Coupang Internal - Staff, Machine Learning Engineer - Coupang Play
Requirements
• Bachelor's degree in computer science,Electrical Engineering, Statistics, Mathematics, or related field • 7+years of experience in building ML products, with at least 2 years of experience in content recommendation or ad personalization domain • Experience building and deploying large-scale recommendation and personalization systems in production • Proficiency in Python and at least one deep learning framework (e.g. PyTorch, Tensorflow, or Keras) • Strong statistical background in experimentation and modeling • Deep product sense, self-starter and ability to drive critical projects in fast-paced environment • Excellent communication skills in English and a collaborative mindset • MS or PhD in degree in Computer Science, Electrical Engineering, Statistics, Mathematics, or related field • Excellent software engineering skills with a proven record of high quality product delivery • Experience in training, evaluating, fine-tuning, and deploying models (e.g. LLM) in production • Experience with AWS or other cloud system and familiarity with using GPUs • Recruitment Process and Others • Recruitment Process • Recruitment Process • Application Review - 1st Interview - 2nd Tech Interview - Leadership interview – Offer • The exact nature of the recruitment process may vary according to the specific job and may be changed due to scheduling or other circumstances. • Interview schedules and the results will be informed to the applicant via the e-mail address submitted at the application stage. • Details to Consider • Details to Consider • This job posting may be closed prior to the stated end date for application if all openings are filled. • Coupang has the right to rescind an offer of employment if a candidate is found to have submitted false information as part of the application process. • Those eligible for employment protection (recipients of veteran’s benefits, the disabled, etc.) may receive preferential treatment for employment in accordance with applicable laws. • Job titles and responsibilities may be subject to change depending on the candidate’s overall experience, etc. This will be communicated to the candidate at the appropriate time before the offer. • Hiring may be restricted in case the legal qualifications required for hiring and work performance is not met. • Your personal information will be collected and managed by Coupang as stated in the Application Privacy Notice located below. • https://privacy.coupang.com/en/land/jobs/
Responsibilities
• Build next generation content recommendation and ad personalization systems for Coupang Play • Develop data requirements and coordinate with relevant engineering and business teams to setup data collection as well as to validate data • Develop necessary features for models using the collected data and train relevant models using scientific tools and coding • Integrate model inference implementations into our production systems • Setup necessary testing requirements for the models in production, including A/B testing, and analyze results to gather insights about model performance
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