Plume Design, Inc

Plume Design, Inc

Revolutionizing WiFi experience

Software Engineer - Machine Learning Infrastructure

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.
1 tuần trước

Địa điểm

  • WeWork, Etown Central, 11 Doan Van Bo, Phường 13, Quận 4, Thành phố Hồ Chí Minh

Số năm kinh nghiệm

2 năm

Cấp bậc

Middle

Loại hình

Kỹ năng

Quy trình phỏng vấn

  • Vòng 1:

    Codility test
  • Vòng 2:

    Technical round (2rounds)
  • Vòng 3:

    Culture fit
  • Vòng 4:

    Technical round with VP Mobile Development
Plume Design, Inc
Plume Design, Inc
Plume Design, Inc
Plume Design, Inc

Website

Địa điểm

  • WeWork, Etown Central, 11 Doan Van Bo, Phường 13, Quận 4, Thành phố Hồ Chí Minh

Quy mô công ty

500-999

Ngành nghề

Các công nghệ sử dụng

Quốc tịch công ty

United States