Apple is looking to revolutionize the way hundreds of millions of people access information on their devices while keeping user privacy at the forefront, by improving search technologies and result ranking
Requirements
- 4+ years Experience in Machine Learning, NLP and applying these techniques at scale
- Strong software engineering skills in mainstream programming languages, such as: Python, Go, C/C++
- In-depth knowledge and expertise in applying Deep learning models, Large Language Models and their evaluations
- Extensive experience in building production quality systems or applications in search, recommendation systems, or information retrieval
- Experience using ML frameworks (pyTorch, JAX, TensorFlow, XGBoost etc.)
- Ability to quickly prototype ideas / solutions, and perform critical analysis
- Background in: personalization, user behavior modeling, and data-driven decision-making
Responsibilities
- Contribute on research, design, implementation and evaluation of algorithms and models to enhance the quality and performance of personalized response generation models
- Use advanced NLP, deep learning and LLM techniques to generate grounded responses for user intent
- Analyze loss patterns in the current search and assistant stack and come up with insights, algorithms and techniques to resolve quality gaps with the goal of improving the top-line product metrics
- Develop a long-term technical vision; propose a roadmap for team setting clear objectives
- Collaborate with teams across the company to define product requirements and prioritize ranking criteria that optimize user satisfaction
- Establish metrics and continuously improve performance of models by applying innovative ML techniques
Other
- Bachelors in Computer Science and industry work experience
- Strong communication skills
- Advance degree (Master’s or Ph.D.) in Computer Science, Statistics, or related field, or equivalent industry work experience
- Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services
- Relocation might be eligible for discretionary bonuses or commission payments
