СШАStaff Computer Vision Engineer - Search AI Product Engineering
3 нед. назад
СШАLeadOnsite
computer visionmachine learningpythondeep learning
Develop advanced machine learning solutions in computer vision for search AI product engineering.
Обязанности
- The Search AI Product Engineering group is ’s advanced product machine learning team. It keeps 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 business.
- 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 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.
Требования
- 6+ 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
Будет плюсом
- 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.
Условия
- Our compensation reflects the cost of living across several US geographic markets. At , your base pay is one part of your total compensation.
- The base pay for this position ranges from $174,000K/year to $299,000K/year. 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
- "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.
Как откликнуться
- 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
Другое
- We exist to wow our customers. We know we’re doing the right thing when we hear our customers say, “How did I ever live without ?” Born out of an obsession to make shopping, eating, and living easier than ever, we are collectively disrupting the multi-billion-dollar commerce industry from the ground up and establishing an unparalleled reputation for being leading 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 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 , 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 now to create an epic experience in this always-on, high-tech, and hyper-connected world.
- This job posting may be closed prior to the stated end date for application if all openings are filled.
- 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.
- Those eligible for employment protection (recipients of veteran’s benefits, the disabled, etc.) may receive preferential treatment for employment in accordance with applicable laws.