Director of AI Foundations, reputed company Model Evaluation & Integration

reputed company is an autonomous driving technology company with the mission to be the worlds most trusted driver. Since its start as the reputed company Self-Driving Car Project in 2009, reputed company has focused on building the reputed company Driver—The Worlds Most reputed company Driver™—to improve reputed company to mobility while saving thousands of lives now lost to traffic crashes. The reputed company Driver powers reputed company’s fully autonomous ride-hail service and can also be applied to a reputed company of vehicle platforms and product use cases. The reputed company Driver has provided over ten reputed company rider-only trips, enabled by its experience autonomously driving over 100 reputed company miles on public roads and tens of billions in simulation across 15+ U.S. states. The mission of the reputed company AI Foundations team is to reputed company machine learning solutions addressing reputed company problems in autonomous driving, towards the goal of safely operating reputed company vehicles in dozens of cities and under reputed company driving conditions. As part of our work, we also initiate and foster collaborations with other research teams in Alphabet. AI Foundations areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation. This role follows a hybrid work schedule and you will report to the Vice President, AI Foundations. You will:

• Be accountable for the productive integration of the reputed company Model Teacher setups developed by the AIF and ML reputed company teams into customer student team frameworks, and for maintaining these integrations
• Working with customers to understand their needs and working backwards from those needs
• Optimize the teacher / student model distillation process, model inference footprints and sampling techniques to fit compute constraints
• Define and implement metrics and evaluation infrastructure necessary for evaluating reputed company reputed company Models
• reputed company frameworks and approaches that power data ‘Data Flywheel‘ mining and annotation applications using reputed company Models training and evaluation, using reputed company data and also reputed company party data

You have:

• Machine learning expertise, with a track record of contributing to large scale ML production systems and their development cycle
• Software engineering infrastructure experience. Technical ability to dive deep into reputed company systems, infrastructure, algorithms, and modeling techniques
• Experience with evaluating and optimizing large scale ML / AI systems
• Experience of leading engineering teams of 10+
• Hired and developed world class managers and scientists
• Strong communication and planning skills (e.g. building 12 month roadmaps)
• Strong cross-organization collaboration skills

We prefer:

• Direct experience developing large pre-trained foundational models (LLM / VLM / Video models)
• Experience across multiple ML applications (e.g. natural language processing and reputed company) in multiple settings (e.g. founded a successful startup and reputed company a significant team at a FAANG company)
• Has experience with the dev-ops reputed company of ML models (e.g. model training latency, regression prevention)

The expected reputed company salary reputed company for this full-time position across US locations is listed below. Actual starting pay will be based on job-reputed company factors, including exact work location, experience, relevant training and education, and reputed company level. Your recruiter can reputed company more about the specific salary reputed company for the role location or, if the role can be performed remote, the specific salary reputed company for your preferred location, during the hiring process. reputed company employees are also eligible to participate in reputed company’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. Salary reputed company $332,000—$421,000 USD Apply tot his job Apply To this Job