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Developer tools

Data Mechanics

Data Mechanics was acquired by NetApp in 2021 and integrated in the Spot.io product portfolio. Our managed Spark-on-Kubernetes platform is live and running under the name Ocean for Apache Spark: https://spot.io/products/ocean-apache-spark/

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #1555

Data Mechanics was acquired by NetApp in 2021 and integrated in the Spot.io product portfolio. Our managed Spark-on-Kubernetes platform is live and running under the name Ocean for Apache Spark: https://spot.io/products/ocean-apache-spark/

source
generated read
High Signal interpretation

Data Mechanics is classified as Developer tools from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
Apache SparkData Mechanicsocean-apache-sparkSpark-on-KubernetesOcean
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Data Mechanics

Developer tools · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

ParaQuery

match 30

ParaQuery is a fully-managed GPU-accelerated Spark solution providing double the performance at half the cost compared to solutions like Databricks and BigQuery. It is fully Spark-compatible, cloud agnostic, and has seamless integrations everywhere, all without vendor lock-in. ParaQuery makes it trivial to run large SQL and Spark workloads efficiently and serverlessly, without any data migrations.

shared extracted concept terms: spark; shared product terms: manag, spark; same category: Developer tools; shared affiliation: Y Combinator

CoreOS

match 30

CoreOS is part of the Red Hat family. A leader in the open source community and an innovator of open source projects, CoreOS creates and delivers critical components for containerized applications that help fuel broad adoption of secure, scalable and resilient infrastructure. The team maintains several open source projects, including: Container Linux: the secure automatic updating OS; and etcd, the distributed data store for Kubernetes. Join us at https://coreos.com/ and @CoreOS on Twitter.

shared extracted concept terms: kubernete; shared product terms: kubernete, http; same category: Developer tools; shared affiliation: Y Combinator

Swipehouse

match 28

The biggest social network in the world for TikTok celebs. One of the first 5 companies in the US to get the TikTok API. Launched over 400 companies on TikTok in under a year. Work with Ridge, Hopper, and more. Acquired in 2021.

shared product terms: acquir, 2021, under; same category: Developer tools; shared affiliation: Y Combinator

mutable.ai

match 27

Mutable.ai is automating corporations starting by automating software and software understanding. Our product auto wiki (https://wiki.mutable.ai/kubernetes/kubernetes, https://twitter.com/mutableai/status/1744426997575553413) turns code into wikipedia style articles with citations to the code is the best way to understand complex technologies

shared extracted concept terms: kubernete; shared product terms: kubernete, http; shared affiliation: Y Combinator

Metoro

match 27

Metoro is an AI SRE for teams running on Kubernetes. Run one command to get autonomous root causing and automatic fix PRs. Batteries included, telemetry is set up automatically. Go from nothing to production ready in < 5 minutes.

shared extracted concept terms: kubernete; shared product terms: kubernete, runn; shared affiliation: Y Combinator

OneGraph

match 20

Connect Twitter, GitHub, Stripe, Salesforce, and more through the power of GraphQL. Acquired by Netlify in Q4 2021.

shared product terms: acquir, 2021; same category: Developer tools; shared affiliation: Y Combinator