Senior Machine Learning Engineer - Dev Platform Data and Discovery
Reddit has a flexible workforce! If you happen to live close to one of our physical office locations our doors are open for you to come into the office as often as you'd like. Don't live near one of our offices? No worries: You can apply to work remotely in any country in which we have a physical presence.
The Developer Platform team empowers developers to create engaging interactive experiences for Reddit communities, such as asynchronous or real-time multiplayer games, live stock tickers, and live scoreboards. If you have a background in ranking and are excited about connecting Redditors with their next favorite game, this highly collaborative and impactful team wants your expertise!
You will own projects from ideation to production instead of being stuck making small incremental gains on enterprise systems. You’ll work with a super talented, cross-functional team to solve hard problems in order to create experiences that users will love. We are a team of builders that value impact, personal growth, openness and kindness.
Responsibilities:
Lead projects from concept, design, implementation, to rollout, ensuring the highest quality and performance.
Identify opportunities to enhance ranking capabilities by diving deep into our platform and understanding the needs of our customers.
Design and develop applied machine learning models for modeled personalization, game taxonomy, and more, from ideation to production deployment.
Collaborate with data scientists, product managers and backend software engineers.
Mentor junior team members, share knowledge, and contribute to the technical growth of the team. Provide guidance on machine learning best practices and methodologies.
Conduct A/B tests and experiments to iterate and fine-tune algorithms and models.
Stay updated on state-of-the-art algorithmic techniques and recognize promising innovations, adapting them to Reddit's unique platform and community.
Design, implement, and maintain reliable, high-performance distributed systems.
Required Qualifications:
5+ years of experience in a relevant industry or academic background, preferably in a quantitative/modeling or highly scalable computing environment.
Prior experience with personalized feed ranking.
Proven track record of delivering complex machine learning projects from conception to deployment, preferably in real-world applications.
Ability to lead and mentor machine learning engineers or data scientists.
Strong communication skills to collaborate effectively with cross-functional teams and stakeholders.
Demonstrated ability to innovate and stay updated with the latest advancements in machine learning and AI.
Preferred Qualifications:
Experience of orchestrating complicated data pipelines and system engineering on large-scale dataset
Proficiency with programming languages and statistical analysis
Prior experience with Sequence Modeling, Reinforcement Learning, or Transformer Architecture is a big plus
Experience in Bayesian methodology and experimentation is a plus
Benefits:
Comprehensive Healthcare Benefits and Income Replacement Programs
401k Match
Family Planning Support
Gender-Affirming Care
Mental Health & Coaching Benefits
Flexible Vacation & Reddit Global Days off
Generous paid Parental Leave
Paid Volunteer time off
#LI-CJ1 #LI-Remote
Pay Transparency:
This job posting may span more than one career level.
In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base pay ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base pay range for this position is:
$216,700—$303,400 USD
About the job
Apply for this position
Senior Machine Learning Engineer - Dev Platform Data and Discovery
Reddit has a flexible workforce! If you happen to live close to one of our physical office locations our doors are open for you to come into the office as often as you'd like. Don't live near one of our offices? No worries: You can apply to work remotely in any country in which we have a physical presence.
The Developer Platform team empowers developers to create engaging interactive experiences for Reddit communities, such as asynchronous or real-time multiplayer games, live stock tickers, and live scoreboards. If you have a background in ranking and are excited about connecting Redditors with their next favorite game, this highly collaborative and impactful team wants your expertise!
You will own projects from ideation to production instead of being stuck making small incremental gains on enterprise systems. You’ll work with a super talented, cross-functional team to solve hard problems in order to create experiences that users will love. We are a team of builders that value impact, personal growth, openness and kindness.
Responsibilities:
Lead projects from concept, design, implementation, to rollout, ensuring the highest quality and performance.
Identify opportunities to enhance ranking capabilities by diving deep into our platform and understanding the needs of our customers.
Design and develop applied machine learning models for modeled personalization, game taxonomy, and more, from ideation to production deployment.
Collaborate with data scientists, product managers and backend software engineers.
Mentor junior team members, share knowledge, and contribute to the technical growth of the team. Provide guidance on machine learning best practices and methodologies.
Conduct A/B tests and experiments to iterate and fine-tune algorithms and models.
Stay updated on state-of-the-art algorithmic techniques and recognize promising innovations, adapting them to Reddit's unique platform and community.
Design, implement, and maintain reliable, high-performance distributed systems.
Required Qualifications:
5+ years of experience in a relevant industry or academic background, preferably in a quantitative/modeling or highly scalable computing environment.
Prior experience with personalized feed ranking.
Proven track record of delivering complex machine learning projects from conception to deployment, preferably in real-world applications.
Ability to lead and mentor machine learning engineers or data scientists.
Strong communication skills to collaborate effectively with cross-functional teams and stakeholders.
Demonstrated ability to innovate and stay updated with the latest advancements in machine learning and AI.
Preferred Qualifications:
Experience of orchestrating complicated data pipelines and system engineering on large-scale dataset
Proficiency with programming languages and statistical analysis
Prior experience with Sequence Modeling, Reinforcement Learning, or Transformer Architecture is a big plus
Experience in Bayesian methodology and experimentation is a plus
Benefits:
Comprehensive Healthcare Benefits and Income Replacement Programs
401k Match
Family Planning Support
Gender-Affirming Care
Mental Health & Coaching Benefits
Flexible Vacation & Reddit Global Days off
Generous paid Parental Leave
Paid Volunteer time off
#LI-CJ1 #LI-Remote
Pay Transparency:
This job posting may span more than one career level.
In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base pay ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base pay range for this position is:
$216,700—$303,400 USD