Top Big Data Companies With Best Career Growth & Development (2,162)

Training & Education Access: Company materials cite education subsidies, access to LinkedIn Learning, lunch-and-learns, and hackathons that indicate structured upskilling channels. Candidates are advised to verify these programs remain active and funded post-restructuring.

Challenging Assignments: Work on the AI/ML-powered RAMP platform and search monetization offers hands-on experimentation, optimization at scale, and fast feedback loops. The adtech/ML focus provides practical exposure to performance marketing problems.

Cross-Functional Experience: Operating across brands like Startpage and MapQuest provides varied product surfaces, datasets, and user problems to learn from. A smaller org size typically expands responsibility and iteration speed across functions.

Cross-Functional Experience: Work spans genomics, bioinformatics/ML, clinical operations, regulatory strategy, and commercialization with active partner integrations and collaborations. Large studies and external engagements create frequent opportunities to operate across disciplines.

Exposure & Visibility: High-profile study readouts and conference presentations (e.g., PATHFINDER 2 at major congresses) provide visible platforms for contributions. Global collaborations and access expansion efforts offer additional avenues to engage broader markets and launches.

Professional Development: Company materials emphasize growth through mentorship, training, conferences, and paid certifications. Feedback suggests managers provide support and recognition, with some teams explicitly advocating for career development.

Leadership Development: Structured internships and Leadership Development Programs, including finance tracks and global “Taste the Future” schemes, provide rotations, real projects, and formal training that build leadership capability with placement into roles upon completion. Company materials also reference technical and leadership programs and succession practices that deepen the pipeline.

Internal Mobility: Public career stories showcase colleagues moving across R&D, Sales, Operations, and Marketing, signaling sponsorship and cross-team movement. An internal development marketplace for short-term cross-functional gigs further broadens skills and visibility across regions.

Training & Education Access: A learning ecosystem—courses, a virtual university, technical programs, and tuition reimbursement for many U.S. roles—supports continuous upskilling. Bite-sized modules and formal coursework complement on‑the‑job learning.

Training & Education Access: The company offers continuing education stipends, job training, conferences, and online course subscriptions, alongside internal and external training programs with annual learning budgets. Public materials also reference customized development tracks that formalize ongoing upskilling.

Challenging Assignments: Work centers on deep-learning–driven programmatic systems, high‑throughput infrastructure, and emerging privacy technologies, providing complex, hands‑on problems and rapid iteration. Exposure spans branding, video, in‑app, and self‑serve products, broadening technical and commercial challenges.

Internal Mobility: Employer materials signal promotion from within and showcase internal progression stories, and the global footprint plus dedicated AI/Creative labs can open paths across teams and specialties. Feedback suggests opportunities to take ownership and move into leadership tracks with manager-aligned development plans.

Internal Mobility: Program descriptions highlight rotational pathways in actuarial, cybersecurity, and operations that create structured on‑ramps and role transitions. Feedback suggests pathways are especially clear for early‑career talent in these functions.

Training & Education Access: Company materials indicate all employees have access to self‑paced learning paths alongside educational assistance for degrees and certifications. Regular performance conversations and development planning are positioned as standard parts of growth.

Leadership Development: Descriptions emphasize mentorship, manager training requirements, leadership forums, and business‑immersion simulations that build leadership capabilities. Feedback suggests coaching and leadership preparation are embedded within formal programs.

Cross-Functional Experience: Cross-functional collaboration across software, data science, clinical operations, and wet labs is highlighted as a core way of working, broadening context and accelerating learning. Partnerships and scaling projects often involve multi‑disciplinary teams, expanding exposure to adjacent domains.

Training & Education Access: Formal programs such as Manager University and the employee‑led Tempus Board of Education, along with mentorship, training, conferences, and lunch‑and‑learns, indicate structured opportunities to build skills. Company materials also emphasize learning‑by‑doing and resources that support ongoing education.

Challenging Assignments: Complex, data‑rich work at scale in AI‑enabled precision medicine creates stretch opportunities and meaningful problem‑solving. Rapid growth and major collaborations open new project areas where ownership can expand.

Growth Culture: The careers page highlights intellectual humility, knowledge-sharing, psychologically safe debate, and values like Kaizen and Ubuntu, indicating a strong emphasis on continuous learning. Feedback suggests collaboration and respectful debate help accelerate mentorship and rapid skill development.

