MLOps & Infrastructure
Feature Engineering
31 providers on RankGlobal work in Feature Engineering within MLOps & Infrastructure, mapped from the imported dataset rather than self-declared tags.
31 mapped providers#137 of 261 by coverageMedian $100K
Coverage
What the data shows
Mapped providers
31
Published profiles carrying this skill
Average rating
4.8
Across 29 rated profiles in the sample
Mapped reviews
354
Imported review records in the sample
Evidence coverage
99%
Average profile completeness
Rating, review and coverage figures are computed across the 31 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 Feature Engineering
Evidently AI
Evidently AI offers an open-source evaluation and observability platform…
★ 4.8
18 reviews · 100%
Iguazio
Iguazio offers an MLOps platform that operationalizes and de-risks machine…
★ 4.8
18 reviews · 100%
Xenoss
Xenoss is an AI and data-engineering firm specializing in multi-agent systems…
★ 4.8
17 reviews · 100%
Comet
Comet (specifically Opik) is an open-source AI observability and evaluation…
★ 4.1
17 reviews · 100%
Dataside
A specialized consultancy focusing on data and artificial intelligence to drive…
★ 4.8
16 reviews · 100%
Ensono
Ensono is a hybrid IT services provider that helps enterprises manage…
★ 4.8
16 reviews · 100%
Open Innovation AI
Open Innovation AI delivers sovereign AI infrastructure and generative tools…
★ 4.9
15 reviews · 100%
H2O.ai
H2O.ai provides an enterprise-grade AI platform for sovereign, generative…
★ 4.8
14 reviews · 100%
Hopsworks
Hopsworks provides a unified SaaS platform for feature stores and MLOps…
★ 4.8
13 reviews · 100%
Talentica Software
Talentica is an AI-native product engineering firm that builds MVPs and scales…
★ 4.8
13 reviews · 100%
Iterative (DataChain)
Iterative provides DataChain, an AI-native orchestration platform that…
★ 4.8
13 reviews · 100%
Moov AI
Consulting firm specializing in artificial intelligence and machine learning…
★ 4.7
13 reviews · 100%
N-iX
N-iX is a global software solutions and engineering services company that helps…
★ 4.9
11 reviews · 100%
Mutt Data
Mutt Data specializes in building scalable AI and machine learning systems that…
★ 4.9
10 reviews · 100%
Kasna
Kasna is an Australian Google Cloud Premier Partner specializing in GCP…
★ 4.9
10 reviews · 100%
Superorbital
Superorbital is a boutique engineering consultancy specializing in Kubernetes…
★ 4.9
10 reviews · 100%
CACI International Inc
Specialized division providing next-generation IT infrastructure, zero trust…
★ 4.9
10 reviews · 100%
Synthesized
Synthesized offers an AI-driven platform for high-quality data generation…
★ 4.9
10 reviews · 100%
Sparq
Sparq is an AI-native solution engineering partner providing AI-accelerated…
★ 4.9
10 reviews · 100%
Tecton
Tecton is an enterprise feature store and AI data platform that automates…
★ 4.9
10 reviews · 100%
Modzy
Modzy is an enterprise AI platform and marketplace that simplifies…
★ 4.8
10 reviews · 100%
dotData
dotData delivers AI-powered, data-centric discovery that automatically extracts…
★ 4.8
10 reviews · 100%
Version 1
Version 1 is a leading technology partner that transforms business challenges…
★ 4.8
10 reviews · 100%
Layer7 AI
Layer7 AI is a leader in artificial intelligence, working with researchers…
★ 4.8
10 reviews · 100%
Outerbounds
Outerbounds is a modern, human-centric MLOps platform that automates model…
★ 4.8
10 reviews · 100%