Senior Staff Machine Learning Engineer
FlexSalary not specified
- Full Time
- Senior (5 to 8 years)
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Construction Management SoftwareIndustries
Requirements
Candidates should possess at least 5 years of experience with Python, focusing on scalable and maintainable code, and demonstrate proficiency in training and deploying models using PyTorch and TensorFlow, including experience with YOLOv8-v11, Transformers, Mask R-CNN, DETR, and Swin Transformers. Strong skills are required in designing workflows for data collection, annotation, feature engineering, model training, and evaluation, as well as distributed GPU training with CUDA and cuDNN. Furthermore, candidates must be proficient in containerization, microservices, and deployment using Docker, Kubernetes, and cloud platforms like AWS, along with a solid understanding of Agile practices and Git.
Responsibilities
The Staff Machine Learning Engineer will interact directly with customers to understand their business problems and develop scalable ML/DL solutions, research, develop, and implement state-of-the-art AI and ML solutions, collaborate with product managers and engineers to define requirements and scope, push forward AI technology, communicate results and ideas to customers and stakeholders, foster a healthy team environment, provide technical guidance, and act as a mentor. They will also be responsible for building robust CI/CD pipelines and monitoring system reliability and performance.
Skills
Machine Learning
Deep Learning
AI Technologies
Scalable ML/DL Solutions
Research and Development
Collaboration
Problem-Solving
Deployment
Procore Technologies
Construction management software for project efficiency
About Procore Technologies
Procore Technologies provides construction management software that helps streamline and improve the efficiency of construction projects. Its platform includes a variety of tools that assist with different stages of construction, such as prequalification, bid management, estimating, quality and safety management, design coordination, and Building Information Modeling (BIM). This software allows construction teams to enhance communication and visibility between field and office operations, which helps ensure projects are completed on time and within budget. Procore stands out from its competitors by offering a comprehensive all-in-one solution and personalized support services, including training and resources tailored to the specific needs of different clients. The company's goal is to be a trusted partner for construction professionals worldwide, enabling them to successfully manage their projects and adapt to industry trends.
Carpinteria, CaliforniaHeadquarters
2003Year Founded
$552.3MTotal Funding
IPOCompany Stage
Industrial & Manufacturing, Enterprise SoftwareIndustries
1,001-5,000Employees