Professional Development: Company materials describe structured support such as job training, conferences, and paid certifications, alongside meaningful responsibility from day one. Feedback suggests ship-to-learn cycles on an AI-first platform further reinforce practical upskilling.

Advancement Opportunities: Public signals of momentum—ARR growth, headcount expansion, new leadership, and office scaling—point to a growing environment where scope expands and new teams form. Feedback suggests this creates stretch roles and increased responsibility for early joiners.

Training & Education Access: Company‑run platforms and programs (e.g., MongoDB University, instructor‑led training, and refreshed learning paths) provide free, structured courses, certifications, and badges for continuous upskilling. Access spans engineering, customer‑facing, and adjacent functions.

Internal Mobility: Stated promote‑from‑within practices, explicit pathways (e.g., BDR‑to‑CRO), and documented internal transfers signal real avenues to change roles and advance. Stories of cross‑team moves reinforce that mobility is an expected part of career progression.

Leadership Development: Manager and emerging‑leader development tracks, coaching, and sales bootcamps are positioned to build leadership skills and prepare people for larger scope. Biannual growth conversations are framed as mechanisms to accelerate progression when applied well.

Professional Development: Company materials describe fireside chats with industry experts, conference passes, certification courses, manager training, leadership coaching, continuing education stipends, and Lunch and Learns. These offerings indicate structured avenues to build skills beyond day-to-day work.

Internal Mobility: Public-facing pages explicitly call out internal mobility opportunities and include promotions as part of the employee lifecycle. This signals supported pathways for moving across teams and advancing internally.

Cross-Functional Experience: An AI-native pharma model that combines technology with end-to-end drug development and high-profile partnerships creates exposure across software/data, clinical operations, and asset development. This breadth can accelerate learning through multidisciplinary projects and collaborations.

Training & Education Access: Feedback suggests Nasuni provides learning subscriptions, job training, conference access, and regular "Lunch and Learns," with support for continuing education during work hours. These structured programs appear designed to integrate ongoing development with day-to-day work.

Internal Mobility: Company materials state a "promote from within" approach, with examples of movement from SDR to AE and into leadership roles. Messaging emphasizes that employees can determine their paths through internal promotions.

Challenging Assignments: Exposure to distributed file systems, multi-cloud integrations, and post-acquisition synchronization and edge acceleration work offers substantial hands-on challenges. Customer councils, user groups, and partner ecosystems further create real-world scenarios to sharpen architecture and product skills.

Internal Mobility: Promotion-from-within is explicitly highlighted, with documented examples of cross-functional moves supported by managers and HR. The company encourages employees to pursue new challenges through internal processes.

Training & Education Access: Global onboarding, role-based development, skills courses, mentorship, and conference support are prominently described. Continuing education stipends and internal learning programs indicate accessible upskilling resources.

Challenging Assignments: Work centers on production ML, behavioral analytics, and high-scale, real-time decisioning in e-commerce risk. This environment provides hands-on, impact-driven projects that can accelerate capability building.

Training & Education Access: Celonis runs a sizeable, free Academy with role-based tracks, hands‑on exercises, certifications, and instructor‑led options, complemented by platforms like Degreed and LinkedIn Learning. This structured backbone shortens ramp time and supports continuous upskilling.

Internal Mobility: Company materials highlight documented internal mobility and a stated “promote from within” practice, with examples such as BDR-to-AE paths and graduate programs that transition into field roles. Internal postings and cohort programs create pathways to progress across teams and regions.

Cross-Functional Experience: Diverse career pathways and rotations enable movement across functions, geographies, and customer engagements. Ecosystem events and community initiatives broaden networks and exposure beyond the day job.

Training & Education Access: Scholarships for education and enrichment, plus "Lunch and Learns" and a lifestyle stipend usable for courses, indicate structured access to learning resources.

Cross-Functional Experience: The pivot to an enterprise life‑insurance platform and modules spanning new business, underwriting, administration, and data/AI create exposure to end‑to‑end workflows and carrier integrations.

Internal Mobility: Employee spotlights describe advancement from Data Analyst to Senior Manager, and role descriptions emphasize establishing career development pathways.

