Best Big Data Companies to Work for in Chicago, IL (185)

Mission & Purpose: Mission-critical work is positioned as safeguarding market stability, margin, and settlement at large scale, making even incremental improvements feel meaningful. The organization is framed as a resilient infrastructure provider rather than a trading-floor environment.

Innovation & Products: Modernization is described as a multi-year rebuild of core platforms (Renaissance/Ovation) with cloud-enabled architecture, API-first interfaces, streaming, and containerized services. This creates technically challenging work tied to verification, controlled releases, and large-scale testing.

Benefits & Perks: Benefits are presented as strong, including competitive pay, strong retirement and health coverage, student-loan assistance, generous PTO, and parental leave. Additional perks like technology stipends and occasional external workplace recognition are also highlighted.

Innovation & Products: Innovation is tied to working on household-name brands with visible launches and large budgets, which can make work feel high-impact. The environment also emphasizes analytics, revenue growth management, and shopper insights, reinforcing a modern, data-driven approach to building and commercializing products.

Career Growth: Career paths appear strengthened by common internal moves across brands, categories, and geographies within a matrixed organization. Exposure to end-to-end workflows and cross-functional projects supports mobility for people who want structured progression.

Benefits & Perks: Benefits are described as comprehensive, spanning health coverage, retirement programs, paid time off, and in some cases vehicles, with incentives more meaningful in certain commercial roles. Hybrid/remote options and wellness-related perks are also portrayed as available in many office contexts, supporting overall attractiveness of the total package.

Mission & Purpose: Mission-driven telematics work is framed as having real-world outcomes, including crash detection and safe-driving programs that connect analytics to road safety impact. The scale of driving-behavior data is positioned as enabling meaningful applied ML and large-scale analytics problems.

Work-Life Balance: Remote-first work across the continental U.S. is presented as a core operating model that supports flexibility in where and how work gets done. Day-to-day experience is often characterized as compatible with maintaining balance alongside demanding data/engineering work.

Benefits & Perks: Access to Allstate’s benefit suite is described as unusually comprehensive for a mid-size tech organization, including medical coverage, retirement programs, counseling, PTO, and tuition support. This association is framed as providing big-company benefits while working in a smaller, product-oriented environment.

Innovation & Products: Work is framed around building Astradis as an “AI operating system for private equity,” emphasizing prescriptive, real-time actions tied to concrete business levers rather than dashboards. The product surface area appears to be expanding (e.g., AI-powered Pricing Suite and multi-function command centers), reinforcing an applied, build-and-ship orientation.

Mission & Purpose: The company’s focus is consistently described as driving measurable outcomes for PE-backed mid-market operators (margin, pricing, liquidity, supply, service), creating direct line-of-sight from work to business impact. Exposure to C-suite stakeholders and portfolio-operations problems is highlighted as a core part of the day-to-day value proposition.

Benefits & Perks: Benefits are explicitly listed as competitive pay, healthcare, 401k match, PTO/holidays, parental leave, paid parking, and flexible WFH, suggesting a standard-to-strong total rewards package for a growth-stage firm. Hybrid/remote flexibility is described with multiple hubs (Chicago, Dallas, New York, Toronto) and role-dependent expectations.

Mission & Purpose: Mission alignment is reinforced by clear line-of-sight to tangible logistics outcomes like reducing delays, waste, and emissions. The work is framed as operationally meaningful because wins show up in real customer KPIs and day-to-day execution improvements.

Learning & Development: Learning is accelerated by exposure to integration-heavy enterprise environments, geospatial/ETA modeling, reliability engineering, and large, messy datasets. Professional development is supported through development tracks, mentorship, training, and conference opportunities.

Benefits & Perks: Benefits are positioned as comprehensive, including health coverage, parental leave, wellness programs, generous time off, and flexibility policies like hybrid work and flexible schedules. Equity and retirement benefits are also described as part of the overall package, adding to perceived attractiveness.

Work-Life Balance: Work is framed as remote-first or hybrid with an explicit effort to avoid heavy travel and support flexibility. Work-life balance is repeatedly positioned as a core part of the employee experience.

Recognition: External badges and growth lists are highlighted, including Inc. 5000 placements and “Best Place to Work” style mentions. These signals reinforce a generally reputable employer brand in the market.

Learning & Development: Day-to-day work is described as spanning the modern data stack across multiple tools and clouds, creating a steep learning curve. This breadth is positioned as a strong accelerator for building marketable skills.

Mission & Purpose: Mission-driven work centers on improving transparency and accuracy in drug discount programs like 340B and Medicaid rebates, which is positioned as consequential to U.S. healthcare pricing. The focus on reducing errors and noncompliance provides a clear “why” that can feel meaningful in day-to-day roles.

Benefits & Perks: Benefits are described as broad and modern, including flexible PTO with a minimum, health/dental/vision, mental-health support, parental/caregiver leave, 401(k) match, equity, and home-office support. The overall package is framed as competitive for a growth-stage healthtech employer.

Recognition: External recognition is highlighted through inclusion on Built In “Best Places to Work” lists in recent years. This provides a reputational signal that the company has invested in people programs and workplace offerings.

