Data Science Manager

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Position Overview 

As data scientists at BuildingConnected, our research brings best-in-class data driven products to the construction industry. From natural language processing models that pinpoint critical construction data to recommendation systems that highlight the right workers for a job, we deliver cutting edge solutions to the construction industry. If you like the idea of effecting change on a global scale and want to work with a thoughtful team that is building useful products for people in a hard-working industry, we should chat.

We’re looking for a data science lead to develop and guide our team of data scientists and engineers. This role will have a huge impact on the organization, helping to establish the future of machine learning products at ACS. You’ll have the opportunity to help us scale the team both in terms of technology, knowledge, and process as we set out to build the future of construction.

Our tech stack (experience w/ these technologies preferred but not required):

  • Notebook environments like Jupyter and Sagemaker
  • Python with libraries such as Scikit-learn, PyTorch, and SpaCy Spark (via PySpark) running on AWS EMR
  • Data annotation platforms such as FigureEight and Prodigy
  • Data stores such as S3, Snowflake, and Redshift
  • Production deployments on AWS Lambda, EMR, and Airflow
  • Development environment and deployments using Docker

Responsibilities:

  • Lead and manage a team of 3-5 data scientists, conducting regular 1:1s, providing empathetic mentorship, and facilitating career growth
  • Work closely with the product and engineering stakeholders to prioritize team backlog
  • Be a hands on contributor for what the team is working on
  • Collaborate with engineering leadership
  • Champion DS charter within and outside the organization technical discussions with stakeholders to solve hard problems in the data science and machine learning space
  • Respond to feedback quickly
  • Contribute to a kind and inclusive working environment

Minimum Qualifications:

  • A degree in a field related to data science (Engineering, Computer Science, Statistics, etc) or equivalent industry experience
  • Previous experience as a data scientist working on production level machine learning products
  • Previous leadership experience is a plus

BuildingConnected, an Autodesk company, is a preconstruction solution connecting owners, general contractors, and subcontractors to streamline the bid and risk management process. The platform is built on a real-time, crowdsourced network—the largest construction network in North America, with over 800,000 contractors using it to send bid invites, qualify vendors and track opportunities. The Autodesk Construction Solutions(ACS) portfolio connects the office, trailer, and field so customers can move seamlessly through each phase of a building’s lifecycle — from design and preconstruction to construction, turnover, and operations — with best-in-class solutions that include Assemble Systems, BIM 360, BuildingConnected and PlanGrid.

We're still growing fast and building a lot of new products in the coming year, so it's an exciting time to get on board!

As part of GDPR compliance procedures, we have posted our Recruiting Privacy Notice on our website. Please also note that the advertised position is an opportunity with Autodesk, Inc. (https://www.autodesk.com/), as Autodesk recently acquired PlanGrid. Processing of your personal information as part of the job application process, and as part of Autodesk employment should a candidate be hired, will be handled by Autodesk pursuant to Autodesk’s Candidate Privacy Statement, available at: https://damassets.autodesk.net/content/dam/autodesk/www/content/careers/autodesk_candidate_privacy_statement.pdf

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Location

85 2nd St, San Francisco, 94105

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