Staff Machine Learning Engineer
Staff Machine Learning Engineer
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1 Vacancy
Job Description
We exist to wow our customers. We know were 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 were 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 at since our inception. We are all entrepreneurs 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 whats 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 our Staff Machine Learning Engineer for Coupang Ads Learning (Ads Tech) you will be responsible for developing designing machine learning models optimization algorithms and new product features for our advertising platform.
The Coupang Ads Learning (Ads Tech) is responsible for providing vendors that sell their products on Coupang with a host of marketing products and services. Our group is responsible for advertising brands and products inside our e-commerce website.
This is an opportunity to be part of building up a new development organization with strong revenue potential inside a successful company. Were building full-stack engineering teams to handle large scale advertising problems including real-time behavioral targeting auctioning and bidding systems and search-based advertising.
In this role you will be responsible for innovating and building our new ad quality stack for our ads platform and eventually extend it into a full ad exchange DSP and SSP.
What You Will Do
- Design and implement large-scale ML systems for personalized recommendation using state-of-the-art techniques such as transformer-based models contrastive learning and vector search
- Define and track key performance metrics to evaluate model impact and identify high leverage opportunities for improvement
- Collaborate cross-functionally with product engineering and data science teams to align technical solutions with business goals and customer experience
Basic Qualifications
- Bachelors degree in computer science electrical engineering mathematics statistics or closely related fields
- 4 years of professional experience in applied machine learning
- Experience in machine learning deep learning and statistical modeling
- Proficiency in Python and/or Java with experience in building production grade ML Systems
Preferred Qualifications
- Masters or PhD in relevant technical fields
- Experience with search systems information retrieval or recommendation engines
- Experience with LLMs embeddings and vector search technologies
- Experience with cloud platforms such as AWS Google Cloud Platform including services like Vertex AI BigQuery or SageMaker
- Experience working in startup or high-growth environments
- Proven ability to lead-cross-functional teams and deliver results in a multicultural global organization
- Hands-on experience with modern ML frameworks such as TensorFlow PyTorch Scikitlearn Keras XGBoost LightGMB and
- Experience with ML lifecycle tools such as MLflow Kubeflow Weights & Biases or Amazon SageMaker
- Excellent communication skills with the ability to explain complex technical concepts to both technical and non-technical stakeholders
Pay & Benefits
Our compensation reflects the cost of living 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 $138000/year in our lowest geographic market to $297000/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.
Coupang is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to actual or perceived race (including traits historically associated with race including but not limited to hair texture and protective hair styles) color religion religious creed (including religious dress and grooming practices) sex or gender (including pregnancy childbirth breastfeeding and medical conditions related to pregnancy childbirth or breastfeeding) gender identity gender expression sexual orientation ancestry national origin (including language use restrictions) age (40 and over) physical or mental disability medical condition genetic information HIV/AIDS or Hepatitis C status family status (including but not limited to marital or domestic partnership status) military or veteran status use of a trained dog guide or service animal political activities or affiliations ancestry citizenship family and medical leave status status as a victim of any violent crime or any other characteristic or class protected by the laws or regulations in the locations where we operate.
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 .
Job Requisition ID: R0063970
Required Experience:
Staff IC
Employment Type
Full-Time
