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Senior Staff Machine Learning Engineer, Search Personalization

Senior Staff Machine Learning Engineer, Search Personalization

Posted 99 days ago

Job Description

This job posting has expired and no longer accepting applications.

We exist to wow our customers. We know we’re doing the right thing when we hear our customers say, “How did we ever live without Coupang?” Born out of an obsession to make shopping, eating, and living easier than ever, we’re collectively disrupting the multi-billion-dollar e-commerce industry from the ground up. We are one of the fastest-growing e-commerce companies that established an unparalleled reputation for being a dominant and reliable force in South Korean commerce.

We are proud to have the best of both worlds — a startup culture with the resources of a large global public company. This fuels us to continue our growth and launch new services at the speed we have been since our inception. We are all entrepreneurial surrounded by opportunities to drive new initiatives and innovations. At our core, we are bold and ambitious people that like to get our hands dirty and make a hands-on impact. At Coupang, you will see yourself, your colleagues, your team, and the company grow every day.

Our mission to build the future of commerce is real. We push the boundaries of what’s possible to solve problems and break traditional tradeoffs. Join Coupang now to create an epic experience in this always-on, high-tech, and hyper-connected world.

Role Overview

As a Senior Staff Machine Learning Engineer in Search and Discovery, you will leverage the most advanced algorithms to improve Coupang’s product search and discovery quality, including query understanding, product understanding, user understanding, relevance modeling, candidate retrieval, and final stage ranking. You are expected to be a leading expert in one or multiple areas including information retrieval, recommendation systems, machine learning, deep learning or natural language processing. The ideal candidates are pragmatic, resourceful, and embrace challenges that are seemingly impossible. The ideal candidates also have rich industry experience and a track record of delivering highly impactful projects.

What You Will Do

Root causes the bottle neck of the current search and recommendation systems and quantifies the defects.
Propose solutions which address the search and discovery defects and leverage the state-of-the-art technologies, including ML, DL and large language model.
Implement the solutions and conduct AB tests.
Be a thought leader and able to gain consensus in the organization when needed.

Some example projects include:

We use Deep Learning-based conversion prediction model to predict the conversion rate given a query-item pair. Personalization is an important component for conversion prediction.
We use two tower models for learning query/item embeddings and use ANN for candidate retrieval.
We use BERT-based model to retrieve products, classify queries and extract entities from queries and products’ titles (Named Entity Recognition)
We use neural networks to evaluate the relevance of query-item pairs and train such models with millions of human labeled datasets.
We use graph algorithms to explore the latent relationships between queries and documents.

Basic Qualifications

8+ years of experience in related fields including Search, Information Retrieval, RecSys, ML, DL or NLP.
Proficient coding skills in Java, C++ or Python
Problem solver, Pragmatic and Open-minded
Bachelor's Degree in Computer Science or related fields.
Experience with handling large data volumes in a distributed environment

Preferred Qualifications

Love to explore new territory of technology and go deep on domain knowledge.
Ability to think outside-the-box and challenge conventional wisdoms.
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 and generative AI

Pay & Benefits  

Our compensation reflects the cost of labor across several US geographic markets. At Coupang, your base pay is one part of your total compensation. 

The base pay for this position ranges from $159,000/year in our lowest geographic market to $324,000/year in our highest geographic market. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience. 

General Description of All 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

General Description of Other Compensation 

 “Other Compensation” includes, but is not limited to, bonuses, equity, or other forms of compensation that would be offered to the hired applicant in addition to their established salary range or wage scale. 

Recruitment Process and Others

Recruitment Process

Application Review - Phone Interview - Onsite (or Virtual Onsite) 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

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.

Coupang does not discriminate against disabled applicants or those with veteran status. We are proud to offer equal opportunities for all applicants.

Privacy Notice

Your personal information will be collected and managed by Coupang as stated in the Application Privacy Notice located below: https://www.coupang.jobs/privacy-policy/

Coupang is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, or gender (including pregnancy, gender identity, gender expression, sexual orientation, transgender status), national origin, age, disability, medical condition, HIV/AIDS or Hepatitis C status, marital status, military or veteran status, use of a trained dog guide or service animal, political activities, or affiliations, citizenship, or any other characteristic or class protected by the laws or regulations in the locations where we operate. If you need assistance and/or reasonable accommodation in the recruiting process due to a disability, please contact us at usrecruiting@coupang.com.

Requisition Job ID: R0044532

This job posting has expired and no longer accepting applications. Please check out our latest AI jobs.