongside perks such as education subsidies, catered meals, wellness programs, and Employee Resource Groups. Additional perks like fitness stipends, onsite gym access in some hubs, and community involvement are also highlighted.
Team Support: Colleagues are often seen as supportive, with low micromanagement, cross‑functional help, and a team‑first ethos. Open communication is encouraged through an open-door approach and collaborative office setups.
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
Benefits & Perks: Benefits are highlighted as globally inclusive with equity for employees, generous parental leave, wellbeing resources, and hybrid work options that many consider competitive.
Learning & Development: Structured programs, mentorship, and internal mobility (e.g., Orbit/Galaxy and access to platforms like Degreed/LinkedIn Learning) signal strong investment in skills growth and career acceleration.
Market Position & Stability: The company is widely regarded as a category leader in process mining/process intelligence with ongoing product momentum and external recognition, which can translate into impactful work and visibility.
With our world class Global Capability Centre (GCC) in the heart of Hyderabad, we at MassMutual are extending a nearly 170-year legacy of securing futures and protecting loved ones to Telangana, India in 2020. The Hyderabad GCC has been established to explore the global talent pool with an in-house team of experts in full-stack Development & Support, DevOps, Quality Assurance,...
MassMutual India's Top Workplace Perception Strengths
Work-Life Balance: A hybrid model of three in-office days with the remainder remote, plus company-provided transport within 45 km of the Hyderabad site, supports day-to-day balance. The setup helps teams collaborate while preserving flexibility.
Benefits & Perks: Benefits include comprehensive medical coverage for employees and families (including parents/in‑laws), performance-based annual bonuses, and on-site wellness amenities such as a gym, yoga room, and cafeteria. These are complemented by practical perks like free home pick-up and drop-off for eligible employees.
Belonging & Inclusion: Active DEI programs, ERGs, and repeated Great Place to Work recognition in India (including ‘India’s Best Workplaces for Women 2025’) signal an inclusion-minded environment. Company channels also highlight frequent community and cultural events that many candidates value.
TransUnion is a global information and insights company that makes trust possible by ensuring that each consumer is reliably and safely represented in the marketplace. We do this by having an accurate and comprehensive picture of each person. This picture is grounded in our legacy as a credit reporting agency which enables us to tap into both credit and public record...
TransUnion's Top Workplace Perception Strengths
Mission & Purpose: Work is anchored in “Information for Good,” with mission-driven projects across credit, identity, and fraud that have tangible consumer and customer impact; recent launches and acquisitions indicate opportunities to contribute to visible, scaled products.
Benefits & Perks: Benefits are portrayed as comprehensive and people-first, including paid parental leave with a phased return, mental-health resources, caregiver support, and a robust network of employee resource groups.
Work-Life Balance: Flexible time off, hybrid/remote options, and wellness days are emphasized in company materials, signaling structural support for balance across many roles.
Vendavo partners with the world’s leading companies to accelerate growth and profitability, advance innovation, and build more prosperous communities. Our powerful, cloud-based, AI-powered pricing, selling, and prescribing solutions empower global manufacturers and distributors to manage, optimize, and digitize their end-to-end commercial processes. But we offer so much more than software. Our proven, repeatable process, and passionate, experienced people accelerate value...
Vendavo's Top Workplace Perception Strengths
Work-Life Balance: Flexible, remote-first norms, generous PTO, and quarterly recharge days are emphasized. These practices are paired with parental leave and supportive policies that let people manage schedules around life needs.
Team Support: Colleagues are often described as smart, helpful, and collaborative across locations. A supportive, approachable culture with cross-functional teamwork is frequently emphasized.
Learning & Development: Challenging, enterprise-scale pricing and CPQ projects and resources like Vendavo University, paid certifications, and bootcamps are cited as accelerators of growth. The work’s domain depth offers steep learning curves at the intersection of data, pricing science, and change management.
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
Work-Life Balance: Remote-first flexibility, unlimited PTO, and a company-wide year-end break are credited with making it easier to disconnect and manage personal time. Support for async work and periodic in-person gatherings also helps balance flexibility with connection.
Benefits & Perks: Comprehensive benefits—medical, dental, vision, mental-health services, retirement matching, and equity—are coupled with generous parental leave and family-planning support. Connectivity and lifestyle stipends, offsites, and team events reinforce support for distributed work.
Team Support: The culture is often described as collaborative and supportive, with ERGs, culture committees, and values that emphasize transparency and low bureaucracy. Colleagues are frequently portrayed as appreciative and respectful, fostering cross-team cooperation.
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