15 days ago
Herẕliyya, IsraelEntry Level
Responsibilities
- Design and build agentic systems with multi-agent coordination, long-horizon reasoning, tool use, and planning frameworks.
- Develop domain-specific agents and high-performance retrieval pipelines across diverse data sources.
- Translate chip design customer workflows and domain knowledge into agent assignments, prompts, tools, and guidelines.
- Define evaluation measures, curate offline golden sets, and instrument online telemetry for agent feedback loops and quality control.
- Drive prompt engineering, model selection, and lightweight model adaptation as needed.
- Collaborate with software engineers to productionize systems and with researchers and customers to shape future products.
- Monitor developments in agentic AI and LLMs and apply promising techniques with sound engineering judgment.
Requirements
- MSc or PhD in Computer Science, Computer Engineering, Electrical Engineering, or a related field.
- Strong programming skills in Python and experience with modern machine learning and deep learning frameworks such as PyTorch.
- Hands-on experience with agentic frameworks, tool use, and data pipelines.
- Ability to design golden sets, metrics, and telemetry for iterative evaluation.
- Strong communication and collaboration skills for working with subject-matter experts.
- Preferred experience with stateful, multi-turn agentic frameworks and complex execution flows.
- Preferred experience with prompt engineering, optimization, model adaptation, fine-tuning, distillation, or preference optimization.
- Preferred publications at top-tier venues such as NeurIPS, ICML, ICLR, ACL, or EMNLP.
- Familiarity with chip design or EDA environments is preferred.
Categories
About Apple
Apple designs and sells consumer electronics, software, and services for consumers and professionals worldwide, including iPhone, Mac, iPad, Apple Watch, and AirPods, plus platforms like iOS/macOS and services such as the App Store, iCloud, Music, and TV+. Its business combines device sales with services and subscriptions and in-house silicon design. Founded in 1976, Apple is headquartered in Cupertino, California, and trades on NASDAQ as AAPL.