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Full-Time

Sr. Mgr – Machine Learning

Posted on 6/5/2024

Procore Technologies

Procore Technologies

1,001-5,000 employees

Cloud-based construction management software platform

Consulting
Hardware
Industrial & Manufacturing
Enterprise Software
Real Estate

Senior, Expert

Austin, TX, USA

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Security Engineering Management
Software Engineering
Required Skills
Data Science
Data Structures & Algorithms
Requirements
  • Master's degree in Computer Science, Data Science, or related field (PhD preferred).
  • 10+ years of experience in leading and managing software engineering teams.
  • 5+ years of experience working with machine learning scientists and engineering and deploying models to production.
  • Proven track record of successfully delivering impactful ML solutions within a business context.
  • Strong understanding of the ML engineering lifecycle, including model development, deployment, monitoring, and governance.
  • Excellent communication, collaboration, and leadership skills.
  • Ability to think strategically and translate business needs into technical solutions.
  • Experience working in a fast-paced, dynamic environment.
Responsibilities
  • Define and lead the strategic roadmap for the Machine Learning Engineering team, aligning with broader organizational goals.
  • Recruit, build, and lead a high-performing team of Machine Learning Engineers and Scientists.
  • Establish and maintain engineering best practices for ML model development, deployment, and operation (MLOps).
  • Oversee the design, development, and deployment of production-grade ML solutions across various business domains.
  • Collaborate with data scientists, product managers, and other stakeholders to understand business needs and translate them into technical requirements.
  • Select and implement appropriate ML algorithms, frameworks, and tools to ensure efficient and scalable model development.
  • Champion innovation and experimentation within the team, encouraging exploration of new technologies and techniques.
  • Stay up-to-date on the latest advancements in the field of ML engineering and identify opportunities for improvement.
  • Develop and manage robust monitoring and alerting systems for deployed ML models.
  • Ensure data security, privacy, and ethical considerations are integrated throughout the ML development process.
  • Communicate effectively with both technical and non-technical audiences.

Procore Technologies specializes in cloud-based construction management software, designed to enhance project efficiency and accountability through improved communications and documentation. This firm stands out in the construction tech sector by providing tools that facilitate real-time data access and risk minimization, which are crucial for managing diverse global construction projects. Working here offers an opportunity to be part of a team that is pivotal in transforming construction management practices, enabling better project outcomes and industry standards.

Company Stage

IPO

Total Funding

$543.5M

Headquarters

Carpinteria, California

Founded

2003

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

12%
INACTIVE