Full-Time

Senior Machine Learning Engineer

Ads Conversion Modeling

Confirmed live in the last 24 hours

Reddit

Reddit

1,001-5,000 employees

Online platform for community discussions and content

Consumer Software
Entertainment

Senior

Remote in UK

Remote work is allowed from the Netherlands or the United Kingdom.

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Tensorflow
Pytorch
Requirements
  • 3+ years of experience with industry-level deep learning models
  • 3+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch)
  • 4+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models
  • 4+ years of experience of orchestrating complicated data generation pipelines on large-scale dataset
  • Experience with Ads domain is a plus
  • Experience with recommendation system is a plus
Responsibilities
  • Building industrial-level models for critical ML tasks with advanced modeling architectures and techniques
  • Research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures
  • Systematic feature engineering works to convert all kinds of raw data in Reddit (dense & sparse, behavior & content, etc) into features with various FE technologies such as aggregation, embedding, sub-models, etc.
  • Contribute meaningfully to team strategy. We give everyone a seat at the table and encourage active participation in planning for the future
  • Be a mentor and cross-functional advocate for the team
  • Contribute meaningfully to team strategy. We give everyone a seat at the table and encourage active participation in planning for the future

Reddit is an online platform that allows users to post, vote, and comment on content within various communities based on shared interests. Users can engage in discussions on a wide range of topics, from news and sports to entertainment and hobbies. The platform features a unique voting system where content can receive upvotes or downvotes, helping the most popular posts gain visibility. Reddit generates revenue primarily through advertising, premium memberships, and the sale of virtual goods like Reddit Coins. Unlike many other social media platforms, Reddit emphasizes community-driven content and discussions, creating a space for authentic interactions among users. The goal of Reddit is to foster engagement and connection among its diverse user base.

Company Stage

IPO

Total Funding

$1.2B

Headquarters

San Francisco, California

Founded

2005

Growth & Insights
Headcount

6 month growth

-1%

1 year growth

-2%

2 year growth

-1%
Simplify Jobs

Simplify's Take

What believers are saying

  • Reddit's NFT market could attract crypto enthusiasts and diversify revenue streams.
  • Expansion to 35+ locales increases global accessibility and user base growth.
  • Acquisition of Memorable AI enhances ad targeting, boosting potential advertising revenue.

What critics are saying

  • Regulatory scrutiny may affect community points like FortNiteBR Bricks in strict regions.
  • Volatility in NFT markets could impact Reddit's new blockchain-based ventures.
  • Integration challenges with Memorable AI may affect expected ad performance improvements.

What makes Reddit unique

  • Reddit's unique voting system promotes engaging and authentic content discovery.
  • The platform's community points like FortNiteBR Bricks enhance user engagement and loyalty.
  • Reddit's AI-powered search tool offers a community-driven alternative to traditional search engines.

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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