Coupang · 2 months ago
Senior Staff Machine Learning Engineer, Search and Discovery Product Engineering
Mountain View, CA
Full-time
Onsite
Senior Level, Lead/Staff
$159K/yr - $324K/yr
8+ years expCoupang is a rapidly growing e-commerce company known for its innovative approach to shopping and customer experience. The Senior Staff Machine Learning Engineer will leverage advanced algorithms to enhance Coupang's product search and discovery, driving impactful projects in machine learning and AI. This role involves collaborating with product engineering teams and mentoring junior engineers to push the boundaries of machine learning technology.
ApparelConsumer ElectronicsConsumer GoodsCustomer ServiceE-CommerceRetailShopping
Hiring Manager
Neha Shrivastava
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
8+ years working experience in the engineering teams that build large-scale ML-driven user-facing products
Experience applying generative AI, multimodal AI, or vision-language models in production environments
Hands-on experience training, fine-tuning, and deploying large language models or large vision models at scale
Proficient coding skills in Java, C++ or Python
Masters or PhD in Computer Science or related fields
Preferred
Track record of advancing state-of-the-art in LLMs, multimodal AI, or computer vision research (publications, benchmarks, or open-source contributions)
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
Benefits
Medical/Dental/Vision/Life, AD&D insurance
Flexible Spending Accounts (FSA) & Health Savings Account (HSA)
Long-term/Short-term Disability
Employee Assistance Program (EAP) program
401K Plan with Company Match
18-21 days of the Paid Time Off (PTO) a year based on the tenure
12 Public Holidays
Paid Parental leave
Pre-tax commuter benefits
MTV - [Free] Electric Car Charging Station
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