Research Engineer- Computer Vision

Reposted 13 Days Ago
Palo Alto, CA
180K-250K Annually
Senior level
Digital Media
The Role
Responsible for enhancing data quality by designing scalable data pipelines, implementing evaluation frameworks, and conducting research to improve data collection methods.
Summary Generated by Built In

As MLE on Luma's Data team you are responsible for raising the bar for our data quality. Data is the critical foundation of our products, and we are looking for individuals who can identify creative approaches to data and captioning and then implement solutions for processing at PB scale. Good candidates should have exceptional general python engineering skills alongside a combination of industry ML experience, Data experience, and passion for building AI products.

Responsibilities

  • Design data pipelines, including finding appropriate data sources, scraping, filtering, post-processing, de-duplicating, and versioning. The system should be robust and scalable for production use.
  • Design and implement frameworks to evaluate the effectiveness of our models and data. For example, set up the standards for an automated evaluation pipeline to run before any new model gets deployed into the API.
  • Work closely with research and product teams who might be data contributors or consumers to incorporate their data usage needs on a variety of tasks.
  • Conduct open-ended research to improve the quality of collected data, including but not limited to, semi-supervised learning, human-in-the-loop machine learning and fine-tuning with human feedback.

Experience

  • 5+ years of relevant experience or demonstration of high impact projects as a Data Engineer, Machine Learning Engineer, or Data Scientist, dealing with large amounts of data on a daily basis.
  • Good to have experience with visual media and computer vision algorithms.
  • Have a strong belief in the criticality of high-quality data and are highly motivated to work with the associated challenges.
  • Experience with end to end training ML pipelines.
  • Have experience working in large distributed systems.
  • Strong generalist Python and Pytorch skills.


Compensation

  • The pay range for this position in California is $180,000 - $250,000yr; however, base pay offered may vary depending on job-related knowledge, skills, candidate location, and experience. We also offer competitive equity packages in the form of stock options and a comprehensive benefits plan. 

Your application is reviewed by real people.

Top Skills

Python
PyTorch
Am I A Good Fit?
beta
Get Personalized Job Insights.
Our AI-powered fit analysis compares your resume with a job listing so you know if your skills & experience align.

The Company
Minneapolis, MN
0 Employees
On-site Workplace

What We Do

Luma is a multimedia platform that delivers personalized movie and TV program selections from a range of sources to its viewers.

Similar Jobs

ZS Logo ZS

Decision Analytics Consultant - Beyond Healthcare

Artificial Intelligence • Healthtech • Professional Services • Analytics • Consulting
Hybrid
3 Locations
13000 Employees
155K-171K Annually

Anduril Logo Anduril

Flight Test Instrumentation Engineer, Group 5

Aerospace • Artificial Intelligence • Hardware • Robotics • Security • Software • Defense
Costa Mesa, CA, USA
4500 Employees
142K-200K Annually

Atlassian Logo Atlassian

Machine Learning Engineer

Cloud • Information Technology • Productivity • Security • Software • App development • Automation
Remote
San Francisco, CA, USA
11000 Employees
160K-268K Annually

The Aerospace Corporation Logo The Aerospace Corporation

Space Domain Awareness Research Scientist

Aerospace • Artificial Intelligence • Cloud • Machine Learning • Software • Cybersecurity • Defense
Hybrid
El Segundo, CA, USA
4600 Employees
110K-194K Annually

Similar Companies Hiring

Artlist Thumbnail
Social Media • Other • Music • Digital Media
Tel Aviv, IL
450 Employees
bet365 Thumbnail
Software • Gaming • Esports • Digital Media • Automation
Denver, Colorado
9000 Employees
Hedra Thumbnail
Software • News + Entertainment • Marketing Tech • Generative AI • Enterprise Web • Digital Media • Consumer Web
San Francisco, CA
14 Employees

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account