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26 Wayfair Jobs
Machine Learning Manager,Advertising Optimization&Automation Science
9-12 years
Bangalore / Bengaluru
1 vacancy
Machine Learning Manager,Advertising Optimization&Automation Science
Wayfair
posted 5d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
What You ll do
- Own the strategy, roadmap, and execution of supplier advertising intelligence and automation solutions. Lead the next phase of GenAI-powered creative optimization, ML-based recommendation systems, and campaign automation to drive significant incremental ad revenue and improve supplier outcomes.
- Build, coach, and manage a team of ML scientists focused on developing intelligent budget, tROAS, and SKU recommendations, creative testing frameworks, and simulation-driven decisioning that extends beyond the current platform capabilities.
- Partner cross-functionally with Product, Engineering, and Sales to deliver scalable ML solutions that improve supplier campaign performance. Ensure systems are designed for reuse, extensibility, and long-term impact across multiple advertising workflows.
- Research and apply best practices in advertising science, GenAI applications in creative personalization, and auction modeling. Keep Wayfair at the forefront of innovation in supplier marketing optimization.
- Collaborate with Engineering teams (AdTech, ML Platform, Campaign Management) to build and scale the infrastructure needed for automated, intelligent advertising decisioning.
- Act as SME and provide mentorship and technical guidance beyond own team on the broader DS/Eng org when needed
- Bachelors or Master s degree in Computer Science, Mathematics, Statistics, or related field.
- 9+ years of industry experience, with at least 1-2 years experience as a manager of teams and 5+ serving as an IC on production ML systems.
- Strategic thinker with a customer-centric mindset and a desire for creative problem solving, looking to make a big impact in a growing organization
- Demonstrated success influencing senior level stakeholders on strategic direction based on recommendations backed by in-depth analysis; Excellent written and verbal communication
- Ability to partner cross-functionally to own and shape technical roadmaps and the organizations required to drive them.
- Proficient in one or more programming languages, e.g. Python, Golang, Rust etc.
- Experience with GCP, Airflow, and containerization (Docker)
- Experience building scalable data processing pipelines with big data tools such as Hadoop, Hive, SQL, Spark, etc.
- Familiarity with Generative AI and agentic workflows
- Experience in Bayesian Learning, Multi-armed Bandits, or Reinforcement Learning
Employment Type: Full Time, Permanent
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