Coupang · 5 months ago
Senior Staff Machine Learning Engineer, Search and Discovery Product Engineering
Mountain View, USA
Full-time
Onsite
Senior Level, Lead/Staff
12+ years expCoupang is one of the fastest-growing e-commerce companies in South Korea, committed to disrupting the industry with innovative solutions. The Senior Staff Machine Learning Engineer will leverage advanced algorithms to enhance the product search and discovery experience, driving impactful metrics and collaborating with product engineering teams.
ApparelConsumer ElectronicsConsumer GoodsCustomer ServiceE-CommerceRetailShopping
Responsibilities
Root causes the major defects that are present in Coupang searchers’ experience
Propose solutions which address these defects and leverage the state-of-the-art technologies, including ML, DL and LLM
Drive end-to-end ML methods that have a high degree of ambiguity, scale and complexity
Build machine learning models, perform proof-of-concept, experiment, optimize and deploy your models into production
Establish scalable, efficient, automated processes for data analysis, machine-learning model development, model validation and serving
Run A/B experiments, gather data, and perform statistical analysis to develop insights that drive product requirements
Present results and explain methods to the leadership
Mentor junior engineers on the team and partner teams and help to uplevel ML talent across the company
Be a thought leader and able to gain consensus in the organization when needed
Qualification
Required
12+ years working experience in the engineering teams that build large-scale ML-driven user-facing products
Experience with state of the art ML modeling techniques and approaches like transformers, self supervised pre-training, generative modeling, LLMs, etc
Hands-on experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow
Proficient coding skills in Java, C++ or Python
Masters or PhD in Comp Sci or related fields
Preferred
Love to explore new territory of technology and go deep on domain knowledge
Ability to think outside-the-box and challenge conventional wisdoms
Extensive knowledge in deep learning and computer vision techniques
A passion to explore, improve, automate and optimize distributed systems and tools
PhD in Computer Science or related Engineering majors
Bonus points for experience at ecommerce or social network or search companies
Bonus points for large language models, generative AI experience
Company
Coupang
Coupang is an e-commerce platform that offers a wide variety of products, including apparel, electronics, and home goods.
10001+ employees
H1B Sponsorship
Coupang has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (1)
Funding
Current Stage
Public CompanyTotal Funding
$3.42BKey Investors
SoftBank Vision FundSoftBankBlackRock Private Equity Partners
2021-03-11IPO
2021-01-01Post Ipo Equity
2018-11-20Private Equity· $2B
Leadership Team
G
Gaurav Anand
Chief Financial Officer
Harold Rogers
General Counsel and Chief Administrative Officer
Recent News
Company data provided by crunchbase