Feature Store
Last updated
, generated by Sumble
Explore more → **Feature Store**
What is Feature Store?
A Feature Store is a centralized repository for storing, managing, and serving machine learning features. It bridges the gap between data engineering and machine learning, enabling features to be consistently defined, stored, and accessed for training and inference. Feature stores typically address challenges such as feature discovery, data consistency, real-time serving, and governance in machine learning pipelines.
What other technologies are related to Feature Store?
Feature Store Competitor Technologies
GCP Vertex AI
Vertex AI provides feature store capabilities as part of its broader ML platform. Therefore, it is a direct competitor to standalone feature stores.
AWS Sagemaker
SageMaker offers a feature store as part of its platform for building, training, and deploying ML models. This makes it a competitor to dedicated feature store solutions.
Databricks
Databricks offers a feature store as part of its unified analytics platform, thus being a competitor to standalone feature stores.
Number of organizations that mention technology
ⓘ Tap on a tech to explore matching organizations
Feature Store Complementary Technologies
TFX
TFX (TensorFlow Extended) is a platform for building and deploying ML pipelines. It is strongly complementary to feature stores as it provides a framework for managing the ML lifecycle, including feature engineering and serving.
Kubeflow
Kubeflow is an open-source ML platform designed to run on Kubernetes. Feature stores can be integrated with Kubeflow pipelines for feature management, making them a complementary technology.
MLFlow
MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a model registry. Feature stores can be used to improve the consistency, quality and access to features used for ML models, and MLflow can track those features and models together.
Number of organizations that mention technology
ⓘ Tap on a tech to explore matching organizations
Which job functions commonly mention Feature Store?
MLOps Engineer
0.3% of all MLOps Engineer jobs mention Feature Store
View 21
jobs on Sumble
Applied Scientist
0.1% of all Applied Scientist jobs mention Feature Store
View 14
jobs on Sumble
Machine Learning
0.1% of all Machine Learning jobs mention Feature Store
View 110
jobs on Sumble
Data Scientist
76 Data Scientist jobs mention Feature Store
View 76
jobs on Sumble
Data, Analytics & Machine Learning
213 Data, Analytics & Machine Learning jobs mention Feature Store
View 213
jobs on Sumble
Which organizations are mentioning Feature Store?
Databricks
Scientific and Technical Services
See more or filter by date, location, industry, etc →
Summary powered by 
Sumble
Sumble Find the right accounts, contact, message, and time to sell
Whether you're looking to get your foot in the door, find the right person to talk to, or close the deal — accurate, detailed, trustworthy, and timely information about the organization you're selling to is invaluable.
Use Sumble to: