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Job Description

  • Design, train, and deploy deep learning models to visually analyze mosquitoes in our production process.
  • Build high-accuracy object detection and image segmentation pipelines to count mosquito pupae from complex, real-world image data.
  • Leverage environmental data and biological parameters to model mosquito population dynamics, ultimately optimizing our mosquito release strategies and schedules.
  • Take ownership of the full machine learning lifecycle and transition models from local research prototypes into scalable, highly available production environments.
  • Work closely with entomologists, data scientists, and hardware engineers to leverage machine learning techniques to most effectively solve problems for the team.

Minimum qualifications:

  • Bachelor’s degree or equivalent practical experience.
  • 5 years of experience with full-stack development, including back-end, such as Java, Python, GO, or C++ codebases, and front-end, such as JavaScript, TypeScript, HTML, or CSS.
  • Experience developing computer vision or machine learning products.

Preferred qualifications:

  • Master's degree or PhD in Computer Science, or a related technical field.
  • Experience with hacking hardware (e.g., Arduino, Raspberry Pi, etc.), and with other technologies (e.g., AS3, OpenCV, Android, Obj-C, etc).
  • Experience deploying machine learning models on edge devices or in resource-constrained environments.
  • Experience working in agricultural tech, bio-tech, or environmental science.
  • Familiarity with spatial statistics or epidemiological modeling.
  • Bachelor’s degree or equivalent practical experience.
  • 5 years of experience with full-stack development, including back-end, such as Java, Python, GO, or C++ codebases, and front-end, such as JavaScript, TypeScript, HTML, or CSS.
  • Experience developing computer vision or machine learning products.
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Google
AI Research Lab · 500+ Members · Mountain View, CA, United States

Google builds internet, software, cloud, and AI products used by consumers, developers, and organizations. Its portfolio includes Search, YouTube, Android, Chrome, Maps, Gmail, Workspace, Google Cloud, advertising platforms, devices, and Gemini AI products. The company develops large-scale computing infrastructure and research that power information retrieval, communication, productivity, media, navigation, and machine learning. Google is the largest operating business within Alphabet and earns a substantial share of its revenue from digital advertising.

All jobs at Google

Location

Singapore

Job Overview
Job Posted:
1 week ago
Workplace
On-site
Job Type
Full Time
Education
Any
Experience
5+ years

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