Best Big Data Companies to Work for (2,229)
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.
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 positioned as systemically important market infrastructure under SEC, CFTC, and Federal Reserve oversight, making contributions feel consequential to U.S. market stability. People motivated by market plumbing and risk management often find the mandate meaningful.
Benefits & Perks: Offerings include comprehensive medical coverage, a 401(k) match, paid parental leave, a hybrid work program, technology stipends, and access to learning resources and internal leadership programs. External recognition and company materials consistently spotlight these total‑rewards elements.
Market Position & Stability: As the world’s largest equity derivatives clearing organization and a designated SIFMU, OCC operates with clear guardrails and predictability in a regulated environment. This scale and status provide a strong sense of organizational durability across cycles.
Arcadia is a leading healthcare data analytics platform that helps payers and providers turn complexdata into actionable insights. In turn, payers and providers can focus on what matters most — whether that’s patient outcomes, operational efficiencies, or financial performance. Arcadia partners with many of the nation’s top healthcare organizations and empowers its teams to drive real-world impact through innovation, collaboration,...
Arcadia's Top Workplace Perception Strengths
Mission & Purpose: Work is tied to population health and value-based care, giving many roles a clear line of sight to improving outcomes and reducing costs. Company materials emphasize enabling providers, payers, and government agencies to act on healthcare data.
Work-Life Balance: The organization presents a remote- and hybrid-friendly setup with “work from anywhere” flexibility in many roles, which feedback suggests helps employees manage personal and professional demands. Careers content highlights distributed teams and flexible PTO.
Benefits & Perks: Benefits include medical/dental/vision from day one, employer-paid disability, HSA/FSA options, a 401(k) match, flexible PTO, and investment in professional training. These offerings are consistently listed across company materials and profiles.
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: Work on beloved, global brands tied to a clear purpose of empowering people to snack right is often described as motivating and values‑aligned. Company narratives emphasize a purpose‑led, inclusive culture that resonates with many.
Learning & Development: Investment in learning libraries, mentoring, leadership programs, and structured early‑career paths creates meaningful growth and mobility in a global matrix. Feedback suggests employees can move across functions and markets with a learn‑by‑doing ethos.
Benefits & Perks: Comprehensive benefits and total‑rewards offerings—such as medical, dental/vision, 401(k), life/disability, EAP, and family‑forming support—are consistently highlighted. External recognition as a Global Top Employer reinforces the maturity of people practices.
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.
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
Autonomy: Work is often owned end-to-end by small, senior-leaning teams, giving individuals broad scope and decision latitude. High-trust, low-bureaucracy norms and direct access to founders support rapid iteration and visible impact.
Compensation: Pay is considered competitive with meaningful equity and bonuses alongside comprehensive health coverage. Perks such as generous parental leave, daily meals, and hybrid flexibility reinforce a well-rounded package.
Innovation & Products: Day-to-day work centers on compression, deduplication, privacy detection/masking, and lakehouse performance at large scale. Active cloud integrations and a research-to-production posture signal a strong focus on shipping advanced infrastructure.
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.
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 are described as standout, including 100% employer‑paid medical, dental, and vision for employees and dependents, flexible PTO, and robust family support such as parental leave and childcare benefits. Equity and bonus eligibility, seasonal company breaks, and learning or lifestyle stipends further reinforce a benefits‑forward package.
Work-Life Balance: A remote‑first, results‑first model with async‑friendly practices, recorded meetings, and a no‑meeting midweek focus day supports sustainable pace and flexibility. Leaders publicly model boundaries, and employees note freedom to manage personal and family needs without jeopardizing work.
Mission & Purpose: Work centers on modernizing life and annuity infrastructure—underwriting, origination, and administration—for major carriers. Feedback suggests this mission feels meaningful and impact‑oriented in a regulated, legacy industry.
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, data-heavy supply chain visibility and AI that supports 1,600+ brands and millions of daily shipments, making outcomes feel consequential. The company positions this as meaningful, global logistics impact across hubs in Chicago, Chennai, and Amsterdam.
Benefits & Perks: Benefits include wellness programs, flexible scheduling, generous PTO and parental leave, comprehensive health coverage, equity, bonuses, and 401(k) matching. Public materials also highlight recharge days, volunteer time, and hybrid-friendly offices that support a people-first approach.
