Best Big Data Companies to Work for (2,281)

Team Support: Colleagues are often described as talented, collaborative, friendly, and supportive. Trust in peers, a sense of belonging, and approachable managers are commonly highlighted.

Work-Life Balance: The environment is frequently characterized as laid-back with flexibility and remote options that support personal balance. Company messaging also emphasizes work/life balance and employee support.

Autonomy: Employees point to meaningful ownership, open communication, and the freedom to solve problems without heavy micromanagement. Opportunities to learn and operate independently are noted across teams.

Mission & Purpose: The mission to detect cancer early is widely described as a powerful source of meaning and motivation. Feedback suggests day-to-day work feels impactful because it ties directly to patient outcomes and high-stakes science.

Team Support: Colleagues are often portrayed as smart, collaborative, and supportive, creating a strong peer environment. Feedback suggests cross-functional teamwork and opportunities to own meaningful projects are common positives.

Benefits & Perks: Pay and benefits are frequently considered competitive, with mentions of comprehensive health coverage, flexible time off, and hybrid/remote options. Feedback suggests wellness resources and occasional shutdowns add to the appeal.

Mission & Purpose: Work focuses on improving healthcare through data and is often described as meaningful and impactful. The mission is consistently portrayed as motivating across engineering, data, and customer-facing roles.

Work-Life Balance: Remote and flexible work are highlighted, with a distributed U.S. workforce and policies like flexible or unlimited PTO. Flexibility and remote work emerge as recurring positives.

Team Support: Colleagues are often seen as supportive and collaborative, with teams described as caring about customers. Strong individual contributors and teamwork are frequently emphasized.

Mission & Purpose: Work is repeatedly portrayed as meaningful and closely tied to improving patient care in genomics and precision medicine. Feedback suggests this shared purpose helps unify teams across a global, cross-disciplinary setup.

Team Support: Colleagues are often described as smart, collaborative, and supportive, with strong camaraderie across regions and functions. Cross-border collaboration and technically sophisticated peers are highlighted as energizing aspects of daily work.

Learning & Development: Employees point to steep learning curves, modern cloud/AI technologies, and cross-functional projects that accelerate growth. Company materials also emphasize mentorship, onboarding, and leadership development.

Autonomy: Feedback suggests employees enjoy substantial ownership and early impact, with norms like moving fast and shipping meaningful work quickly. This environment appears to grant wide latitude to define work and make decisions quickly.

Team Support: Colleagues are often described as smart, supportive, and highly collaborative, with approachable leaders who foster cross‑functional problem solving. Feedback suggests teamwork and positivity are emphasized alongside execution.

Innovation & Products: Work centers on cutting‑edge data reliability and AI/agent observability, offering complex, evolving problems tied to real customer outcomes. Feedback suggests this provides meaningful, high‑impact projects across engineering and product.

Mission & Purpose: Work centers on cardiovascular clinical intelligence, remote monitoring, and clinical research, giving many roles a direct line to patient impact and care outcomes. Public materials frame the environment as purpose-driven for people across clinical, data, product, and engineering.

Team Support: Colleagues are often described as collaborative and responsive, with cross-functional trust, open communication, and accessible leadership. Descriptions highlight teammates stepping in when priorities shift and a team-based planning approach.

Benefits & Perks: Benefits are advertised to include medical, dental and vision coverage, PTO and paid holidays, 401(k), parental leave, wellness support, commuter benefits, office snacks/lunches, and access to an onsite gym. Workplace setup is described as hybrid with remote and flexible-schedule options and, in some cases, a wellness/lifestyle stipend.

Team Support: Descriptions emphasize a collaborative, low-ego culture with psychological safety, open debate, cross-functional problem-solving, and accessible leadership. The environment is repeatedly portrayed as supportive even amid a fast pace.

Autonomy: Public materials describe meaningful responsibility from day one, high ownership, and encouragement to think beyond narrow role boundaries. Small-team structure provides proximity to leaders and rapid translation of ideas into business impact.

