Best Big Data Companies to Work for (2,196)
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 is consistently framed around democratizing healthcare through AI-driven genomics, with a patient-centered focus and a “We Care” mantra. Many describe the mission as meaningful and motivating.
Team Support: Colleagues are often characterized as smart, supportive, and collaborative across a global, hybrid setup with initiatives that foster connection across time zones. This environment enables cross-functional work and a positive team spirit, especially in technical and R&D groups.
Innovation & Products: The SOPHiA DDM platform is portrayed as advanced and impactful, with growing adoption creating opportunities to work at scale. Product work sits at the cutting edge of clinical genomics, AI, and cloud.
Mondelēz International, Inc. (NASDAQ: MDLZ) is an American multinational confectionery, food, and beverage company based in Illinois which employs approximately 90,000 individuals around the world. Our Purpose Our purpose is to empower people to snack right. We will lead the future of snacking around the world by offering the right snack, for the right moment, made the right way. Our...
Mondelēz International's Top Workplace Perception Strengths
Mission & Purpose: A clear mission to “empower people to snack right” and the “Snacking Made Right” platform appear in reporting, codes of conduct, and programs like Cocoa Life. This purpose orientation is visible across sustainability narratives and governance materials.
Market Position & Stability: Iconic global brands and operations across more than 150 countries provide scale, resources, and cross‑regional work opportunities. Brand reach and global footprint create chances to collaborate across functions and markets.
Career Growth: The company emphasizes “learn by doing,” ownership, and internal mobility, with many functions offering strong exposure and development. Structured development messaging and on‑the‑job learning pathways support advancement for proactive employees.
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 underpins market stability and risk management as the central counterparty for U.S.-listed options, offering purpose-driven impact in financial market infrastructure. Feedback suggests safeguarding markets and contributing to systemic resiliency is motivating for many.
Benefits & Perks: Total Rewards emphasis includes comprehensive healthcare, paid parental leave, retirement matching, student loan and tuition support, commuter benefits, and technology stipends. Feedback suggests compensation and benefits are considered competitive with solid ancillary perks.
Learning & Development: Company materials highlight ongoing training, certification support, leadership programs, and exposure to cloud, DevOps, and data modernization of core platforms. Feedback suggests employees gain niche expertise in clearing, risk, and modernizing critical systems.
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
Mission & Purpose: Work on electrification, software-defined vehicles, and advanced manufacturing is described as energizing and high-impact. The new Detroit headquarters signals continued investment and a more modern workplace footprint.
Benefits & Perks: Total rewards include comprehensive healthcare, tuition assistance, and family-building support with a combined $40,000 lifetime maximum. Employees also highlight volunteer opportunities and other perks that support life outside work.
Career Growth: Internal mobility, upskilling, technical education pathways, and mentorship programs are emphasized. Early‑career roles often provide strong exposure and learning through structured development resources.
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: A notably rich benefits package—combining a strong retirement program, well‑being stipend, generous leaves, charitable match/volunteer time, and comprehensive health and mental‑health support—is consistently highlighted across the materials. These offerings are positioned as holistic and substantial across corporate roles.
Work-Life Balance: A structured hybrid approach pairs regular in‑office collaboration with designated remote weeks and added flexibility, framed as a pragmatic middle ground. This setup aims to balance team connection with personal flexibility across many corporate functions.
Market Position & Stability: A long‑tenured mutual insurer with strong financial footing and a long‑term orientation is presented as resilient through cycles. This backdrop supports perceptions of dependable resources and steadier employment conditions.
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
Mission & Purpose: Work centers on ML-driven products that reduce e-commerce fraud and policy abuse for global brands, creating data-rich, customer-visible impact. Employees highlight tangible, measurable outcomes from this focus.
Work-Life Balance: NYC roles follow a structured hybrid rhythm of three in-office days and two remote, described as a workable middle ground. Time and location flexibility, generous PTO, and periodic company Recharge Weekends further support balance.
