Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Senior Software Engineering Manager, Ads Auction & Marketplace Optimization
San Jose, CA · On-site
$328K - $451K/yr
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Senior Software Engineering Manager, Ads Auction & Marketplace Optimization
San Jose, CA · On-site
$328K - $451K/yr
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics * Hands-on experience with Python and Java in a production environment * BS or ...
Senior Machine Learning Engineer - Ads Auction
Cupertino, CA · On-site
$151K - $199K/yr
The ideal candidate has a strong background in auction theory, applied machine learning, and large-scale systems, along with hands-on experience building and optimizing auction-based ad delivery ...
Senior Machine Learning Engineer - Ads Auction
Cupertino, CA · On-site
$151K - $199K/yr
The ideal candidate has a strong background in auction theory, applied machine learning, and large-scale systems, along with hands-on experience building and optimizing auction-based ad delivery ...
Senior Machine Learning Engineer - Ads Auction
Cupertino, CA · Remote
$181K - $318K/yr
The ideal candidate has a strong background in auction theory, applied machine learning, and large-scale systems, along with hands-on experience building and optimizing auction-based ad delivery ...
Senior Machine Learning Engineer - Ads Auction
Cupertino, CA · Remote
$181K - $318K/yr
The ideal candidate has a strong background in auction theory, applied machine learning, and large-scale systems, along with hands-on experience building and optimizing auction-based ad delivery ...
Senior Machine Learning Engineer - Ads Auction
Cupertino, CA · On-site
$181K - $318K/yr
The ideal candidate has a strong background in auction theory, applied machine learning, and large-scale systems, along with hands-on experience building and optimizing auction-based ad delivery ...
Senior Machine Learning Engineer - Ads Auction
Cupertino, CA · On-site
$181K - $318K/yr
The ideal candidate has a strong background in auction theory, applied machine learning, and large-scale systems, along with hands-on experience building and optimizing auction-based ad delivery ...
OR · On-site
This is a role for someone who thinks in terms of control theory, constrained optimization, and auction economics, and who can translate those frameworks into production code that makes millions of ...
This is a role for someone who thinks in terms of control theory, constrained optimization, and auction economics, and who can translate those frameworks into production code that makes millions of ...
This is a role for someone who thinks in terms of control theory, constrained optimization, and auction economics, and who can translate those frameworks into production code that makes millions of ...
... auction theory, and online optimization; evaluate applicability to Impact's specific marketplace dynamics. • Serve as the primary ML technical partner for the Rubicon product and engineering teams ...
... auction theory, and online optimization; evaluate applicability to Impact's specific marketplace dynamics. • Serve as the primary ML technical partner for the Rubicon product and engineering teams ...
Specifically, our scientists tackle challenges across traffic shaping, fraud detection, ad quality, pricing strategies, and auction theory, along with their practical applications. We leverage the ...
Specifically, our scientists tackle challenges across traffic shaping, fraud detection, ad quality, pricing strategies, and auction theory, along with their practical applications. We leverage the ...
Principal Applied Scientist - Auction & Bidding
Redmond, WA · On-site
$188K - $304K/yr
Designing, implementing, and analyzing bidding strategies using techniques from optimization, control theory. * Designing, prototyping, and analyzing different auction mechanisms given specific ...
Principal Applied Scientist - Auction & Bidding
Redmond, WA · On-site
$188K - $304K/yr
Designing, implementing, and analyzing bidding strategies using techniques from optimization, control theory. * Designing, prototyping, and analyzing different auction mechanisms given specific ...
Applied Scientist III
San Mateo, CA · On-site
Specifically, our scientists tackle challenges across traffic shaping, fraud detection, ad quality, pricing strategies, and auction theory, along with their practical applications. We leverage the ...
Applied Scientist III
San Mateo, CA · On-site
Specifically, our scientists tackle challenges across traffic shaping, fraud detection, ad quality, pricing strategies, and auction theory, along with their practical applications. We leverage the ...
Applied Scientist III
San Mateo, CA · On-site
Specifically, our scientists tackle challenges across traffic shaping, fraud detection, ad quality, pricing strategies, and auction theory, along with their practical applications. We leverage the ...
Quick apply
Applied Scientist III
San Mateo, CA · On-site
Specifically, our scientists tackle challenges across traffic shaping, fraud detection, ad quality, pricing strategies, and auction theory, along with their practical applications. We leverage the ...
Evolve the intersection of recommendation systems, ranking, and marketplace/auction theory to optimize sponsored content delivery * Safety: Create scalable AI for real-time safety & moderation using ...
Evolve the intersection of recommendation systems, ranking, and marketplace/auction theory to optimize sponsored content delivery * Safety: Create scalable AI for real-time safety & moderation using ...
Data Scientist 5 - Ads Experimentation
$372K - $600K/yr
Marketplace Dynamics & Auction Theory: Drive the advancement and implementation of biddable media models and dynamically priced auctions. You will develop strategies to optimize marketplace mechanics ...
