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Job Summary


Job Type
Permanent

Seniority
Senior
Mid

Years of Experience
At least 5 years

Tech Stacks
TensorFlow
PyTorch
Spark
JavaScript
kafka
C++
Linux
Go
Python

Job Description


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## Overview
  • Position: Senior ML Engineer
  • Location: Taipei, R.O.C. / Singapore
  • Duration: Long Term Contract

## Responsibilities
  • Responsible for the research and development of pipeline and algorithm for ads recommendation system in both e-commerce and news-media domain.
  • Design, train, deploy and monitor models
  • Working with our product owner to flesh out the problems and suggest the right trade-offs between engineering efforts and model performance.
  • Think of creative ways to improve solutions that are already in place
  • Come out new feature ideas and design real-time data pipelines to incorporate them into our models
  • Mentor junior members in the team

## Key Qualifications
  • Strong communication and teamwork skills
  • Passion about technologies and solving challenging problems
  • Very comfortable with Mathematics, Probability, Statistics
  • 5+ years of relevant industry experience of developing/training/deploying ML models is highly preferred.
  • 2+ years of industry experience in the field of data
  • 1+ years of solid hands-on experience with Pytorch/TensorFlow

## Additional Requirements
  • Experience in real-time model inference is a plus
  • Excellent coding and code development ability, familiar with linux, proficient in any language of python/golang//Javascript/C++
  • Strong ability for learning new technologies related to Big Data Processing and Data Management.
  • Experience with Spark and Kafka is a plus
  • Experience in using open source framework to build applications is a plus
  • Experience in using K8S to build applications is a plus

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