Senior Data Scientist, Procore
$158.7-218.2k
+ Eligible for Bonus Incentive Compensation
Construction management platform
Job no longer available
Construction management platform
1001+ employees
Job no longer available
$158.7-218.2k
+ Eligible for Bonus Incentive Compensation
1001+ employees
Company mission
To forge a better future for everyone in construction.
Role
Who you are
- 4+ years of hands-on experience developing predictive models and managing the machine learning lifecycle: data preprocessing and feature development, model training and evaluation, deployment, and monitoring. Familiarity with the associated open-source ecosystem (e.g., mlflow, cortex, seldon, Kubeflow, tfx, Scikit) is a plus
- MS or Ph.D. degree in Mathematics, Computer Science, or a related field is preferred
- Experience with problem framing across multiple data science and machine learning subdomains, including forecasting, anomaly detection, classification, and regression
- Experience with training and optimizing Deep Learning models
- Superior communication skills with the ability to distill rigorous mathematical and statistical concepts such that non-experts may understand
- Demonstrable experience launching NLP and CV solutions
- Demonstrable experience with developing actionable solutions with LLM tools
- Familiarity with AWS cloud infrastructure services and container systems such as Docker or Kubernetes
- Familiarity with Python ML packages, deep learning framework (Pytorch or Tensorflow), and computer vision packages
- Professional experience in software development (software design and development life cycle) preferred
What the job involves
- We’re looking for a Senior Data Scientist to join Procore’s Data team supporting Fintech initiatives
- In this role, you will enable Procore to make smarter, more data-driven decisions, and provide prescriptive solutions to some of Construction’s largest problems, particularly focused around how data can help contractors operate safer and drive better insurance outcomes
- Construction impacts the lives of nearly everyone in the world, and yet it’s also one of the world’s least explored industries for how data and AI can impact the industry, Procore has among the largest digital construction data sets in the world
- That’s why we’re looking for a talented Data Scientist to join Procore’s journey to revolutionize a historically underserved industry
- As a Senior Data Scientist, you’ll partner with the Fintech department to implement the set of services needed to release AI and data science models capable of working with TB of data
- You’ll model related features including one time and ongoing automatic model training, deploying, and monitoring models
- This position is a great opportunity to use your machine learning, data engineering, AWS cloud service skills to enable machine learning as a service at scale at Procore
- This position reports to the Head AI/ML and will support the Fintech Director of Actuarial and Data Science
- Work with Fintech org to develop and deploy reliable and insightful ML models
- Provide technical leadership for efforts around tooling and infrastructure that enable teams to complete and maintain AI/ML projects efficiently
- Partner with cross-departmental teams to understand the business requirements and design user feedback loop to collect user data
- Coach and mentor junior data scientists on the team; lead code reviews, design, and best practices
- Participate in the evolution of Data Science at Procore
Our take
Construction tech company Procore offers a cloud-based construction management platform. With substantial productivity gains and cost reductions on the table for construction companies that digitize more efficiently, Procore’s offerings are an attractive prospect for those operating in the industry.
Founded in 2002, Procore now serves over 150 countries, providing a range of products for preconstruction, project management, and resource and financial management. Its platform is built atop multi-zone cloud infrastructure, and is able to house every app, document, and person involved in projects, providing visibility that simplifies processes for everyone involved.
With promising stock performance and a legacy position in the construction tech sector, Procore seems likely to continue a steady upward trajectory in this growing market. On top of this, the company published its first Environmental, Social and Governance report in 2022, highlighting its commitment to work towards a more sustainable future, and has continued to develop integrations and partnerships to improve its offerings.
Steph
Company Specialist at Welcome to the Jungle
Insights
12% employee growth in 12 months
Company
Funding (last 2 of 11 rounds)
May 2020
$150m
LATE VC
Sep 2019
$94.9m
SERIES I
Total funding: $567.8m
Company benefits
- Physical and Mental Wellness Support: With comprehensive healthcare benefits, long-term disability, life insurance and other resources.
- Values-Driven Paid Time Off: Based on openness, ownership and optimism – take the time you need when you need it.
- Retirement Benefits: Such as a 401k or RRSP with employer contribution (varies by country).
- Employee Stock Purchase Plan: Exclusively for eligible employees to purchase discounted shares of PCOR stock.
- Employee Enrichment Program: With classes and programs for personal and professional development.
- Procore Perks: A reimbursable stipend for purpose-driven goods and services that support work/life well-being and physical and financial wellness.
- Family Building Benefits: Including fertility treatments (with some medical plans) and cash benefits to support adoption and surrogacy for all eligible U.S. employees.
Company HQ
Carpinteria, CA
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