Senior Machine Learning Engineer, Top Of Funnel

Reddit; London; Hybrid; GBP 60,000 - 95,000; Full time

Job summary

Reddit is seeking a Machine Learning Engineer to enhance user engagement through innovative modeling solutions. In this role, you'll collaborate with a talented team to develop and deploy high-impact machine learning projects, optimizing the platform for millions of users. Join us at Reddit to make a meaningful and positive impact.

Benefits

Group Personal Pension Scheme with Employer match

Private Medical and Dental Scheme

Income Replacement Programs

Family Planning Support

Gender-Affirming Care

Mental Health & Coaching Benefits

Bike to Work scheme

Flexible Vacation & Reddit Global Days Off

Qualifications

• 2+ years with deep learning models.
• 4+ years of experience in data generation pipelines.
• Track record of applying ML techniques successfully.

Responsibilities

• Build and deploy machine learning models for user experience.
• Collaborate with engineers on data-intensive projects.
• Mentor and advocate for cross-functional efforts.

Skills

Deep learning

Machine Learning frameworks

SQL

Natural Language Processing

Data analysis

Software development

Tools

Tensorflow

Pytorch

Python

Golang

Job description

Reddit is a community of communities. It’s built on shared interests, passion, and trust and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 101M+ daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit redditinc.com.

The Top of Funnel team is key to user growth. By combining our knowledge of search engines, with an eye for the best user experiences we have the opportunity to introduce Reddit to new and unfamiliar users and transform them into deeply engaged users.

As a core member of the Top of Funnel team, you'll leverage the vast amounts of data generated daily by our users to enhance Reddit's ability to attract, engage, and guide new users as they explore what the platform has to offer.

Location:

Reddit has a flexible first workforce! if you happen to live close to our physical office location 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 from the UK, Ireland or the Netherlands.

How You'll Have Impact

You will own projects from ideation to production. 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.

What You’ll Do

• Collaborate on projects with other Top of Funnel engineers where you’ll apply Machine Learning to solve discovery, relevance and recommendation problems.
• Build and deploy sophisticated machine learning models to improve experiences for millions of users.
• Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate.
• Collaborate across disciplines and with other ML teams at Reddit to find technical solutions to complex challenges.
• Be a mentor and cross-functional advocate for the team

Qualifications:

• 2+ years of experience with industry-level deep learning models
• 2+ 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
• Successful track record of productionizing and applying machine learning techniques in addressing real-world problems end to end.
• Comfort analyzing high-volume natural language and multimodal data from varying sources, proficient with SQL
• Experience communicating complex research and ideas in a clear, precise, and actionable manner
• Experience working with data-intensive systems and writing production-quality software (preferred Python or golang)
• Experience in content recommendations, and content personalization is a plus
• Passionate about building delightful products for users

Benefits:

• Group Personal Pension Scheme with Employer match
• Private Medical and Dental Scheme
• Income Replacement Programs
• Family Planning Support
• Gender-Affirming Care
• Mental Health & Coaching Benefits
• Bike to Work scheme
• Flexible Vacation & Reddit Global Days Off

Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.