מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר
Apple Senior Machine Learning Manager – Ads Predictions United States, New York, New York 431659813
Today
We're looking for an ambitious individual who can thrive in an Agile environment. You will drive strategic outcomes through substantial innovation programs across multiple fields by leading the development and application of advanced techniques and algorithms to improve our ad network. You have, or will develop a deep understanding of the ad network behavior, and will work with business and engineering leadership to develop and prioritize an innovation roadmap across multiple technical domains. You'll lead the function that conceives of, develops, and delivers state of the art capabilities that differentiate our products and are core to our business. We are looking for an exceptional hands-on machine learning (ML) manager who can thrive in a fast-paced environment. In this role you will oversee the strategy and development of our inference models to predict user interaction with our Ads.
- You'll lead our prediction teams where you will be responsible for creating models to understand our user responses to ads - You'll work across several Engineering and Business teams to scale your deliverables and bring an improved user experience and monetization potential to our platform - You'll have the opportunity to work on a platform with extreme scale requirements - You should have experience developing and implementing ad algorithms, yield optimization solutions and marketplace data analyses within an ad network - You have excellent understanding of scalable architectures including operational concerns
- 7+ years applying and leading teams that apply advanced statistical/ML methods and work with large, complex data sets
- You can actively participate in investigations into multiple streams of ads quality data, and draw conclusions from data, recommend actions
- You have experience in some of the following domains: Algorithms, Architecture, Artificial Intelligence, Database Systems, Data Mining, Distributed Systems, Machine Learning, Networking, Statistics, Game Theory, Auction Design, or other experience with rigorous Quantitative Analysis or Systems Software implementation
- Practical understanding of the mathematics behind modern machine learning, linear algebra and statistics
- You have experience developing and leading teams who develop in Python or Java
- You are familiar with databases, SQL, and scripting languages
- Proven ability to take requirements from design through to implementation both independently and with larger teams
- You enjoy working closely with operational teams on deployment, monitoring, and management concerns
- You actively manage performance of the team reporting to you and take responsibility to drive its outcome
- MS in AI/ML/Mathematics/CS or related field
- 10+ years applying and leading teams that apply advanced statistical/ML methods and work with large, complex data setsPhD in AI/ML/Mathematics/CS or related field
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
משרות נוספות שיכולות לעניין אותך
