Applied Research Scientist, Proactive Intelligence, — Agentic Systems and Generative Modeling
Cupertino, CA - USA
Job Summary
As an Applied Research Scientist on our team you will design and implement ML algorithms that process data in different Apple products. You will train Generative AI models and Agentic systems using deep reinforcement learning to solve hard problems. Where necessary you will also work on integrating ML/RL frameworks into our products to train large-scale agents and leverage cloud services to enable scalable and distributed training/simulation of agent behaviors. You will communicate advanced ideas to a focused team of researchers in the spirit of developing innovative tools and metrics that change the way we look at problems. You will work closely with other cross-functional teams to align messaging contribute to roadmaps and contribute software back into different repos for proper integration with core systems. You will write clean maintainable and production code with appropriate documentation and tests. You will contribute to architecture decisions design reviews and peer code reviews!
Strong programming skills in Python and/or C with 3 years of experience in using these languages for machine learning (ML) modeling and applied researchnM.S. or PhD in Computer Science or a related fields such as Electrical Engineering Robotics Statistics Applied Mathematics or equivalent experience. A minimum of 3 years of experience in applied ML and/or product knowledge of ML concepts and hands-on experience in building deep-learning systemsnStrong software engineering skills to create scalable and robust infrastructure for machine-learning data modeling and evaluation systemsnProven ability to train and debug machine-learning systems: defining metrics and datasets performing error analysis and training models in a modern ML framework
Familiarity with researching current ML literature and math including optimization methods and modeling techniquesnPassionate about building extraordinary autonomous systems with Generative AInCreative collaborative and project focused with an ability to work hands-on in multi-functional teamsnProficiency in using ML toolkits such as PyTorch TensorFlow SkLearn etc.
Required Experience:
Unclear Seniority
About Company
Ask Siri to name the most successful company in the world and it might respond: Apple. And it's not just out of familial pride. Apple consistently ranks highly in profit, revenue, market capitalization, and consumer cachet. In 2018, the company became the first reach a trillion dollar ... View more