Benefits & Perks: Listings indicate competitive salary, health/dental/vision coverage, 401(k) matching, generous PTO and paid holidays, parental leave, flexible/hybrid work options, and extras like paid parking, wellness programs, and an Annual Quiet Week. These signals point to a relatively comprehensive package for an early-stage company.

Learning & Development: Learning is emphasized with formal programs such as professional-skills training, coaching, leadership development, and regular growth discussions, and many employees describe meaningful opportunities to learn new things. Engineering contexts are often portrayed as technically deep with mentorship, strong onboarding, and ownership early in one’s career.

Compensation: Pay is considered competitive, with total rewards frequently highlighted as a strength alongside broad health, family, wellness, equity, and time-off offerings. Company materials and employee accounts alike describe compensation and benefits as a notable positive relative to other aspects of the experience.

Autonomy: Autonomy is strongly encouraged through values like “Own What You Do” and a debate-then-commit ethos, with individuals expected to take initiative and be accountable for outcomes. Flexible working models (in-office, hybrid, fully remote, and customer-facing remote) further reinforce trust in how people structure their work.

Team Support: Colleagues are often seen as supportive and helpful, contributing to a collaborative, low‑ego atmosphere across offices. Feedback suggests day‑to‑day interactions feel welcoming and social, with peers willing to help.

Compensation: Pay is considered competitive in many roles, with strong salaries, bonuses, and equity cited. Feedback suggests compensation stands out relative to areas like promotions.

Benefits & Perks: Offices commonly offer catered meals, stocked kitchens, wellness spaces, and social events alongside solid health and parental benefits. Feedback suggests hybrid arrangements and time off are supported, though specifics vary by team and location.

Work-Life Balance: Work-life balance is considered a recurring strength, with flexibility around remote/hybrid work and time off frequently highlighted. Feedback suggests employees are able to maintain personal time while meeting goals.

Team Support: Colleagues are often described as supportive and collaborative, with teams emphasizing learning and a positive environment. Feedback suggests day-to-day interactions and culture contribute meaningfully to satisfaction.

Benefits & Perks: Benefits are portrayed as comprehensive, including parental leave, flexible time off, wellness resources, and development programs. Feedback suggests these offerings meaningfully enhance the overall employee experience.

Work-Life Balance: Flexible, remote arrangements are consistently described as a strength, supporting balance across time zones. Many note that schedules and location flexibility make it easier to manage personal commitments.

Team Support: Colleagues are often seen as smart, helpful, and collaborative, creating a supportive day-to-day environment across global teams. This peer quality helps mitigate challenges that arise in complex, enterprise work.

Autonomy: Work is frequently characterized as high-trust with relatively little micromanagement, allowing people to take ownership and experiment. This autonomy is cited alongside opportunities to learn from complex pricing and enterprise problems.

Work-Life Balance: Flexible remote, hybrid, and scheduling options are often highlighted as making it easier to manage personal commitments. Feedback suggests some roles also provide autonomy that helps maintain balance despite a fast-paced environment.

Benefits & Perks: Flexible time off, 401(k) matching, tuition assistance, and commuter benefits are repeatedly described as meaningful advantages. These offerings appear especially attractive alongside remote-friendly roles.

Team Support: Colleagues and immediate supervisors are often seen as helpful and understanding, fostering camaraderie that improves day-to-day experience. Feedback suggests peer support helps teams handle high-pressure moments.

Work-Life Balance: Day-to-day conditions are described as balanced, with reasonable workloads and a hybrid model of three in-office days that many find sustainable. Feedback suggests this is the most consistently strong aspect of the experience.

Team Support: Colleagues are often seen as supportive and the environment friendly, contributing to a collaborative atmosphere. Feedback suggests approachable managers and positive culture help teams operate smoothly.

Benefits & Perks: Benefits are considered decent-to-strong, including comprehensive medical coverage, transport facilities, learning programs, and on-site amenities like gym and wellness spaces. Feedback suggests the total package feels attractive when combined with stability and work-life balance.

