Full-Time

Senior Machine Learning Engineer

Ads Marketplace Quality

Posted on 5/20/2024

Reddit

Reddit

1,001-5,000 employees

Community-based content sharing and discussions

Data & Analytics

Senior

Remote in USA

Required Skills
Python
Data Structures & Algorithms
Java
Go
Requirements
  • 3+ years of experience with industry-level product development
  • 4+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level machine learning models
  • 4+ years of experience of orchestrating complicated data generation pipelines on large-scale dataset
  • Proficiency with programming languages (Java, Python, Golang, C++, or similar) and statistical analysis
  • Experience with Ads (Marketplace) domain is a plus
  • Experience with Ads Relevance is a plus
  • Desire to mentor other engineers and level-up the team’s strength
Responsibilities
  • Building industrial-level models for critical ML tasks with advanced modeling techniques to improve ad relevance on Reddit
  • Research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures
  • Proactively further our understanding of marketplace dynamics and develop algorithms to improve the efficiency and effectiveness of our ads ranking and auction
  • Drive technical roadmaps and lead day to day project execution, and contribute meaningfully to team vision and strategy
  • Lead junior engineers in implementing technical designs
  • Be a cross-functional advocate for the team, collaborate with product managers and data scientists to innovate and build products

Reddit is a platform with over 100,000 communities where users can engage in discussions, share content, and vote on posts related to their interests. The main technologies used include content submission, voting, and commenting features to facilitate diverse conversations and authentic human connections.

Company Stage

IPO

Total Funding

$17.1B

Headquarters

San Francisco, California

Founded

2005

Growth & Insights
Headcount

6 month growth

3%

1 year growth

8%

2 year growth

35%

Benefits

Comprehensive health benefits

Flexible unlimited vacation days & monthly global wellness days

Family planning funds & 4+ months paid parental leave

Personal & professional development funds

Paid volunteer time off

Workspace & home office benefits

INACTIVE