Benefits & Perks: Offerings include fully covered medical, dental, and vision from day one, equity for all, 401(k) matching, and wellness perks like catered lunches and yoga/pilates. Additional programs such as therapy coverage, commuter benefits, and continuing education stipends are available.
“In 36 months, agentic AI systems will be an operating reality across major institutions. We intend to be central to it.” — Dr. Jim Rebesco, Cofounder and CEO, Striveworks The next era of American leadership will be defined by whether our AI systems can work when and where it matters most. Since 2018, Striveworks has delivered the most trusted AI...
Striveworks's Top Workplace Perception Strengths
Mission & Purpose: Work centers on deploying operational AI for U.S. defense across cloud‑to‑edge contexts, tied to Army command‑and‑control efforts and Navy demonstrations. Public signals of multi‑year government awards and mission proximity suggest meaningful, real‑world impact.
Autonomy: Leadership is described as high‑trust with minimal micromanagement, giving ownership from day one and allowing individuals to drive outcomes. Small, cross‑functional teams, pair programming, and open‑door norms enable independent execution with accessible support.
Career Growth: Promote‑from‑within practices and early responsibility create clear avenues to advance and broaden scope. Breadth across ML, data, DevOps, and edge deployment offers progression through varied, high‑impact work.
InterSystems builds the software that makes complex systems work—reliably, securely, and at scale. For more than 45 years, we’ve been the information engine behind some of the world’s most mission-critical applications in healthcare, government, and business. Our data management, integration, and analytics technologies help organizations connect disparate systems, turn data into insight, and deliver better outcomes. From enabling interoperable healthcare and...
InterSystems's Top Workplace Perception Strengths
Mission & Purpose: Work centers on mission-critical data platforms and healthcare systems used by major enterprises and hospitals, creating a strong sense of real-world impact. The connection between technical quality and outcomes is emphasized, making day-to-day work feel consequential.
Team Support: Colleagues are often characterized as smart, respectful, low-ego, and collaborative, with cross-functional teaming to solve customer problems. Managers are described as accessible and open to ideas, reinforcing a supportive environment.
Job Stability: A privately held, profitable, long-standing company with global reach provides a steady environment and long tenures. Stability enables focus on customer success and product quality over short-term pressures.
Nextpoint is a Chicago-based legal technology company that has been building cloud-based eDiscovery and litigation software since 2001. We make it simpler for law firms, corporate legal teams, and government agencies to manage the full lifecycle of litigation — from data ingestion and document review to case preparation and trial presentation. Our platform is built on the cloud, which means legal...
Nextpoint's Top Workplace Perception Strengths
Team Support: Colleagues are often seen as smart, supportive, and collaborative, with genuine camaraderie and cross‑departmental work without unnecessary silos. A psychologically safe, people‑first culture is frequently emphasized.
Benefits & Perks: Work arrangements and perks include hybrid/remote flexibility, generous PTO, mental health days, professional development stipends, and free in‑office lunches in Chicago. Comprehensive health coverage, 401(k) matching, and monthly flexible stipends are highlighted.
Autonomy: Employees are given real ownership and autonomy to do their best work, with visible impact and encouragement to bring their whole selves. Company‑wide OKRs, town halls, and development programs support independent decision‑making and growth.
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 with “special forces” style sovereignty, minimal hierarchy, and high individual ownership, enabling fast shipping and broad scope. This setup is appealing for self-directed senior builders who want end-to-end responsibility.
Compensation: Pay is characterized as top-tier with an ownership-oriented design that includes profits-interest units and annual liquidity. This structure aims to align value creation with meaningful upside beyond base salary.
Market Position & Stability: The business positions itself as bootstrapped and profitable with long-running operations and real commerce scale in the billions of GMV. Such footing can reduce external pressures and provide focus for a small, senior team.
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
Market Position & Stability: External recognition as a leader in B2B pricing and strong customer sentiment point to solid market footing with meaningful resume value in pricing, CPQ, and rebates. This positioning offers exposure to large multinational customers within a mid-sized organization.
