Staff Machine Learning Engineer (Computer Vision)

at  Coupang

Mountain View, CA 94043, USA -

Start DateExpiry DateSalaryPosted OnExperienceSkillsTelecommuteSponsor Visa
Immediate02 Jun, 2024USD 142000 Annual03 Mar, 2024N/APython,Models,Creativity,Java,C++,Deep Learning,Working ExperienceNoNo
Add to Wishlist Apply All Jobs
Required Visa Status:
CitizenGC
US CitizenStudent Visa
H1BCPT
OPTH4 Spouse of H1B
GC Green Card
Employment Type:
Full TimePart Time
PermanentIndependent - 1099
Contract – W2C2H Independent
C2H W2Contract – Corp 2 Corp
Contract to Hire – Corp 2 Corp

Description:

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.
The SDPE (Search and Discovery Product Engineering) ML group is Coupang’s advanced machine learning team. It keeps Coupang at the forefront of machine learning technology across multiple application areas including content understanding, recommendation, ranking and more. It is a high impact applied team that works on directly bringing that technology to the product in collaboration with product engineering teams. The main contribution of the team’s work is to drive top line metrics for wowing our customers and thriving Coupang business.

PREFERRED QUALIFICATIONS

  • Experience in working on, backend and ML systems for large-scale user-facing products, and have a good understanding of how they all work.
  • Experience in closely collaborating with other engineering teams to ship new ML technologies to improve recommendation, content understanding, and ranking systems at scale.
  • The ideal candidate will possess the self-motivation, curiosity, creativity and initiative to achieve goals.

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 also committed to providing a safe work environment for its employees and its consumers.
If you need assistance and/or a reasonable accommodation in the application of recruiting process due to a disability, please contact us at usrecruiting@coupang.com

Basic Qualifications

  • 5+ years working experience in the engineering teams that build large-scale ML-driven user-facing products
  • Extensive knowledge in deep learning and computer vision techniques.
  • 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. Successful candidates in this role need to be able to build bridge state of the art approaches to real world impact.
  • Proficient coding skills in Java, C++ or Python
  • Masters or PhD in Comp Sci or related field

Responsibilities:

  • Drive end-to-end Computer Vision and Machine learning 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.
  • Research new and innovative sensor processing and Computer Vision approaches.
  • 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.

    Basic Qualifications

  • 5+ years working experience in the engineering teams that build large-scale ML-driven user-facing products

  • Extensive knowledge in deep learning and computer vision techniques.
  • 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. Successful candidates in this role need to be able to build bridge state of the art approaches to real world impact.
  • Proficient coding skills in Java, C++ or Python
  • Masters or PhD in Comp Sci or related fields


REQUIREMENT SUMMARY

Min:N/AMax:5.0 year(s)

Information Technology/IT

IT Software - System Programming

Software Engineering

Phd

Proficient

1

Mountain View, CA 94043, USA