Data Scientist 5 - Ads Experimentation
$372K - $600K/yr
Marketplace Dynamics & Auction Theory: Drive the advancement and implementation of biddable media models and dynamically priced auctions. You will develop strategies to optimize marketplace mechanics ...
$372K - $600K/yr
Marketplace Dynamics & Auction Theory: Drive the advancement and implementation of biddable media models and dynamically priced auctions. You will develop strategies to optimize marketplace mechanics ...
Data Scientist 5 - Ads Experimentation
$372K - $600K/yr
Marketplace Dynamics & Auction Theory: Drive the advancement and implementation of biddable media models and dynamically priced auctions. You will develop strategies to optimize marketplace mechanics ...
Data Scientist 5 - Ads Experimentation
$372K - $600K/yr
Marketplace Dynamics & Auction Theory: Drive the advancement and implementation of biddable media models and dynamically priced auctions. You will develop strategies to optimize marketplace mechanics ...
$372K - $600K/yr
Marketplace Dynamics & Auction Theory: Drive the advancement and implementation of biddable media models and dynamically priced auctions. You will develop strategies to optimize marketplace mechanics ...
Ads & Brands: focuses on ranking, retrieval, and marketplace/auction theory to optimize sponsored content delivery. * Safety, Alt Defense: architects a massive-scale detection engine that identifies ...
Ads & Brands: focuses on ranking, retrieval, and marketplace/auction theory to optimize sponsored content delivery. * Safety, Alt Defense: architects a massive-scale detection engine that identifies ...
Auction Theory information
What are some common challenges faced by professionals working in auction theory roles within organizations?
What is the difference between Auction Theory vs Auction Analyst?
| Aspect | Auction Theory | Auction Analyst |
|---|---|---|
| Required Credentials | Degree in economics, mathematics, or related field; knowledge of game theory | Degree in finance, economics, or related; analytical skills in auctions |
| Work Environment | Research-focused, academic or consulting settings | Financial institutions, auction platforms, or consulting firms |
| Industry Usage | Used in economic research, policy design, and auction mechanism development | Analyzing auction outcomes, advising clients, optimizing bidding strategies |
While Auction Theory involves the study and development of auction models and strategies, an Auction Analyst applies these principles practically by analyzing auction data and advising on bidding strategies. Both roles require a strong understanding of economics and mathematics, but Auction Theory is more research-oriented, whereas Auction Analysts focus on real-world application and data analysis.
What is auction theory?
What are the key skills and qualifications needed to thrive as an Auction Theory Analyst, and why are they important?

Other
Posted 3 days ago
Job description
The Advertising Performance group focuses on performance for all participants in the Advertising ecosystem - Advertisers, Publishers and Roku. The systems and solutions span across different disciplines and technologies to perform realtime multi-objective optimization with distributed systems at large scale and low latencies. We use Machine Learning, Reinforcement Learning, AI, Control and Optimization Systems and Auction Dynamics to solve a large set of complex problems. At the core of this is our Machine Learning, Experimentation and Inference Platform that powers the entire landscape which we continuously evolve over time.
About the roleIn this role you will build teams focused on the Ads Auction and Marketplace to optimize yield, gross profit, perform realtime multi-objective optimization across various short and long term objectives, build control and simulation systems, design and run experiments and extend the experimentation framework.
You will partner closely with other Engineering, Inventory and Product teams to define the vision and strategy for your group and to build and deliver the roadmap.
What you'll be doing- Building teams and mentoring engineers across geographic locations and time zones
- Defining the strategy and building the long-term roadmap by partnering with Product, Science and Engineering teams
- Leading the design, implementation, and evolution of real-time ads auction and marketplace systems
- Building and enhancing core auction capabilities including ad pod construction, bid valuation, ranking, pricing, pacing and budget enforcement
- Designing auction logic that balances viewer experience (ad load, relevance, repetition) with advertiser performance, publisher yield, platform revenue and gross profit
- Driving yield and gross profit optimization through auction design, floor strategies, and pricing experiments
- Leading experimentation using A/B testing, auction simulations, offline replay frameworks, and make data-driven decisions based on performance metrics and statistical rigor
- Stay at the forefront of advancements in related areas
- 3+ years of experience leading teams that apply auction theory, quantitative optimization, advanced statistical methods to large, sophisticated datasets
- 5+ years experience of leading engineering teams from design to implementation, ensuring scalability and reliability
- Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics
- Hands-on experience with Python and Java in a production environment
- BS or higher in CS, Economics, Mathematics, or a related quantitative field
Preferred Qualifications:
- Experience in the Advertising domain
- 5+ years of experience applying auction theory, game theory, economics, quantitative optimization, advanced statistical methods to large, sophisticated datasets
- MS or PhD in CS, Economics, Math or a related quantitative field
About Roku
Sourced by ZipRecruiter
Industry
Manufacturing
Company size
1,001 - 5,000 Employees
Headquarters location
San Jose, CA, US
Year founded
2002