Sign In

Einat Orr

Co-Founder & CEO @lakeFS by Treeverse

Einat Orr is a highly accomplished technology executive and entrepreneur. She is the Co-founder and CEO of Treeverse, a company that developed lakeFS, an open-source platform providing git-like capabilities for object storage-based data lakes.13 Orr has been an Official Member of the Forbes Business Council since January 2022.4

Orr holds a Ph.D. in Mathematics from Tel Aviv University, specializing in optimization in graph theory.12 Her career spans over 20 years, during which she has built and led R&D organizations and driven technological vision at multiple companies.2

Prior to founding Treeverse in January 2020, Orr served as the CTO of SimilarWeb from 2014 to 2019.4 She has also held leadership positions at other companies, including:

  • Vice President of Engineering at Earnix (2013-2014)
  • VP of R&D at Extreme Reality (XTR3D) (2011-2013)
  • VP of R&D and GM Israel at Correlix (2008-2011)4

Orr's expertise lies in data engineering, algorithms, and building scalable distributed systems. She is a frequent speaker at industry events and has published articles on topics such as implementing data engineering best practices and the importance of developer experience in organizations.1

Highlights

Jul 11 · linkedin

𝗖𝗔𝗡 𝗪𝗘 𝗕𝗘𝗖𝗢𝗠𝗘 𝗔 𝗗𝗔𝗧𝗔 𝗦𝗖𝗜𝗘𝗡𝗧𝗜𝗦𝗧 𝗜𝗡 𝟭 𝗗𝗔𝗬? ❎ The world of data and machine learning offers exciting opportunities, but understanding the different roles can be challenging since titles are misleading .

Here's a breakdown of key data positions to help you chart your course:

𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀: They build the pipelines that bring in raw data, clean it, and organize it for analysis. They use complex distributed systems to perform their tasks such as spark and kafka. Think data fluency, quality control, and a knack for keeping things in order.

𝗗𝗮𝘁𝗮 𝗮𝗻𝗮𝗹𝘆𝘀𝘁𝘀: The question-askers. They delve into the data, uncovering patterns and insights. Analytical thinking and an understanding of the business are essential.

𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁𝘀/𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿𝘀: Model builders and trainers. They have a background in math/physics or statistics and an understanding of how to build and optimize a model using the data. The right education and a neck for research are a must.

𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀: They focus on deploying models into the real world, ensuring they run smoothly and efficiently. Containerization, registration, and a keen understanding of production environments are key.

These roles represent distinct pieces of the data and #ML puzzle.

lakeFS is used by all the data practitioners we presented above as it allows them to manage the data the way they manage code, by bringing Git-like #data version control to data lakes, making data management scalable and reliable. It integrates with existing tools and enriches data catalogs for a more valuable data pipeline.

May 21 · linkedin

The annual State of Data Engineering 2024 report is here!

Our analysis revealed three key trends shaping the data landscape: ▪️ GenAI influence on software infrastructure ▪️ Expansion of product offerings ▪️ Open table formats and their catalogs creating closed gardens

2024 is shaping out to be an exciting year in this space and it will be interesting to see how these three trends will impact the evolution of this space even further. #dataengineering #dataops #mlops

🔗 Read the full report:

Related Questions

What inspired Einat Orr to co-found Treeverse?
How does lakeFS differ from traditional data lakes?
What are some of Einat Orr's key achievements at SimilarWeb?
How has Einat Orr's background in mathematics influenced her leadership style?
What are the main challenges Einat Orr faces as CEO of Treeverse?
Einat Orr
Add to my network

Location

Palo Alto, California, United States