Senior Staff Data Scientist - Consumer Relevance
WFA Digital Insight
The demand for data scientists with expertise in consumer relevance has surged, with a 25% increase in job postings over the last year. As a leader in community-driven platforms, Reddit offers a unique opportunity for data scientists to make a significant impact. With over 100,000 active communities and 126 million daily active users, Reddit's relevance challenges are complex and multifaceted. To succeed in this role, candidates should possess a deep understanding of data-driven decision making, machine learning, and a passion for driving business growth through data insights. Before applying, candidates should be aware that this role requires a strong technical foundation, excellent communication skills, and the ability to collaborate with cross-functional teams.
Job Description
About the Role
As a Senior Staff Data Scientist on the Consumer team at Reddit, you will be responsible for driving consumer relevance through data insights and technical expertise. This role is critical to Reddit's mission of bringing community and belonging to the world, and you will have the opportunity to make a significant impact on the company's product and user experience. You will work closely with the Feeds and Search ML teams to tackle complex ranking, recommendation, and retrieval challenges across the Consumer organization.The Consumer team is a highly collaborative and dynamic group, and you will be expected to partner closely with product managers, engineers, and other stakeholders to drive business outcomes through data-driven decision making. Your expertise in data science will be instrumental in shaping how Reddit understands content quality, defines metrics and analytical frameworks, and influences product strategy through rigorous analysis and experimentation.
Reddit's platform is a deeply interconnected network of communities, contributors, and consumers, and the notion of relevance spans personalized content ranking, community discovery, and search across an enormous corpus of authentic, user-generated content. As a Senior Staff Data Scientist, you will be expected to develop a deep understanding of these complexities and drive innovation in how Reddit approaches relevance and consumer engagement.
What You Will Do
- Serve as the technical authority on relevance metrics and evaluation methodology across Consumer
- Develop metrics frameworks and offline evaluation approaches for ranking and recommendation systems
- Design and analyze experiments for relevance features, accounting for challenges unique to networked platforms
- Identify opportunities where improved measurement and analytics can drive business outcomes
- Partner closely with Feeds and Search ML teams to tackle complex ranking, recommendation, and retrieval challenges
- Collaborate with product managers and engineers to drive product strategy and development
- Develop and maintain large-scale data systems and architectures to support data-driven decision making
- Communicate complex technical concepts and data insights to non-technical stakeholders
- Stay up-to-date with industry trends and emerging technologies in data science and machine learning
What We Are Looking For
- 5+ years of experience in data science, with a focus on consumer relevance and recommendation systems
- Strong technical foundation in machine learning, statistics, and data analysis
- Experience working with large-scale data systems and architectures
- Excellent communication and collaboration skills, with the ability to work with cross-functional teams
- Strong problem-solving skills, with the ability to drive innovation and experimentation
- Proficiency in Excel and other data analysis tools
- Experience working in a fast-paced and dynamic environment, with the ability to adapt to changing priorities and deadlines
- Strong understanding of data-driven decision making and business outcomes
Nice to Have
- Experience working with networked platforms and community-driven systems
- Familiarity with Reddit's platform and product offerings
- Experience working with cloud-based data platforms and architectures
- Knowledge of emerging technologies in data science and machine learning, such as deep learning and natural language processing
Benefits and Perks
- Competitive salary and equity package
- Comprehensive health and wellness benefits, including medical, dental, and vision insurance
- Flexible paid time off and vacation policy
- Remote work stipend and support for remote employees
- Access to professional development opportunities and training programs
- Collaborative and dynamic work environment with a team of experienced professionals
- Opportunity to work on high-impact projects and drive business outcomes through data insights,
How to Stand Out
- Develop a strong portfolio of data science projects that demonstrate your expertise in consumer relevance and recommendation systems.
- Brush up on your Excel skills and be prepared to walk through complex data analysis and modeling techniques.
- Show a genuine passion for Reddit's mission and product offerings, and be prepared to discuss how your skills and experience align with the company's goals.
- Be prepared to whiteboard complex technical concepts and data insights, and be able to communicate them effectively to non-technical stakeholders.
- Research the company culture and values, and be prepared to discuss how you would contribute to and thrive in Reddit's dynamic and collaborative environment.
- Don't be afraid to ask questions and seek clarification on the role and responsibilities – it shows that you're interested and engaged.
- Be prepared to discuss your experience working with cross-functional teams and driving business outcomes through data-driven decision making.
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