Work-Life Balance: The company emphasizes remote-friendly flexibility, work-life harmony, and distributed work options. Practices such as recharge days and parental leave reinforce a culture that supports time and location flexibility.
Team Support: Colleagues are often described as smart, friendly, and collaborative, with cross-border teamwork and connection rituals. A culture of flexibility, ownership, and continuous learning aims to foster supportive collaboration.
At Bestow, we’re on a mission to increase financial stability for everyone. We’re building the technology to modernize the life insurance industry and make things easier on everyone from consumers to carriers. It’s an audacious goal, sure. But we’re just crazy enough to pull it off.
Bestow's Top Workplace Perception Strengths
Benefits & Perks: Benefits include 100% employer-paid healthcare for employees and families, flexible PTO, equity and bonus eligibility, retirement and FSA programs, and education or lifestyle stipends. Additional perks such as company-wide seasonal breaks and in-office meals and events are highlighted.
Team Support: Colleagues are often described as genuinely nice, welcoming, and supportive of mutual success. Collaboration is encouraged through HQ visits, off-sites, and social gatherings that help teams connect.
Mission & Purpose: Work is framed around modernizing life insurance and increasing financial stability via a platform for carriers and annuities. Employees are encouraged to bring curiosity and imagination to contribute to a mission-driven environment.
Our mission is to remove inefficiency from the foundation of AI. By combining new research in information theory, probabilistic modeling, and distributed systems, we’re creating self-optimizing data infrastructure that continuously improves how information is represented and used by intelligent systems.
Granica's Top Workplace Perception Strengths
Compensation: Pay is positioned as competitive and transparent for core technical roles, with ranges publicly listed for senior engineering, research, and management. Total rewards also highlight equity and performance bonuses as standard components.
Innovation & Products: Work centers on deep AI data infrastructure such as compression, privacy, and lakehouse optimization, combining academic research with hardened, large‑scale systems. Outcomes are framed around measurable improvements in storage efficiency and query performance with direct customer impact.
Autonomy: Roles are described as high‑ownership within a small, research‑forward team, where individuals span design, implementation, and production responsibilities. Collaboration between research and engineering is emphasized, enabling end‑to‑end impact.
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 is organized around high trust with very few meetings and a clear bias toward action, enabling individuals to own projects end‑to‑end. This setup appeals to builders who want to ship quickly and see visible impact.
Innovation & Products: A rapid public changelog and focus on AI, agentic notebooks, data apps, and core infrastructure signal a modern, technically interesting product surface. Frequent, meaningful releases create momentum that can be energizing for product and engineering talent.
Benefits & Perks: Compensation is supported by market‑benchmarked salary and equity alongside comprehensive health coverage, flexible PTO, parental leave, and a 401(k) match. Additional perks like home‑office stipends, relocation assistance, and continuing education stipends round out the package.
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
Mission & Purpose: Work centers on building a category‑defining platform that aligns engineering with business outcomes, with pride in ongoing AI guidance features. Feedback suggests this clear mission energizes teams and reinforces impact.
Team Support: Colleagues are often seen as smart, collaborative, and willing to help across a distributed setup, with regular knowledge‑sharing rituals strengthening cohesion. Feedback suggests respectful, thoughtful leadership and effective remote collaboration underpin a supportive environment.
Benefits & Perks: Benefits include flexible time off, company holidays, equity, parental leave, comprehensive health coverage, retirement resources, commuter or home‑office support, and regular team events. Feedback suggests these offerings pair well with remote/hybrid options to support work‑life needs.
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
Innovation & Products: Teams build and support a widely used, cloud‑first data platform (MongoDB Atlas) central to modern application and AI workloads. Company materials emphasize impact and ownership through values such as “Think Big, Go Far” and “Own What You Do.”
Benefits & Perks: Compensation includes competitive pay with equity programs (RSUs/ESPP), a 401(k) match, comprehensive medical coverage, and generous parental leave. Family‑building benefits stand out, with fertility, adoption, and surrogacy support reimbursed up to a $50k cap in the U.S.
