Top Big Data Analytics companies in Columbus

Researched by:Goodfirms Research TeamUpdated:September 20, 2026

Goodfirms has reviewed 10 Big Data Analytics companies in Columbus as of September 2026. The top-ranked firm is Expeed Software (0.0 stars, 0 verified reviews, NA, founded 2008, Columbus). Across the category, the median hourly rate is $25, median client rating is 5, and 40% of firms employ 50+ members. Explore the vetted Big Data Analytics companies in Columbus below, compare their strengths, and connect with the provider best suited to your requirements.

Are you searching for top big data companies in Columbus? With the help of researchers at Goodfirms, we have accumulated a list of big data analytics services in Columbus that can offer big data solutions. Data utilization is a very crucial activity for an organization which is done by firms excelled in this art. Confused for which big data developers in Columbus to choose? Along with providing insights with taking initiatives, big data companies are harnessing the usage of data. The listed big data analytics firms ease the burden of companies to analyze each factor and increase the agility to make quick decisions.

Goodfirms has verified 10 Big Data Analytics companies in Columbus - part of 5,793+ Big Data Analytics Companies, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.

Top 10 at Glance

Compare the highest-ranked firms first side by side.

Rank
Company
Rating
Reviews
Hourly Rate
Team Size
Founded
Location
Action

List of Big Data developers in Columbus | Best Big Data companies in Columbus

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Service
Hourly Rate
Employees
ReviewsAll Companies
Industry
Client Type
  • Expeed Software is software Development Company based in Ohio, USA that helps businesses of all sizes modernize, integrate, and optimize their applications and processes to create extraordinary experiences. Established in 2008, our core expertise lies in software application development (including mobile app development) and legacy system modernization. With over 100 employees working out of 4 ... read Expeed Software reviews & insights

    NA
    50 - 249
    2008
    Columbus, United States
  • Established in 1992, PSI (Proteam Solutions Inc) has grown from a one man start up to a multi-million dollar IT Consulting, Workforce Solutions and Enterprise Resource Solutions firm providing senior-level consulting and talent management solutions to both the Private and Public Sector.

    < $25/hr
    10 - 49
    1992
    Columbus, United States
  • Software Verde is an industry leading custom software development company located in Columbus, Ohio. We are a full service digital product agency, delivering top-tier solutions for companies of all sizes. Using small development teams, our process follows an iterative development approach that is both effecient ... read Software Verde reviews & insights

    $150 - $199/hr
    10 - 49
    2011
    Columbus, United States
    Software Verdè provided me with exactly the product I had envisioned, on time, and within the budget margin. - proprietor
  • The Columbus Collaboratory is a rapid innovation company founded by leading companies in seven different industries that delivers business value through advanced analytics and cybersecurity solutions. Our unique model surfaces shared, complex challenges, and operationalizes cognitive and machine-learning technologies for our member companies and the broader market. We make this possible by capitalizing on the ... read Columbus Collaboratory reviews & insights

    < $25/hr
    10 - 49
    2014
    Columbus, United States
  • Avaap is an industry-focused, cross-platform management and technology consulting firm specializing in Epic, Cerner, Infor, Oracle, Tableau, Workday and other applications. Avaap's market-leading change management practice is powered by Prosci® research, data, and concepts. With offices across the U.S. and around the world, Avaap has deep expertise in education, government, healthcare, and manufacturing, among other ... read Avaap reviews & insights

    < $25/hr
    250 - 999
    2006
    Columbus, United States
  • For over 20 years, we’ve helped thousands of global and mid-market companies unlock more value from their organizations by optimizing their data and maximizing the full potential of their technology. Our seasoned business and technology experts not only envision more opportunities for your business, we have the tools and knowledge to help you get there.