Benefits & Perks: Flexibility is positioned as a core part of the employee experience, including remote/hybrid options, open vacation, sabbaticals, and continuing-education support. Comprehensive benefits and office perks like catered lunches are also emphasized as part of day-to-day attraction and retention.

Autonomy: Work is framed around high ownership in small teams, with individuals expected to “own” outcomes and enact change. This structure can create direct impact and broad responsibility for self-starters.

Mission & Purpose: The work is anchored in a clear legal-tech mission—simplifying litigation through end-to-end evidence, eDiscovery, and trial-prep software. Close proximity to real attorney workflows can make the impact feel tangible and customer-linked.

Mission & Purpose: Mission alignment is reinforced by work that directly influences drilling programs, M&A theses, and power‑market strategies, making outcomes tangible. The domain breadth across oil & gas, power/renewables, and ESG creates a strong sense of relevance for people interested in energy markets.

Work-Life Balance: Flexibility shows up through hybrid/remote options and the ability to take time off when needed, supported by flexible hours in many roles. Work‑life balance is also positioned as a cultural priority alongside a results‑driven environment.

Team Support: Teamwork is emphasized through values like “One Team” and descriptions of a supportive, welcoming atmosphere for new hires. Cross‑functional collaboration across engineering, data science, product, analytics, and customer teams is portrayed as a norm, with frequent user feedback loops that strengthen communication.

Mission & Purpose: Work is consistently framed around a patient-centered cardiovascular mission, with emphasis on research and connected care use cases tied to outcomes. The product narrative highlights clinically relevant context such as FDA-cleared algorithms and large-scale on-body data, which reinforces purpose and seriousness.

Benefits & Perks: Benefits are described in unusually concrete, above-early-stage detail, including strong employer health contributions, parental leave, PTO/holidays, and a monthly lifestyle stipend. Some roles also show compensation transparency (e.g., posted salary bands), which can strengthen trust in the offer package.

Market Position & Stability: Post-acquisition backing from Kardigan is positioned as adding resources, scale, and expanded career surface area while maintaining operational independence. External visibility signals—like Built In recognition and ongoing hiring—add to the perception of momentum.

Recognition: The employer brand is reinforced by multiple workplace accolades and a recent Great Place to Work certification, which signal broad external validation of the employee experience.

Leadership Communication: Leadership is portrayed as highly transparent through frequent all-hands with open Q&A and detailed business sharing, which functions as a trust-building cultural anchor.

Benefits & Perks: The employee value proposition is strengthened by a structured hybrid model and a robust benefits package that includes health coverage, parental leave, retirement match, and in-office meal support.

Mission & Purpose: Mission clarity centers on transparent, consumer-friendly financing (e.g., “no‑late‑fee BNPL” and “honest financial products”), and the work is described as reaching millions through major merchants. Values alignment around consumer advocacy and ethics is framed as a key motivator for many.

Benefits & Perks: Benefits are described as standout, including fully subsidized health coverage for employees and dependents, generous parental leave, and multiple stipends/wallets supporting remote work and wellness. Time-off programs are portrayed as unusually supportive, including company-wide “Away Days” and expanded holidays alongside flexible time off.

Leadership Communication: Leadership is characterized as accessible and reasonably transparent, with written strategy memos, Q&As, and a regular cadence of communication. This written, async-friendly approach is portrayed as supportive for distributed execution and clarity on direction.

Mission & Purpose: Mission-driven work is tied to consumer access to credit, fraud prevention, and financial inclusion, creating a clear sense of societal impact. Strong emphasis on data stewardship, privacy, and security reinforces responsibility when handling sensitive information.

Benefits & Perks: Benefits are positioned as strong and broad for a large enterprise, including wellness support and tuition/learning assistance. Hybrid/remote options are available on many teams, supporting flexibility when role and location allow.

Career Growth: Internal mobility is described as common, with opportunities to move across product lines and functions such as analytics, client success, and go-to-market. Cross-functional collaboration across engineering, data science, product, sales, legal, and compliance can broaden skill sets and exposure.

Mission & Purpose: Mission-driven work centers on applying AI to precision medicine with clear patient impact across oncology and other clinical areas. Public-company momentum and clinically oriented problem-solving contribute to a sense of meaningful, real-world stakes.

Learning & Development: Learning-heavy work exposes employees to genomics and clinical data, ML-enabled products, and cross-functional collaboration with clinicians and biopharma. The fast-paced “builder” environment is positioned as strong for early-career skill-building and resume value.

Benefits & Perks: On-site environments are described as pleasant with day-to-day amenities like snacks and an on-site barista in Chicago offices/labs. Flexibility such as hybrid/remote options and unlimited PTO appears available in some roles depending on team and function.

Mission & Purpose: Mission-driven culture centers on “investors first” and democratizing access to investment research, which gives many roles a clear sense of impact. Long-term, investor-outcome thinking is described as shaping decisions across teams.

Team Support: Colleagues are often characterized as analytical, curious, and collegial, with emphasis on evidence, transparency, and clear writing. Cross-functional and cross-region collaboration is common, supporting a “one team” working style.

Learning & Development: Continuous learning is strongly supported through education stipends, tuition support, mentorship, and structured programs like the Morningstar Development Program. Internal mobility across research, product, data, and tech is described as relatively common, reinforcing skill growth over time.