Reddit

Senior Software Engineer, Ads ML Features Platform

Netherlands

Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Social Media, BiotechnologyIndustries

Requirements

The ideal candidate will have 5+ years of experience in infrastructure/platform engineering or large-scale distributed systems, with at least 2 years of hands-on experience using SQL-based cloud data warehouses such as BigQuery, Snowflake, Redshift, or Databricks. Proficiency in large-scale feature computation frameworks like Spark, PySpark, or Scala, and expertise in distributed systems, including scaling, partitioning, fault tolerance, and caching are essential. Familiarity with ML production systems, particularly ML feature platforms, and knowledge of MLOps workflows are highly desirable.

Responsibilities

The Senior Software Engineer will be responsible for designing and building data infrastructure to support large-scale feature computation, transformation, and storage. They will develop frameworks for batch and event-driven features, focusing on reliability, scalability, and ease of use. Key duties include driving improvements in data quality and governance through validation, anomaly detection, drift monitoring, and feature lineage tracking. The engineer will partner with ML engineers for seamless integration of feature engineering workflows into ML production systems, contribute to training set generation pipelines, and ensure reproducibility and feature versioning for model development. Additionally, they will help shape the future of the platform by exploring streaming feature management and other next-generation capabilities.

Skills

Data Infrastructure
ML Platforms
Feature Management
Batch Processing
Event-Driven Features
Reliability
Scalability
Data Quality
Data Governance
Anomaly Detection
Drift Monitoring
Feature Lineage Tracking
ML Engineering
Training Set Generation
Reproducibility
Feature Versioning
Streaming Feature Management

Reddit

Online platform for community discussions and content

About Reddit

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.

San Francisco, CaliforniaHeadquarters
2005Year Founded
$1,177.1MTotal Funding
IPOCompany Stage
Consumer Software, EntertainmentIndustries
1,001-5,000Employees

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

Risks

Reliance on advertising revenue faces competition from platforms like TikTok and Instagram.
AI tools like 'Reddit Answers' may raise privacy and data usage concerns.
NFT market expansion exposes Reddit to volatility and regulatory scrutiny.

Differentiation

Reddit's unique voting system promotes engaging and authentic content discovery.
The platform's diverse communities cater to a wide range of interests and discussions.
Reddit's AI-powered tools enhance user experience and content moderation.

Upsides

Reddit's confidential IPO plans signal potential growth and market expansion.
AI-driven content moderation can improve user safety and platform reliability.
Expansion into blockchain and NFTs opens new revenue streams and user engagement.

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