Work-Life Balance: Flexible schedules and reasonable hours are commonly described, with hybrid policies and trust-based time off supporting balance. Many roles report a manageable pace compared with higher-pressure finance or big-tech environments.

Team Support: Colleagues are often seen as supportive, collaborative, and inclusive, fostering a collegial “one-team” environment. Day-to-day interactions are frequently characterized by approachable, helpful teammates.

Learning & Development: Professional growth is emphasized through training, education support (e.g., CFA), and internal mobility opportunities. Early-career pathways and skill-building are highlighted across several functions.

Mission & Purpose: The mission is frequently described as meaningful, with visible impact on helping members find higher‑quality, lower‑cost care. This sense of purpose is reinforced by work on consequential healthcare problems.

Autonomy: Roles commonly feature end‑to‑end ownership with relatively little bureaucracy, enabling substantial responsibility early. Engineering materials and firsthand accounts highlight broad scope and trust to build and iterate.

Career Growth: Growth opportunities are portrayed as strong, including coaching, training, certification support, and chances to expand scope. Several accounts point to rapid learning and advancement for those who excel in a high‑expectations setting.

Autonomy: Roles are described as offering end-to-end ownership on deep systems problems within a small, senior-leaning team. Individuals can work across different parts of the system and have visible impact.

Innovation & Products: Work spans AI/data infrastructure including compression, privacy, lakehouse optimization, distributed systems, and stateful AI agents. The environment is characterized as ambitious with smart colleagues and difficult problems.

Learning & Development: Employer materials highlight job training, conference support, tuition reimbursement, Lunch & Learns, and customized development tracks. These programs are presented alongside engagement practices and in-person all-hands to reinforce growth and connection.

Team Support: Colleagues are frequently described as smart, helpful, and collaborative, creating a supportive day-to-day environment. Feedback suggests cross-team teamwork and approachable leaders reinforce this sense of backing.

Autonomy: Employees are commonly trusted to own projects without micromanagement and to take initiative. Feedback suggests leadership accessibility and an open culture help sustain this ownership.

Work-Life Balance: Work-life balance is often portrayed as a strength, with flexibility and time-off support noted positively. Feedback suggests that while the pace can spike, many teams still maintain reasonable balance.

Work-Life Balance: Flexible remote/hybrid options and schedule flexibility are frequently highlighted, and feedback suggests balance is a relative strength across many roles. Some teams describe manageable workloads and accommodating schedules that support personal life.

Mission & Purpose: Work connected to improving healthcare, care delivery, and health technology is often seen as meaningful, and feedback suggests a clear sense of purpose. This mission orientation is cited as a reason people stay engaged.

Team Support: Colleagues are commonly described as smart, caring, and supportive, with some teams and managers noted as accommodating. Many accounts point to good immediate teams even when broader corporate issues arise.

Work-Life Balance: Flexible, remote-first work with unlimited PTO and purposeful in‑person gatherings is portrayed as supporting balance. Policies like year‑end closures and async norms are cited as meaningful enablers.

Team Support: Colleagues are often described as smart, collaborative, and helpful across functions. Low micromanagement and supportive engineering practices are highlighted as day-to-day strengths.

Autonomy: Employees are depicted as having end-to-end ownership and latitude to act without heavy bureaucracy. Cultural pillars emphasize agency/urgency and fast decision-making.

Autonomy: Day-to-day work is characterized by high agency, few meetings, and a strong bias toward action. Feedback suggests this trust and low bureaucracy enable broad ownership and quick execution.

Learning & Development: Work exposes people to complex, AI‑driven analytics problems and frequent product releases. Feedback suggests this provides strong learning opportunities and rapid skill growth.

Team Support: Colleagues are often described as smart, ambitious builders who push one another to learn and improve. Feedback suggests a supportive culture centered on constructive feedback and collaboration.