Independently Verified Last Updated: January 21, 2026 Our Methodology

Top Data Engineering Companies 2026

Uncover actionable insights, compare elite partners, and build your optimal data strategy with our independent expert rankings and comparison tools.

Market Pulse

Key metrics from our latest analysis.

Avg. Hourly Rate
$165/hr
Global Average
Top Partner Score
9.8/10
phData (Snowflake)
Demand Index
112
High Activity
Companies Tracked
58
As of Feb 2026

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Dynamic Partner Comparison

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Rank Firm Score Rate Team Size Platforms Best For Action
1 phData 8.7/10 $150-250 500 Snowflake, AWS, Databricks, dbt Enterprises needing Snowflake migrations and data modernization; Fortune 500 companies Details
2 Tiger Analytics 8.6/10 $100-200 3000 Snowflake, Databricks, AWS, GCP, Azure, PowerBI Retail and CPG companies; enterprises needing advanced analytics and ML Details
3 Analytics8 8.3/10 $100-200 100 Snowflake, AWS, Azure, GCP, dbt, Databricks, Tableau, PowerBI, Looker Mid-market companies needing end-to-end data solutions; data modernization projects Details
4 Lovelytics 8.3/10 $150-225 50 Snowflake, Databricks, AWS, Azure, dbt, Matillion Companies seeking Snowflake-to-Databricks migration; cloud data platform specialists Details
5 Slalom 8.3/10 $150-250 13000 AWS, Azure, GCP, Snowflake, Databricks, PowerBI, Tableau Large enterprises needing digital transformation; AWS Global GenAI Partner of Year Details
6 Tredence 8.3/10 $100-200 3000 Snowflake, Databricks, AWS, Azure, GCP, PowerBI Retail and CPG enterprises; companies needing GenAI accelerators Details
7 Accenture 8.2/10 $120-200 779000 AWS, Azure, GCP, Snowflake, Databricks, SAP, Salesforce, PowerBI Global enterprises needing large-scale transformation; Fortune 500 companies Details
8 Sigmoid 8.2/10 $50-150 1000 Snowflake, Databricks, AWS, GCP, Azure, dbt Companies seeking value-for-money ML expertise; mid-market data engineering Details
9 Infosys 8.1/10 $50-100 300000 Databricks, AWS, Azure, GCP, Snowflake, SAP, PowerBI Global enterprises; offshore development model; large-scale implementations Details
10 Deloitte 8.0/10 $75-175 450000 AWS, Azure, GCP, Snowflake, Databricks, SAP, PowerBI, Tableau C-suite advisory with technical execution; regulated industries Details

Top 20 Data Engineering Companies 2026

Complete ranked list of the best data engineering consulting firms based on technical expertise, delivery quality, and cost-effectiveness.

  1. 1

    phData

    Premier Snowflake specialist with 500+ successful migrations, proprietary automation tools, and elite partnerships with Snowflake and AWS

    8.7/10
    $150-250/hr 500 employees Founded 2014
    snowflake aws databricks
  2. 2

    Tiger Analytics

    Analytics and AI specialist working with 16 of top 20 retail companies, delivering GenAI accelerators and data science solutions

    8.6/10
    $100-200/hr 3000 employees Founded 2011
    snowflake databricks aws gcp
  3. 3

    Analytics8

    Data and analytics consultancy with 20+ years experience, covering entire data lifecycle from strategy to governance

    8.3/10
    $100-200/hr 100 employees Founded 2002
    snowflake aws azure gcp
  4. 4

    Lovelytics

    Cloud data platform specialist with Brickbuilder Migration accelerator for Snowflake-to-Databricks transitions

    8.3/10
    $150-225/hr 50 employees Founded 2019
    snowflake databricks aws azure
  5. 5

    Slalom

    Global business and technology consultancy with fiercely human approach, 45+ offices, recognized AWS/Microsoft/Google partner

    8.3/10
    $150-250/hr 13000 employees Founded 2001
    aws azure gcp snowflake
  6. 6

    Tredence

    GenAI accelerators reducing migrations by 50%+, works with 16 of top 20 retail companies, delivers 30% TCO reduction

    8.3/10
    $100-200/hr 3000 employees Founded 2013
    snowflake databricks aws azure
  7. 7

    Accenture

    Global professional services firm with 9000+ AI experts, comprehensive digital transformation capabilities across all industries

    8.2/10
    $120-200/hr 779000 employees Founded 1989
    aws azure gcp snowflake
  8. 8

    Sigmoid

    Exceptional value provider with ML Engineering expertise, Everest 'Star Performer' 2024, 98% ML accuracy

    8.2/10
    $50-150/hr 1000 employees Founded 2013
    snowflake databricks aws gcp
  9. 9

    Infosys

    Databricks Disruption Partner, leader in next-gen digital services and consulting with massive global delivery capability

    8.1/10
    $50-100/hr 300000 employees Founded 1981
    databricks aws azure gcp
  10. 10

    Deloitte

    Big Four consultancy integrating data engineering with business consulting, serving Fortune 500 with comprehensive services

    8/10
    $75-175/hr 450000 employees Founded 1845
    aws azure gcp snowflake
  11. 11

    InterWorks

    Full-service BI and IT consultancy with world-class data and analytics expertise, Partner of the Year for Snowflake and Tableau

    8/10
    $150-275/hr 500 employees Founded 1996
    snowflake aws azure gcp
  12. 12

    STX Next

    Europe-based leader with 20+ years Python expertise, 500 professionals across Poland/Mexico. AWS & Snowflake certified partner. Dekra ISO 27001/9001 compliant. 200+ data projects delivered. Specializes in enterprise data platforms, real-time streaming, AI-powered analytics. Strong delivery governance and long-term partnerships.

