Mô tả công việc
Giới thiệu về công ty
Plume’s Data Services team is looking for bright and ambitious ML Infrastructure Engineers to continue delivering industry-leading innovation at a rapid pace. Due to the massive scale requirements of our platform, you will be solving challenging problems on a daily basis using cutting edge technologies and advanced architectural patterns involving distributed systems and stateful services. This is a high impact role with immense growth opportunities and will truly put your software and machine learning engineering skills to the test.
Trách nhiệm công việc
- Create a vision and construct a roadmap to build the fundamental machine learning infrastructure for the Data Science team.
- Develop and deploy scalable tools and services to handle machine learning training and inference.
- Design data pipelines and engineering infrastructure to support our Plume’s machine learning systems at scale.
- Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.
- Empower team members to follow the machine learning and software engineering best practices.
- Identify and evaluate new technologies to improve performance, maintainability, and reliability.
- Support model development, with an emphasis on auditability, versioning, and data security.
Kỹ năng & Chuyên môn
- Education Requirements: BS/MS/PhD in Computer Science, Electrical Engineering or related technical field.
- 2+ years of industry experience in developing ML systems, with emphasis on MLOps.
- High proficiency in writing idiomatic code in Python and/or Scala.
- Exposure to machine learning and software engineering methodologies and best practices.
- Experience working with cloud computing and database systems, and machine learning technologies, such as AWS RDS, Sagemaker, Lambda, Spark (Databricks), MLFlow, Airflow.
- Experience and demonstrated capability to handle challenges with vague or abstract problem definition.
- Can work asynchronously with teams from different time zones.
Phúc lợi dành cho bạn
- Compulsory insurance: full salary
- Company bonus: up to 15% ~ extra 1.5 -2 month salary
- Company stock - after IPO
- Annual leave: unlimited
- Premium Healthcare
- Mobile phone / Internet allowances
- Mon - Fri ( 9h - 18h)
Công ty
Plume Design, Inc
Ngành nghề
Software, Internet, Artificial Intelligence
Quy mô công ty
500-999
Quốc tịch công ty
United States