Staff Data Scientist - San Francisco, United States - Redwood Materials Inc.
Description
Staff Data ScientistRedwood Materials is looking for talented data scientists and machine learning engineers to work on several special projects which involve making real world inferences based on complex sensor and imagery data.
This role will require creativity, thoughtfulness, and engineering intuition to extract features and build models that identify and predict physical phenomena.
This is an opportunity to join during a critical growth phase and build green field software which is critical to the technical growth and scaling of the company.
Responsibilities will include:
Leading technical teams, managing project requirements and timelinesDeploying machine learning/data pipelines to cloud infrastructureDesigning robust cloud architecture for machine learning projectsUtilizing your experience in a physical engineering discipline, physics, or strong intuition around modeling mechanical/electrical/chemical/high-energy radiation processesDesired qualifications:Bachelors degree in Computer Science, an Engineering discipline, or equivalent practical experience.
We are looking for folks capable of developing and deploying pipelines and writing clean, maintainable code, much of which will be used in production.5 years of in-depth experience working with classical machine learning methods (trees, clustering, SVM, ability to blend techniques and pick the right tool for the job), 4 years of professional software development experience.
Ability to implement algorithmic machine learning-esque models for problems that are not solved well by standard/textbook machine learning techniques.Strong experience with Python, Pandas, scikit-learn, relational databases, Linux, working in cloud environments.
The position can be remote with occasional travel or in-person at our headquarters in Carson City, Nevada.#J-18808-Ljbffr