Staff Computer Vision Engineer — Search AI Platform

Coupang; Mountain View (CA); On-site; USD 174,000 - 299,000; Full time

Benefits offered by this job

Medical benefits

Dental benefits

Vision benefits

Life insurance

401K with company match

PTO 18-21 days/year

Public holidays

Parental leave

Commuter benefits

Electric car charging

Job summary

Coupang is seeking an experienced ML Engineer in the Search AI Product Engineering group to advance computer vision and ML products that impact a large-scale, user-facing service in the US market. You will collaborate with product engineering teams to translate research into production-ready systems.

The role emphasizes ownership of models from concept to deployment, mentoring teammates, and driving data-driven product requirements while working in a fast-paced, high-tech environment with

Qualifications

• 6+ years working experience in 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.
• Proficient coding skills in Java, C++ or Python.
• Masters or PhD in Comp Sci or related fields.

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 Computer Vision approaches that can have direct impact to Coupang business.
• 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.

Skills

Deep learning

Computer vision

Transformers

Self-supervised pre-training

LLMs

PyTorch

TensorFlow

Java

C++

Python

Education

Masters or PhD in CS

Tools

PyTorch

TensorFlow

Job description

Coupang is seeking an experienced ML Engineer in the Search AI Product Engineering group to advance computer vision and ML products that impact a large-scale, user-facing service in the US market. You will collaborate with product engineering teams to translate research into production-ready systems.

The role emphasizes ownership of models from concept to deployment, mentoring teammates, and driving data-driven product requirements while working in a fast-paced, high-tech environment with