MLOps & Infrastructure
Data Engineering for AI
334 providers on RankGlobal work in Data Engineering for AI within MLOps & Infrastructure, mapped from the imported dataset rather than self-declared tags.
334 mapped providers#15 of 261 by coverageMedian $100K
Coverage
What the data shows
Mapped providers
334
Published profiles carrying this skill
Average rating
4.8
Across 100 rated profiles in the sample
Mapped reviews
1,418
Imported review records in the sample
Evidence coverage
100%
Average profile completeness
Rating, review and coverage figures are computed across the 100 most-reviewed mapped profiles, not the full set. Ratings are the mean of imported review scores and are never pay-adjusted — read the methodology.
Parent category
MLOps & Infrastructure
Platforms and practices for deploying, monitoring and governing AI systems.
Explore MLOps & Infrastructure →Nearby capabilities
Other skills in MLOps & Infrastructure
Mapped providers
Providers offering Data Engineering for AI
Cognizant
Cognizant is a leading global technology services provider that enables…
★ 4.7
37 reviews · 100%
Azilen Technologies
Azilen Technologies is an enterprise AI development company that turns data…
★ 4.8
22 reviews · 100%
Skillfield
Skillfield is an Australian cyber-security and AI specialist helping…
★ 4.8
20 reviews · 100%
Dysnix
Dysnix is a boutique DevOps and cloud consulting firm that specializes…
★ 4.9
19 reviews · 100%
Zarego
Nearshore software services offering tailored AI-powered technology…
★ 4.9
18 reviews · 100%
Evidently AI
Evidently AI offers an open-source evaluation and observability platform…
★ 4.8
18 reviews · 100%
SCAND
SCAND is a software consulting firm delivering custom development and AI…
★ 4.8
18 reviews · 100%
Innominds
Innominds is an AI-led product engineering services firm that powers…
★ 4.8
18 reviews · 100%
Intellegens
An applied machine learning company providing the Alchemite™ platform…
★ 4.8
18 reviews · 100%
Manas (Manas.Tech)
Software engineering firm working at the intersection between complex problems…
★ 5.0
17 reviews · 100%
Blue Label Labs
Agentic AI development partner specializing in custom multi-agent solutions…
★ 4.9
17 reviews · 100%
Strong
Strong builds bespoke data science, machine learning, and AI solutions…
★ 4.9
17 reviews · 100%
Aible
Aible is an enterprise AI platform that delivers measurable business impact…
★ 4.8
17 reviews · 100%
Loka
Loka accelerates product delivery for startups and enterprises through AI/ML…
★ 4.8
17 reviews · 100%
Stratus10
Stratus10 delivers cloud consulting, migration, cost optimization, and managed…
★ 4.8
17 reviews · 100%
Xenoss
Xenoss is an AI and data-engineering firm specializing in multi-agent systems…
★ 4.8
17 reviews · 100%
HiddenLayer
HiddenLayer provides a comprehensive security platform for AI, offering model…
★ 4.8
17 reviews · 100%
Velotio
Velotio is a product engineering partner offering AI, cloud, DevOps,…
★ 4.8
17 reviews · 100%
Novomind
Novomind provides AI-driven digital commerce and customer service platforms…
★ 4.8
17 reviews · 100%
Intellectsoft
AI/ML Solutions, Business Process Automation, System Integration.
★ 4.8
17 reviews · 100%
Onix
Onix is a top-tier Google Cloud partner specializing in AI-powered data…
★ 4.8
17 reviews · 100%
Geomotiv
Geomotiv is an AdTech development company delivering AI-driven software…
★ 4.7
17 reviews · 100%
Comet
Comet (specifically Opik) is an open-source AI observability and evaluation…
★ 4.1
17 reviews · 100%
Trek10 (now part of Caylent)
Trek10 is an AWS Premier Tier Services Partner specializing in serverless, IoT…
★ 5.0
16 reviews · 100%
Autviz
Autviz is a digital-transformation consultancy offering AI-powered, custom web…
★ 4.9
16 reviews · 100%