15 days ago
Herẕliyya, IsraelMid 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 customer workflows and domain expertise into agent assignments, prompts, tools, and guidelines.
- Define evaluation measures, curate offline golden sets, and instrument online telemetry for agent feedback loops.
- Drive prompt engineering, model selection, and lightweight model adaptation as needed.
- Collaborate with software engineers to productionize solutions and with researchers and customers to shape future products.
- Track developments in agentic and LLM techniques and apply promising approaches with sound engineering judgment.
Requirements
- At least 3 years of applied ML/AI experience, including hands-on work building LLM-powered or agentic applications.
- Strong Python programming skills and experience with modern ML and deep learning frameworks such as PyTorch.
- Hands-on experience with agentic frameworks, tool use, and data pipelines.
- Experience designing golden sets, metrics, and telemetry to guide iteration.
- Strong communication and collaboration skills, including the ability to work with subject-matter experts and translate domain knowledge into agent behavior.
- Preferred experience with stateful, multi-turn agentic frameworks and complex execution flows.
- Preferred experience with prompt engineering and optimization techniques.
- Preferred experience with model adaptation such as fine-tuning, distillation, or preference optimization.
- Publications at top-tier venues such as NeurIPS, ICML, ICLR, ACL, or EMNLP are preferred.
- 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.