Broadcom
AI Software Engineer
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Job Description
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Job Description
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Broadcom is seeking an experienced AI Software Engineer to integrate commercial AI tools and agents into an existing design flow.
- Monitor and maintain AI systems: Ensure AI systems are running smoothly and efficiently
- Integrate AI into workflows: Responsible for embedding AI tools into daily operations across the organization to ensure they deliver measurable value
- Coordinate AI agents: In a higher-level system, coordinate multiple AI agents to achieve an overarching process control
- Optimize performance: Analyze key performance indicators, adjust parameters in real-time, and optimize resource usage to improve performance
You will join a worldwide R&D team dedicated to getting products to market. This role is key to dramatically improving design productivity across the organization.
Responsibilities
- Quickly analyze existing VLSI design systems and methodologies to identify opportunities for AI integration and productivity improvement
- Develop and deploy commercial AI tools to enhance productivity within established design flows
- Design and implement enhancements based on users feedback, without requiring ground-up rebuilds of existing infrastructure
- Evaluate and compare commercial AI solutions to select the best-fit technology for specific design flow challenges
- Select, clean, and preprocess data fed into commercial AI tools to ensure optimum output quality
- Create and refine AI agents to improve the Quality of Results (QoR) from AI-generated outputs
- Deploy AI agents to resolve common tool errors, minimizing human intervention and downtime
- Develop intelligent chatbots to enable engineers to quickly access critical information and knowledge needed to complete their tasks
- Conduct...
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