Staff Machine Learning Engineer
Staff Machine Learning Engineer
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Job Description
Were looking for a Staff Machine Learning Engineer to join Procores AI Studios team. In this role you will play a pivotal role in driving AI advancements that revolutionize the construction industry. Procore is the leading construction management platform empowering teams to seamlessly connect field and office operations. Trusted by thousands of construction professionals worldwide Procore sets the standard for innovation and excellence in the industry.
As a Staff Machine Learning Engineer in the Construction Intelligence division your contributions will enable smarter workflows improve efficiency and elevate decisionmaking processes for construction teams globally. This is an exciting opportunity to work on impactful projects leveraging stateoftheart AI technologies to tackle some of the industrys biggest challenges.
We believe in extreme passion and relentless drive to do our best work every single day. Procorians are resilient selfmotivated and selfless. If this resonates with you please consider applying today!
This position reports to the Director of Machine Learning in the Construction Intelligence division and will be based in our Toronto ON Canada office. Were looking for someone to join us immediately.
What youll do:
Interact with customers directly to understand their business problems and help them with defining and implementing scalable ML/DL solutions to solve them.
Research develop and implement the stateoftheart solutions in AI and ML to develop and deploy scalable solutions into production.
Collaborating and coordinatingwith people in a range of roles including product managers designers engineers and other key product stakeholders to define requirements scope and architecture for new features and enhancements.
Pushing forward what were doing with AI technology not just executing but helping to discover and keep Procore on the leading edge.
Being an excellent communicator and sharing knowledge by clearly articulating results and ideastocustomers managers and key decision makers.
Foster a healthy and inclusive team environment provide technical guidance to other engineers and act as a mentor.
What were looking for:
5 years of Python experience focused on scalable maintainable code.
Experience in training and deploying models using PyTorch and TensorFlow (including YOLOv8v11 Transformers Mask RCNN DETR and Swin Transformers).
Proficient in finetuning LLMs VLMs and NLP technologies for specialized applications.
Skilled in designing workflows for data collection annotation feature engineering model training and evaluation.
Proficient in distributed GPU training with CUDA and cuDNN for multiGPU systems.
Proficient in containerization microservices and deployment using Docker Kubernetes and cloud platforms like AWS.
Strong knowledge of Ray for distributed execution ArgoCD for GitOps workflows and Kubernetes for managing ML applications.
Proficient in Git and building robust CI/CD pipelines to ensure efficient development and deployment.
Experience with monitoring tools like Datadog New Relic and Sumo Logic for ensuring system reliability and performance.
Solid understanding of Agile practices with a proven track record of delivering iterative highquality results.
Additional Information :
Perks & Benefits
At Procore we invest in our employees and provide a full range of benefits and perks to help you grow and thrive. From generous paid time off and healthcare coverage to career enrichment and development programs learn more details about what we offer and how we empower you to be your best.
About Us
Procore Technologies is building the software that builds the world. We provide cloudbased construction management software that helps clients more efficiently build skysers hospitals retail centers airports housing complexes and more. At Procore we have worked hard to create and maintain a culture where you can own your work and are encouraged and given resources to try new ideas. Check us out on Glassdoor to see what others are saying about working at Procore.
We are an equalopportunity employer and welcome builders of all backgrounds. We thrive in a diverse dynamic and inclusive environment. We do not tolerate discrimination against candidates or employees on the basis of gender sex national origin civil status family status sexual orientation religion age disability race traveler community status as a protected veteran or any other classification protected by law.
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Alternative methods of applying for employment are available to individuals unable to submit an application through this site because of a disability. Contact our benefits team here to discuss reasonable accommodations.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
