Job Description
Career Opportunity for a Machine Learning Engineer in Japan!
■ Machine Learning Engineer
■ Company Overview
An e-commerce, fintech, digital content and communications company with more than 30,000 employees, and operations in 30 countries and regions.
■ Your Role and Responsibilities
● We are currently seeking talented ML engineers to join our team and take on the responsibility of the Travel's marketing activities.
● You will be responsible for projects such as item recommendation, user targeting, image optimization, and NLP tasks utilizing user reviews. In this role, you will have the following key responsibilities:
● Collaborate with the business side to define project requirements.
● Develop detailed dev specifications.
● Build and deploy ML models via APIs.
● Design and execute experiments to validate solutions.
● Conduct AB tests and bandit optimizations to compare different approaches.
● Evaluate experimental results using statistical tests to measure impact and effectiveness
■ Experience and Qualifications
●Possess a passion and curiosity for the fields of machine learning and data science.
●Have experience in building machine learning/deep learning models, including those related to image processing, natural language processing, and other related areas.
●Foundational knowledge such as machine learning models like discriminative and generative models, algorithms etc.
●Have development experience using Python.
●Expected to have experience in one or more of the following:
● Development experience using PyTorch or TensorFlow.
● Execution of training using GPUs.
● Experience in having Python code
● A/B testing based on statistical hypothesis testing. Minimum sample size design using non-central t-distribution.
■ Additional Preferred Qualifications
● Proven experience in deploying machine learning systems to a production environment.
● Fluency in Japanese is considered a plus.
● A track record of publications in top international conferences, demonstrating expertise in the field of machine learning and data science.
■ Good Reasons to Join
● Hybrid position in Japan
● Work with International team members
■ Work Location
Tokyo, Japan
Details will be provided during the meeting.