Sr. Software Engineer - ML/AI
Santa Clara, CA, United States
Senior Software Engineer– ML/AI Service
NOTE: This is an office-based role and the selected candidate will work from the Santa Clara Office.
We're looking for a senior software engineer for the development of the machine learning (ML) service for Couchbase Database.
The role includes the development of infrastructure in supporting a new ML Service within Couchbase's DaaS (Database as a Service) offering. In this role, you will be working with a team of passionate and talented engineers in developing software to enable ML lifecycle within Couchbase DaaS as well as integration with industry-leading 3rd party ML platforms. The ideal candidate will have a strong technical background and excellent communication and leadership skills
Responsibilities:
Develop software enabling ML lifecycle within Couchbase DaaS
Ensure timely delivery of projects that meet business objectives, quality, and supportability goals.
Ensure production systems meet availability and performance targets and SLAs.
Work cross-functionally across product management, QA, Performance and other teams to deliver industry leading solution to customer
Requirements:
Bachelor’s/Master’s degree in computer science or equivalent.
5-7 years of development experience on enterprise system software.
Proficient in Golang (preferred), Java or C++.
Python experience is a plus.
Experience with ML frameworks (e.g. TensorFlow, Scikit Learn, PyTorch).
Experience with ML Service (e.g. Google Vertex AI, AWS Sagemaker, MSFT Azure ML).
Experience with ML lifecycle (train, deploy, run).
Experience with ONNX is a plus.
Experience with cloud platforms (AWS, GCP, Azure).
Experience with performance optimization is a plus.
Experience as a technical or project lead is a plus.
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