Learning & Development: Enablement and training are highlighted as best‑in‑class, with strong onboarding, mentorship, and continuous learning programs. Early‑career paths and proactive mentorship provide opportunities to expand scope, particularly for junior engineers.
Garner Health is a health tech startup that is transforming the healthcare economy by enabling patients to receive high-quality and affordable care. Garner Health has two core offerings: Garner, a benefit program that uses a new approach to data science and incentive accounts to help employees find the best doctors in their communities, and Garner DataPro, a provider recommendation platform...
Garner Health's Top Workplace Perception Strengths
Mission & Purpose: The mission to improve healthcare affordability and outcomes by steering members to high‑performing providers through data and aligned incentives is presented as meaningful work. Employees often describe pride in contributing to tangible patient and employer impact.
Team Support: Colleagues are frequently portrayed as empathetic, knowledgeable, and collaborative across functions, supported by open, high‑candor communication and trust‑building. Cross‑functional work with clinicians, engineers, and benefits operators is highlighted as engaging and effective.
Benefits & Perks: Employees on company plans can access substantial reimbursement via the Garner benefit when using designated providers, alongside flexible PTO, parental leave, hybrid/remote options, and a 401(k) with company match. Periodic in‑person gatherings and offsites reinforce connection in a distributed setup.
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 digital employee experience, and strong practitioner sentiment around the platform makes contributions feel meaningful. Feedback suggests this mission clarity resonates across product, engineering, customer success, and sales roles.
Market Position & Stability: Positioning as a DEX leader, positive customer sentiment, and a majority investment with leadership continuity signal momentum and resources for continued growth. Feedback suggests these signals contribute to confidence in the company’s trajectory.
Work-Life Balance: Flexible, hybrid arrangements and an explicit emphasis on well‑being support reasonable balance in many roles. Team norms around in‑person collaboration are articulated, helping candidates calibrate expectations by function and region.
DISQO is a leading provider of advertising intelligence, measuring brand and performance outcomes across every media channel to power data-driven marketing decisions. Trusted by 500+ of the world’s largest brands and 150+ agency and media partners, and recognized by Inc., Deloitte, Ad Age, Digiday, Forbes, and Cynopsis, DISQO is redefining the power of measurement in advertising.
DISQO's Top Workplace Perception Strengths
Market Position & Stability: Recent partnerships and ecosystem references (e.g., Vevo naming DISQO its preferred U.S. brand outcomes partner and a 2026 Comcast Advertising outcomes announcement) indicate momentum and relevance in ad measurement and CTV. Such customer-facing wins suggest work that feels impactful for go-to-market, product, and analytics teams.
Benefits & Perks: Company materials and third‑party profiles highlight comprehensive healthcare, wellness programs, and a structured hybrid model that supports flexibility. Culture recognitions (e.g., Built In’s Best Place to Work) align with strong perks and employee programs.
Career Growth: Programs like LinkedIn Learning, annual hackathons, and opportunities to move across departments point to meaningful development pathways. A growth mindset emphasis and visible product/partner activity signal avenues to build skills and advance.
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 is tightly tied to reducing cardiovascular disease through continuous, real‑world heart data, a national remote study, and clinical‑grade software. This gives many roles direct line‑of‑sight to patient impact and precision cardiology outcomes.
Benefits & Perks: Benefits include day‑one medical, dental, and vision coverage with high employer contribution, generous PTO and holidays, and a monthly wellness/lifestyle stipend. Materials also cite 401(k), equity or bonuses, parental leave, disability/life coverage, commuter perks, and hybrid flexibility.
Learning & Development: Daily collaboration across cardiology, data science/ML, product, and privacy/regulatory is positioned to accelerate learning and broaden skill sets. A stated growth mindset and user‑centered projects provide structured opportunities to build domain and product capabilities.










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