Exposure & Visibility: Work centered on Fortune 100 companies, major nonprofits, and trade groups involves engaging with C‑suite stakeholders and policymakers. Feedback suggests this provides direct insight into how senior decision‑makers consume influence media and how to measure it.

Cross-Functional Experience: The operating model combines data science, measurement, survey/machine‑learning methods, and multi‑channel media execution. Feedback suggests this blend enables broad skill development across analytics, media operations, marketing, and public affairs.

Training & Education Access: Public materials describe an annual learning budget, monthly lunch‑and‑learns, online course subscriptions, mentorship, and formal manager/leadership training. These resources indicate structured avenues to build skills alongside on‑the‑job learning.

Training & Education Access: On‑demand courses, certifications, and structured learning are offered via Magnite University, an LMS, AdTech 101, and blended training formats, with added support through stipends and tuition reimbursement. Formal goal/performance reviews and leadership workshops further reinforce organized learning access.

Internal Mobility: Promotion‑from‑within is explicitly signaled and illustrated by senior internal promotions. Career paths and a comprehensive framework are presented to support movement across teams and levels.

Challenging Assignments: Hands‑on exposure to a large‑scale SSP and CTV ad‑serving stack offers complex, high‑throughput problems and end‑to‑end supply‑chain learning. Ongoing product initiatives and platform integrations create opportunities to build, launch, and scale new offerings.

Training & Education Access: The company offers formal learning paths and role‑based curricula via Nexthink Learn, alongside options like Coursera, conferences, certifications, and tuition support. Programs such as “Growing in Role” and structured curricula indicate training at multiple career stages.

Internal Mobility: Public materials describe supported moves across functions, locations, and responsibilities, and careers content signals room to move internally and explore new roles. Employer messaging and ESG disclosures frame career growth as evolving scope across teams and geographies.

Leadership Development: Initiatives like NextLeaders, New Level Manager Training, and leadership‑skill development tied to strategic projects provide defined pathways for rising talent. Manager and executive coaching further reinforce preparation for larger scope.

Growth Culture: The company highlights a growth mindset, relentless experimentation, and being guided by data. Cross-team collaboration and agency/urgency are emphasized as norms.

Professional Development: Benefits include structured professional development, mentorship, continuing education stipends, certifications, and training sessions such as lunch-and-learns and conferences. Onboarding and virtual coaching are also cited as support mechanisms.

Cross-Functional Experience: The platform spans user acquisition, monetization, exchange, creative, and analytics, offering exposure across the mobile growth stack. Investment in AI/Cortex and internal platforms provides hands-on learning across marketing, product, analytics, and engineering.

Training & Education Access: Structured programs like TaboolaU, Lunch & Learns, online courses, paid certifications, and targeted offerings (e.g., Realize Pro) indicate accessible, formal training pathways. Manager enablement and new‑manager training further show institutional support for ongoing education.

Coaching & Feedback: Two formal career feedback discussions annually, regular development check‑ins, and manager guides underscore deliberate coaching rhythms. New‑manager curricula focused on feedback and coaching reinforce consistent growth conversations.

Cross-Functional Experience: Engineering materials describe cross‑functional tracks and a learning‑by‑doing mindset that promote delivery across teams. Partnerships and new platforms in display, CTV, and publisher AI tools expand collaboration with diverse stakeholders.

Training & Education Access: Company materials highlight individual development plans, a robust learning platform, lunch-and-learns, and continuing-education support. These structured elements indicate access to organized learning channels.

Challenging Assignments: Work centers on drug discount management and 340B policy and data challenges, offering steep learning curves in healthcare data, GTN, compliance, and analytics. Mission-driven, complex problems can accelerate capability building.

Cross-Functional Experience: Post-acquisition integration with Model N can expand exposure to product integrations and a larger customer base. Such integration efforts often create new projects and broader collaboration surfaces.

Career Path Clarity: Affirm publicly documents an engineering career framework with transparent expectations and leveling that helps align skills to progression. This published framework signals clear guidance for mapping scope and impact to advancement.

Training & Education Access: Affirm highlights company investment in learning alongside leadership coaching and continuing‑education programs. This suggests structured access to training resources that can support skill-building across roles.

Mentorship & Sponsorship: Early‑career materials describe direct mentorship with in‑office collaboration days, and company communications feature internal coaching/mentorship and inclusion programs. These signals point to hands‑on guidance and networks that can accelerate development.