Used Tools & Technologies
Not specified
Required Skills & Competences ?
Python @ 6 SQL @ 4 A/B Testing @ 4 R @ 6 Spark @ 1 Statistics @ 4 Algorithms @ 7 Machine Learning @ 4 Data Science @ 4 scikit-learn @ 6 TensorFlow @ 6 Communication @ 4 Mathematics @ 4 Hadoop @ 1 Hive @ 1 PyTorch @ 6Details
Reddit is a community of communities built on shared interests, passion, and trust, hosting some of the most open and authentic conversations on the internet. With over 100,000 active communities and approximately 101 million daily active unique visitors, Reddit is one of the largest online information sources.
Responsibilities
- Design, develop, and apply data science solutions to improve advertiser experience and optimize Reddit's ad platform and marketplace performance.
- Analyze large-scale datasets to detect trends, patterns, and insights aimed at enhancing advertising effectiveness.
- Collaborate with product managers and engineers to define product requirements and translate these into data science solutions.
- Develop machine learning models and data science methods for anomaly detection, prediction, and pattern recognition.
- Communicate findings and recommendations within the organization.
- Stay current on the latest advancements in machine learning and data science.
- Mentor and guide junior data scientists.
Requirements
- MS or PhD in Computer Science, Statistics, Mathematics, or related field.
- 5+ years of experience in data science, machine learning, or related fields.
- Strong knowledge of statistical modeling, machine learning algorithms, causal inference, and experimental design.
- Experience with large-scale data processing and analysis using tools like Spark, Hadoop, Hive; knowledge of BigQuery is a plus.
- Proficient in Python or R; experienced with ML libraries such as scikit-learn, TensorFlow, or PyTorch.
- Skilled with SQL and relational databases.
- Excellent communication and presentation skills.
- Passion for Reddit and the online advertising industry.
Bonus Points
- Experience with online advertising and ad tech.
- Experience with causal inference and A/B testing.
- Contributions to open-source projects or publications in relevant conferences or journals.
Benefits
- Comprehensive healthcare benefits.
- 401k matching.
- Workspace benefits for home office.
- Personal and professional development funds.
- Family planning support.
- Flexible vacation and Reddit Global Wellness Days.
- Over 4 months paid parental leave.
- Paid volunteer time off.
The role is fully remote within the United States with a flexible work policy.
Base pay range: $190,800 - $267,100 USD per year