Full-Time
Posted on 10/31/2025
ML feature management and data pipelines
$197k - $237k/yr
Remote in USA + 3 more
More locations: Seattle, WA, USA | San Francisco, CA, USA | New York, NY, USA
Remote
Must be in SF/NY two days weekly, Seattle two days monthly; remote-friendly with hybrid requirements.
Tecton builds a feature management platform for machine learning. It helps teams discover, reuse, and govern ML features end-to-end, while tracking data pipelines, latency, costs, and the systems behind them. Users can design and define features in Python, SQL, or Spark inside notebooks or other Python environments, including complex transforms like time-window aggregations and training data backfills. The platform supports near real-time streaming, updating metrics such as mean transaction values over multiple windows every few minutes. Compared with competitors, Tecton emphasizes clear feature governance, visibility into data pipelines and costs, and a unified workflow for feature engineering across the analytics stack. The goal is to streamline the creation, deployment, monitoring, and management of ML features so teams can deploy reliable models faster and with better data quality.
Company Size
51-200
Company Stage
Series C
Total Funding
$160M
Headquarters
San Francisco, California
Founded
2019
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Comprehensive health plans
Remote-friendly work environment
Parental leave
Competitive salary, equity and 401(k) savings plans
Wellbeing benefits
Flexible PTO
CES and Tecton establish joint venture 'KES' and open office in Kazakhstan. * 1 day ago CES Co., Ltd. and Kazakhstan-based company Tecton have established a joint venture, Kazakhstan Earth Services (KES), to expand satellite data services in Central Asia. The office opening ceremony was held on April 2 in Kazakhstan, marking an important milestone in strengthening regional cooperation and advancing satellite data applications in the region.
Databricks to buy Tecton in AI agent push.
Databricks has acquired Tecton, a machine-learning startup valued at $900 million, to enhance real-time data processing for AI agents.
Databricks, valued at over $100 billion, has acquired Tecton, a feature store startup valued at $900 million, to enhance its AI infrastructure. This acquisition addresses deployment challenges by integrating Tecton's real-time feature storage into Databricks' Lakehouse Platform, reducing model deployment time. Tecton had raised $160 million from investors like Kleiner Perkins. The MLOps sector is seeing significant investment, with $4.5 billion in 2024 and projections of $6 billion in 2025.
Founded in 2020 by former Uber engineers, Tecton has raised US$160 million from investors including Sequoia Capital, Kleiner Perkins, Andreessen Horowitz, and Bain Capital Ventures.