Learning & Development: Learning is emphasized through mentorship, customized development tracks, conferences, and ongoing training across functions. Programs like FourKites Academy and cross-functional projects create opportunities to take on responsibility and grow skills.
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: The mission to transform cardiovascular care through continuous, real‑world heart data is prominently positioned under a “Patients at Heart” ethos, giving many roles clear line of sight to patient impact. Public materials and initiatives like FDA‑cleared modules, the OCORO Heart Study, and the Prolaio Workbench reinforce purpose‑driven work at the intersection of devices, data, and clinical research.
Benefits & Perks: Benefits are described as comprehensive, including day‑one medical/dental/vision with high employer contributions, generous PTO and holidays, paid parental and caregiver leave, a monthly wellness stipend, equity/bonus programs, an ESPP, and a 401(k). Additional perks such as commuter benefits, onsite amenities, and professional development support are also highlighted.
Team Support: Colleagues are often seen as collaborative, responsive, and willing to share knowledge, supported by open‑door norms, team‑based planning, and employee recognition programs. This emphasis on trust and cross‑functional problem‑solving creates an environment where people feel supported and aligned.
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.
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
Work-Life Balance: A structured hybrid cadence (Tue–Thu in office, Mon/Fri remote) and unusually generous time off are described as supporting balance while maintaining in-person collaboration. Feedback suggests time away and personal commitments are respected.
Benefits & Perks: Health coverage contributions, a 401(k) match, equity/bonuses, and 16 weeks fully paid parental leave sit alongside wellness tools, commuter benefits, and a workstation budget. These offerings point to a comprehensive package beyond basics.
Learning & Development: Rapid responsibility, mentorship and leadership programs, weekly development check-ins, and an annual learning budget are highlighted across roles. Access to VPs and the CEO and regular ‘Lunch and Learns’ reinforce on-the-job learning.
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: Work is often described as meaningful and tied to improving the health system at national scale, enabled by the resources of UnitedHealth Group. Company materials emphasize operating as “one Optum” to improve health outcomes.
Work-Life Balance: Flexible, remote or hybrid arrangements are noted across many roles, supporting balance in analytics, clinical operations, and customer support. Flexibility is described as team- and manager-dependent, with on-site expectations varying by location.
Benefits & Perks: Benefits are considered comprehensive, with health coverage and tax-advantaged accounts such as HSA/FSA/HRA and commuter benefits highlighted through Optum Financial. Official materials describe broad medical, leave, retirement, and well-being programs consistent with a large enterprise.
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.
Possible Finance is on a mission to make financial health possible for everyone. We build products for the millions of Americans who live paycheck to paycheck, face unpredictable income, or can't get a fair shot from traditional banks and credit systems — people who are routinely ignored or penalized by mainstream financial institutions. That's why our products are designed differently. We...
Possible Finance's Top Workplace Perception Strengths
Mission & Purpose: The company is a Public Benefit Corporation centered on expanding access to credit for underserved borrowers, tying daily work to tangible customer outcomes. Rapid shipment of customer‑facing features and an impact‑first narrative reinforce day‑to‑day purpose.
Manager Effectiveness: Leaders emphasize approachability and servant leadership that enable autonomy and ownership. Regular recognition rituals and transparent communication foster support and clarity.
Work-Life Balance: Flexible hours, hybrid/remote options, discretionary time off, and a company‑wide unplug week signal a strong emphasis on balance. Policies rely on trust rather than strict tracking of vacation or sick time.
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.
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.
At Morningstar, we believe in building great products in-house in a highly collaborative, agile environment where we focus on technical excellence, the user experience, and continuous improvement. Our technologists represent a range of skills and experience levels, but they all view their work as a craft and push technology’s boundaries.
Morningstar's Top Workplace Perception Strengths
Mission & Purpose: The north star of “empowering investor success” and day‑to‑day work tied to independent research, data, and tools create a strong sense of meaning. Roles across research, product, and tech often have a clear line to investor outcomes.
Work-Life Balance: A structured hybrid model alongside trust‑based time off and recurring sabbaticals is positioned to support personal needs and well‑being. Flexibility is presented as a consistent pillar, with specifics clarified by role and location.
Learning & Development: Structured training, tuition assistance, and programs like the Morningstar Development Program promote skill‑building and internal mobility across research, data, product, and tech. Company materials emphasize continuous learning and cross‑team opportunities.






















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