    $25 - $49/hr
    250 - 999
    1998
    Columbus, United States
  • Flairsoft is an Enterprise Software and Solutions firm specializing in e-Business, Systems Integration, Business Process Management and Professional Services. Founded and headquartered in Columbus, OH since 2001, Flairsoft utilizes government and commercial best practices to optimize operational performance while reducing costs for our clients. We have addressed challenging technology issues surrounding our client’s businesses and ... read Flairsoft reviews & insights

    < $25/hr
    2 - 9
    2004
    Columbus, United States
  • We’re a digital technology company delivering innovative, high-quality, new-age, and affordable technology solutions. We work with startups and enterprises to bring their ideas into reality by helping them, right from formulating strategies for building innovative products and services to production and post-release support and maintenance. We help companies to transform from where they are now ... read Devfi, Inc reviews & insights

    NA
    50 - 249
    2012
    Columbus, United States
  • We are a agency exceeding in Software, Crypto and Game development with more than 200 team members and over 18 years of E-Commerce, Web Development, Mobile App Development, Desktop App, Cloud Engineering, Open Source Integration, IT Architecture, Data Engineering, DevOps, DeFi, DApps, Blockchain, NFT and Graphic Design experience. Our goal is to partner with you ... read URU Systems reviews & insights

    < $25/hr
    2 - 9
    Columbus, United States
  • In the age of transformation, when the key to the success of a business is largely dependent on the selection and adherence to the correct technology, working with the right technology partner is a must and can be a major advantage for ensuring the sustenance of the growth of your business. Owing to the availability ... read Arodek reviews & insights

    $25 - $49/hr
    2 - 9
    Columbus, United States

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1 cities with the best Value Score for hiring.

Ranked by a composite blending firm count (supply), average rating (quality), and average hourly rate (cost). Affordability is weighted highest (50%), so this surfaces genuinely affordable destinations - not just the biggest markets.

Where the firms are.

Bubble size shows how many firms each country has; colour shows its average hourly rate. Tap any country for its firm count, average rate, rating, and Value Score.

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All cities ranked by Value Score.

Every city in scope, ranked by Value Score.

CityFirmsAvg RateAvg RatingValue ScoreAction
USColumbus10$47/hr577View firms
USColumbus
10 firms$47/hr5
Value Score77 / 100

Match by work-hour overlap with your team.

Cost matters - but so does being able to actually talk to your developer during your workday. Here are the best destinations for each major hub.

If you're in US (PT/ET)Recommended

Look for nearshore LATAM partners - same-day collaboration, similar time zones, and 50-60% cost savings vs domestic.

MXMexico~7h overlap
ARArgentina~6h overlap
BRBrazil~5h overlap
CACanada~8h overlap
If you're in Europe (CET/GMT)Recommended

Eastern Europe is your sweet spot - 1-2h time zone shift, EU GDPR alignment, and 40-50% lower rates than Western Europe.

PLPoland~8h overlap
UAUkraine~7h overlap
RORomania~7h overlap
ZASouth Africa~8h overlap

How firms are placed on the matrix

Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.

Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.

Read the full methodology
Algorithm at a glance
1
X-axis (Core Competencies): Service Focus Ratio + Portfolio Depth + Quality + Experience
2
Y-axis (360-Performance): Client Reviews + Market Presence + Goodfirms Score
3
Missing signals are excluded from a firm's score, not substituted with defaults - weights redistribute across remaining inputs
4
Recency decay over the last 18 months keeps stale reviews from dominating
5
Eligibility floor: ≥ 1 published review in this category scope

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Cities with the best Value Score for big data & bi hiring.

Ranked by a composite score blending firm count (supply), average rating (quality), and median hourly rate (cost). Affordability is weighted highest (50%), so this list surfaces actually affordable destinations rather than just-big markets.

Budget leader
Columbus · $0-24/hr

5 firms in this tier - more than any other city. Top picks: Columbus Collaboratory, Flairsoft, Avaap.

Top tier leader
Columbus · $150+/hr

1 firms in this tier - more than any other city, averaging 5.0 ★. Top picks: Software Verde.

Loading heatmap…
Cell intensity (firm density):
Low
High
Best Value marks the densest, highest-rated, most-affordable cell per row

How the heatmap is built

Every cell in the grid above is the count of firms in (place × hourly-rate tier). Firms are placed by their published hourly rate; those without a disclosed rate are not plotted.

Top company names per cell are surfaced by Value Score - a weighted blend of affordability (50%) + rating (35%) + review volume (15%).

The "Best" ribbon marks the cell in each row where firm density, ratings, and affordability line up best - the densest, highest-quality combination.

Read the full methodology
Value Score · per firm
ValueScore = 0.50 × Affordability
+ 0.35 × Rating
+ 0.15 × Review Volume
// All sub-scores normalized 0-100
// Affordability = (1 - rate/$200) × 100
// Rating = (rating - 3) / 2 × 100
// Volume = log10(reviews+1)/log10(200) × 100

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