Senior ML Engineer: Real-Time Video & Visual Search

TikTok Inc.; San Jose (CA); On-site; USD 218,000 - 388,000; Full time

Benefits offered by this job

Medical, dental, vision insurance

401(k) with company match

Parental leave

Paid holidays & vacation time

Job summary

TikTok Inc. is seeking to advance its Real-Time Search capabilities on a large-scale platform. You will develop and apply cutting-edge machine learning technologies to improve what users see when they search for content, using NLP, CV, and multi-modal models across billions of requests.

You will work on video understanding, user behavior modeling, and ranking improvements, collaborating with a motivated team to deliver higher quality search experiences for hundreds of millions of users worldwide.

Qualifications

• Bachelor or advanced degree in computer science or a related technical discipline.
• Effective communication and teamwork skills.
• Proficient coding skills and strong algorithm & data structure basis.
• 3+ years of related industry experience.

Responsibilities

• Improve the search core algorithm in real-time large-scale systems.
• Apply NLP, CV, and multi-modal techniques to match relevant videos to queries.
• Model user behavior to improve personalization and search relevance.
• Enhance video understanding to improve authority and usefulness of search results.
• Collaborate with cross-functional teams to deliver results.

Skills

Communication

Teamwork

Coding skills

Algorithms & data structures

Education

Bachelors in CS or related field

Job description

TikTok Inc. is seeking to advance its Real-Time Search capabilities on a large-scale platform. You will develop and apply cutting-edge machine learning technologies to improve what users see when they search for content, using NLP, CV, and multi-modal models across billions of requests.

You will work on video understanding, user behavior modeling, and ranking improvements, collaborating with a motivated team to deliver higher quality search experiences for hundreds of millions of users worldwide.