DE
Data Engineering Intel
Verified
Independently Verified • Last Updated: December 2, 2025 • Our Methodology

Top Data Engineering Companies 2025

Uncover actionable insights, compare elite partners, and build your optimal data strategy with our AI-powered analytics engine.

Get Your Shortlist Explore 50+ Partners

Market Pulse

Real-time trends from our proprietary dataset.

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

Quick Decision Shortcuts

Top 3 experts for your specific use case

🤖

AI/ML Enablement

Machine Learning & Analytics

Tiger Analytics
3000 team • $100-200
8.6
Slalom
13000 team • $150-250
8.3
Tredence
3000 team • $100-200
8.3
❄️

Snowflake Experts

Data Warehousing Specialists

phData
500 team • $150-250
8.7
Tiger Analytics
3000 team • $100-200
8.6
Analytics8
100 team • $100-200
8.3
🚀

Data Modernization

Cloud Migration & Transformation

phData
500 team • $150-250
8.7
Analytics8
100 team • $100-200
8.3
Lovelytics
50 team • $150-225
8.3
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Personalize Your Rankings

Select your primary initiative to instantly re-rank the table below based on specialized expertise.

Dynamic Partner Comparison

Filter, sort, and compare partners to find your perfect match.

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

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
View Profile
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
View Profile
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
View Profile
View all 50+ Profiles →

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.

Read full methodology →

Transparency Report

Companies Analyzed 58
Shortlisted 24
Verified Partner Status 100%
Last Index Update: December 2, 2025

Frequently Asked Questions

Expert answers to common questions about hiring data partners.

How much does hiring a data engineering company cost in 2025?
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.