Staff Software Engineer - Machine Learning Platform

| Greater LA Area | Remote
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What if you could use your technology skills to develop a product that impacts the way communities’ hospitals, homes, sports stadiums, and schools are built across the world? Construction impacts the lives of nearly everyone in the world, and yet it’s also one of the world’s least digitized industries, not to mention one of the most dangerous. That’s why we’re looking for a talented Software Engineer, Machine Learning Platform to join Procore’s journey to revolutionize a historically underserved industry.

As a Software Engineer, Machine Learning Platform on our Data Engineering team, you’ll help evolve our data science platform to support hundreds of models. In this role, you’ll implement the set of services needed to release AI and data science models capable of working with terabytes of data. This includes model related features like one time and ongoing automatic model training, deploying, and monitoring models, as well as platform related features such as model repository, feature stores, data access layer. 

This position will report to the Manager, Machine Learning Service, and has the opportunity to be based in our Carpinteria, CA, or Austin, TX, offices. Remote based candidates will also be considered.  We’re looking for someone to join us immediately. 

What you’ll do:

  • Provide support to the data science team to release models in production
  • Provide technical leadership for efforts around tooling and infrastructure that enable teams to efficiently complete and maintain data science projects
  • Partner with teams on modeling and analysis problems—from transforming problem statements into analysis problems, to working through data modeling and engineering, to analysis and communication of results
  • Leverage the tools implemented by our SDET team to design unit and integration tests that ensure the systems being released function as intended
  • Lead code reviews, design,
  • Coach and mentor senior engineers
  • Participate in the evolution of Data Engineering at Procore
  • Create and share best practices for the development and deployment of machine learning based solutions  
  • Working alongside our Product, UX, and Prototype Engineering teams, leverage your experience and expertise in the AI space to influence our product roadmap, developing innovative solutions that add additional capabilities to our product suite

What we’re looking for:

  • BS degree in Computer Science, a similar technical field of study, or equivalent practical experience is required; MS or Ph.D. degree in Computer Science or a related field is preferred
  • Hands-on experience developing systems for the machine learning lifecycle: data preprocessing and feature extraction, model training and evaluation, and deployment and monitoring.
  • Familiarity with the associated open source ecosystem (e.g., mlflow, cortex, seldon, Kubeflow, tfx) is a plus.
  • Experience developing large-scale distributed, fault tolerant and scalable data processing systems capable of processing terabytes of structured and unstructured data via batch with Spark, or streaming with Flink or Kafka Streams.
  • Experience partnering with data scientists and can speak knowledgeably about the major machine learning paradigms, algorithms, and software tools, and can translate data science problem statements into corresponding data, infrastructure, or workflow needs
  • Experience partnering with data engineers on designing data lakes and data warehouses for the need of data scientists.
  • Familiarity with AWS cloud infrastructure services, and container systems such as Docker or Kubernetes
  • Familiarity with Python ML and at least one high concurrency language as Java, Elixir, Golang

About Us

Procore Technologies is building the software that builds the world. We provide cloud-based construction management software that helps clients more efficiently build skyscrapers, hospitals, housing complexes, and more. Our headquarters is located on the bluffs above the Pacific Ocean in Carpinteria, CA, with growing offices worldwide. Check us out on Glassdoor to see what others are saying about working at Procore!

We are an equal opportunity employer and welcome builders of all backgrounds. We thrive in a diverse, dynamic and inclusive environment. We do not tolerate discrimination against employees on the basis of age, color, disability, gender, gender identity or expression, marital status, national origin, political affiliation, race, religion, sexual orientation, veteran status, or any other classification protected by law.

Perks & Benefits

You are a person with dreams, goals, and ambitions—both personally and professionally. That's why we believe in providing benefits that not only match our Procore values (Openness, Optimism, and Ownership) but enhance the lives of our team members. Here are just a few of our benefit offerings: competitive health care plans, flexible paid time off (Procore Values Time), employee enrichment and development programs, and volunteer days.


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Technology we use

  • Engineering
  • Sales & Marketing
    • .NETLanguages
    • C++Languages
    • JavaLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RubyLanguages
    • SqlLanguages
    • D3JSLibraries
    • jQueryLibraries
    • ReactLibraries
    • Twitter BootstrapLibraries
    • AngularJSFrameworks
    • ASP.NETFrameworks
    • Node.jsFrameworks
    • Ruby on RailsFrameworks
    • MySQLDatabases
    • SalesforceCRM

Location

Procore's Carpinteria campus is the largest of our offices, with multiple buildings spread along the coast and surrounding areas.

What are Procore Technologies Perks + Benefits

Procore Technologies Benefits Overview

You are a person with dreams, goals, and ambitions—both personally and professionally. That's why we invest in our people through Learning & Development opportunities, Enrichment Programs, and providing the encouragement and resources to own your role.

Our offices are largely wall-and-door-free, and the company culture reinforces and celebrates creativity, autonomy, and ingenuity. We aim to create a work environment where our employees can say this is the best job they’ve ever had.

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Diversity
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Someone's primary function is managing the company’s diversity and inclusion initiatives
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Pet Insurance
Wellness Programs
Onsite Gym
Team workouts
Acme Co.'s team fitness initiatives include In-office yoga, In-office fitness classes.
Mental Health Benefits
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Company Equity
Performance Bonus
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Company sponsored family events
Acme co. sponsors family oriented events Annually.
Vacation & Time Off Benefits
Unlimited Vacation Policy
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Game Room
Stocked Kitchen
Some Meals Provided
Happy Hours
Parking
Pet Friendly
Relocation Assistance
Home Office Stipend for Remote Employees
Professional Development Benefits
Job Training & Conferences
Diversity Program
Cross functional training encouraged
Promote from within
Mentorship program
Our mentorship program includes Cross-department program.
Time allotted for learning
Online course subscriptions available
Customized development tracks
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