Senior Machine Learning Engineer, Reddit
Ads Conversion Modeling
Online platform for thoughts, experiences and discussions
Be an early applicant
Online platform for thoughts, experiences and discussions
1001+ employees
Be an early applicant
1001+ employees
Company mission
Reddit's mission is to bring community and belonging to everyone.
Role
Who you are
- We are looking for a motivated engineer that will help us advance our vision
- Tracking records of consistently driving KPI wins through systematic works around model architecture and feature engineering
- 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
What the job involves
- The Ads Conversions Modeling Team is entrusted with the development and maintenance of a diverse set of Machine Learning models that are responsible for predictions regarding user conversions after engaging with Reddit
- The creation and enhancement of these models plays a crucial role in our organization's efforts to optimize advertising effectiveness and drive business growth
- We are looking for a motivated engineer that will help us advance our vision
- As a diverse group of software engineers, product managers, data scientists, and ads experts, we are excited for you to join our team!
- As a machine learning engineer in the Ads Conversion Modeling Team, you will take a leadership role in researching, formulating, and executing projects, while actively participating in the end-to-end implementation process
- You will collaborate with cross-functional teams to ensure successful product delivery
- You will also be able to contribute your expertise and shape the future of ads ML at Reddit!
- 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
Our take
Reddit is a website that facilitates thousands of message board communities, known as subreddits, with an aim to promote authentic human connection. There are more than 100,000 communities on Reddit, covering everything, from food, entertainment, sports, and books, to more niche topics that cater for very specific audiences.
The simple platform is used by more than 52 million people a day and attracts over 50 billion monthly views. While these are impressive numbers, they do pale in comparison with social media giants Facebook and Twitter, however, Reddit distinguishes itself by providing easy-to-find communities for a truly endless range of topics.
Reddit makes money through advertising as well as offering a premium ad-free membership plan. The company has enjoyed continuous user & revenue growth, acquisitions by Conde Nast in 2006 and Advance in 2011, and plans to launch an IPO bid in 2024.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 6 rounds)
Aug 2021
$410m
SERIES F
Feb 2021
$250m
SERIES E
Total funding: $1.2bn
Company benefits
- Paid volunteer time off
- 4+ months paid parental leave
- Personal and professional development stipend
- Work from home opportunities
- Health insurance
Company values
- Make something people love
- Evolve
- Work hard
- Default open
Company HQ
SoMa, San Francisco, CA
Articles
Leadership
Steve Huffman
(CEO)After co-founding Reddit in 2005, they stepped away from the company to co-found Hipmunk, where they were the CTO. They returned to Reddit in 2015, and have been the CEO since.
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