苹果Senior Software Engineer, Machine Learning & AI
任职要求
Minimum Qualifications • 8+ years of professional experience developing production-grade software systems, with a focus on AI/ML • Expertise in Python and/or object-oriented languages, with experience building and deploying AI/ML applications at scale • Hands-on experience with LLMs, custom model development, and RAG/agentic architectures • Bachelor’s degree in Computer Science, Engineering, or a related field, or equivalent industry experience • Excellent communication skills, with the ability to convey complex technical concepts clearly to both technical and non-technical audiences Preferred Qualifications • Strong interest in emerging ML technologies and a passion for continuous learning and knowledge-sharing • Experience building, leading, or mentoring high-performing software engineering teams • Master’s degree in Computer Science, Engineering, or a related field, or equivalent experience
工作职责
• Design, develop, and deploy robust AI/ML systems with high-quality, scalable, and maintainable code • Translate complex, ambiguous requirements into clear technical plans and lead project execution across engineering efforts • Build scalable infrastructure and platforms to support cutting-edge machine learning workflows, including agentic systems that can plan, reason, and act autonomously • Research and apply state-of-the-art ML techniques—including LLMs, custom model training, and RAG/agent-based architectures—to real-world hardware challenges • Stay current with the fast-evolving AI/ML landscape, continuously improving our tools, systems, and methods to maintain a technical edge • Provide technical mentorship, foster a culture of excellence and inclusion, and help grow team capabilities • Lead design discussions, author technical documentation, and provide thoughtful, actionable feedback to peers • Represent the team in executive reviews, product demos, retrospectives, and cross-functional forums
This role demands the best and brightest; the ideal candidate will be self- motivated, accountable, technically strong and offers a diverse skillset that aligns with the key qualifications listed above. You love working in a dynamic fast paced environment, building and maintaining strong working relationships with a variety of partners, including business partners, application owners, project managers, technology and infrastructure teams to get the work done. You naturally take a deep interest in working closely with business partners to drive the product feature and technology roadmap beyond the first release.
This role requires a blend of skills in software engineering, machine learning, and operations to ensure the smooth functioning of ML systems in production environments. In this role you will: - Lead the team to design and implement automation for model training, testing, validation, and deployment - Collaborate with machine learning engineers to ensure efficient deployment and scaling of ML models - Implement monitoring and alerting systems to track model performance, system health, and data drift - Optimize compute resources for cost and performance efficiency - Manage model versions to ensure traceability and reproducibility
Lead the development and evaluation of advanced algorithms and models for content generation, especially image and video processing and generation to ensure high quality and engaging content Optimize and scale existing systems to handle large volumes of data and ensure high performanceConduct research and stay up-to-date with the latest advancements in AIGC, computer vision to ensure our solutions are cutting-edgeAnalyze performance and identify opportunities based on offline and online testing, develop, and deliver robust and scalable solutions, make direct impact to both user and advertisers experienceCollaborate with cross-functional teams, including product managers, designers, and other engineers, to define and execute on the ad content generation strategy.
THE ROLE: AMD is looking for a senior software engineer to join our growing team. As a key contributor you will be part of a leading team to drive and enhance AMD’s abilities to deliver the highest quality, industry-leading technologies to market.