Software Engineer (Machine Learning Infrastructure)
Full time in IT & Software Email JobJob Detail
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Job ID 17264
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Công ty DIGISOURCE'S PARTNER
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Địa điểm Anywhere
Job Description
Job Description
Our client is the first experience platform for communications service providers in SaaS in the globe who is searching for a qualified candidate to join their firm:
- 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 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
Job Requirement
- BS/MS/PhD in Computer Science, Electrical Engineering or related technical field
- At least 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