    8/10
    $75-150/hr 500 employees Founded 2005
    snowflake databricks aws azure
  13. 13

    Wipro

    Global IT services giant with 200,000+ employees, Big Data platform delivering analytics-driven solutions across industries

    8/10
    $50-100/hr 200000 employees Founded 1945
    aws azure gcp snowflake
  14. 14

    Capgemini

    Global leader with 300,000+ professionals, strong Altran engineering capabilities, data & AI transformation at scale

    7.9/10
    $75-150/hr 300000 employees Founded 1967
    aws azure gcp snowflake
  15. 15

    Cognizant

    Leading with 340,000+ employees, Neuro AI framework, AI Training Data Services, comprehensive data engineering capabilities

    7.9/10
    $75-150/hr 340000 employees Founded 1994
    aws azure gcp snowflake
  16. 16

    Devoteam

    Leading European IT consultancy with 11,000+ experts across 20+ countries, specialized in cloud, data, AI and cybersecurity

    7.9/10
    $100-175/hr 11000 employees Founded 1995
    aws gcp azure snowflake
  17. 17

    Itransition

    3000+ engineers providing full-cycle software development, data analytics, ML, and cloud solutions since 1998

    7.9/10
    $50-100/hr 3000 employees Founded 1998
    aws azure gcp snowflake
  18. 18

    Adastra

    Global data, analytics, and cloud consultancy with 20+ years experience, Snowflake Premier Partner

    7.8/10
    $125-200/hr 100 employees Founded 2000
    snowflake databricks aws azure
  19. 19

    DataArt

    Global technology consultancy with 3000+ engineers, strong Eastern European presence, custom data solutions

    7.8/10
    $50-100/hr 3000 employees Founded 1997
    aws azure gcp databricks
  20. 20

    Intellias

    3000+ professionals delivering AI/ML, data engineering, and IoT solutions with deep automotive and fintech expertise

    7.8/10
    $50-100/hr 3000 employees Founded 2002
    aws azure gcp databricks

Showing top 20 of 86 companies tracked. View interactive comparison table →

Company Profiles: The Top 10

In-depth analysis of the market leaders.

ph
phData
Minneapolis, MN
Rate
$150-250/hr
Score
9.8/10
Employees
500-1k
Focus
Snowflake Elite

The premier Snowflake partner for complex enterprise migrations. phData combines deep technical expertise with a proprietary toolkit for accelerating legacy makeovers.

Snowflake Elite Healthcare Retail
TA
Tiger Analytics
Santa Clara, CA
Rate
$75-150/hr
Score
9.5/10
Employees
4k+
Focus
AI & ML

A powerhouse for advanced analytics and AI/ML initiatives. Tiger Analytics offers scale and specialized data science capabilities at competitive rates.

Databricks AI/ML CPG
A8
Analytics8
Chicago, IL
Rate
$150-200/hr
Score
9.3/10
Employees
150+
Focus
Data Strategy

Excellent for mid-market to enterprise data strategy and modernization. They focus heavily on the "business value" of data, not just the plumbing.

Strategy dbt Looker

Our Rating Methodology

We don't sell rankings. Our scores are derived from a composite index of 4 verified data points to ensure objectivity and trust.

1

Technical Depth (30%)

Number of certified engineers, partnership tier (Elite/Premier), and open-source contributions.

2

Client Reviews (30%)

Aggregated sentiment from widespread review platforms (G2, Clutch) and verified testimonials.

3

Market Presence (20%)

Years in business, employee growth rate, and thought leadership output.

4

Case Study Evidence (20%)

Complexity and scale of publicly demonstrated projects.

Transparency Report

Companies Analyzed 58
Shortlisted 24
Verified Partner Status 100%
Last Index Update: January 21, 2026

Frequently Asked Questions

Expert answers to common questions about hiring data partners.

How much does hiring a data engineering company cost in 2026?
Data engineering consulting rates typically range from $75 to $250 per hour. Lower-cost offshore options (e.g., Sigmoid) start around $50-$100/hr, while premium US-based partners (e.g., phData) range from $150-$250+/hr. Fixed-bid migrations for small warehouses often start at $50k, while enterprise modernization projects can range from $200k to over $1M.
Which company is best for Snowflake migration?
phData is the top-rated partner for Snowflake migrations due to their Premier Partner status and specialized migration automation tools. Other strong contenders include Analytics8 for strategy-led migrations and InterWorks for rapid deployments.
How do I choose between Snowflake and Databricks partners?
Choose a Snowflake partner if your focus is on SQL-based data warehousing, BI reporting, and secure data sharing. Choose a Databricks partner if your priority is machine learning, heavy data engineering (Spark/Python), and unifying streaming/batch data in a Lakehouse architecture.
What is the typical timeline for a data platform modernization?
A typical modernization project takes 3 to 9 months. Phase 1 (Discovery & Architecture) takes 2-4 weeks. Phase 2 (MVP/First Migration) takes 8-12 weeks. Phase 3 (Full Migration & Optimization) depends on data volume, often 3-6 months.
Should I hire a boutique firm or a large global systems integrator (GSI)?
Hire a boutique firm (like Lovelytics or phData) for deep expertise in specific platforms (Snowflake/Databricks) and faster execution. Hire a GSI (like Accenture or Deloitte) if you need massive scale, multi-country support, or have a broad digital transformation scope beyond just data.