At Cadence we hire and develop leaders and innovators who want to make an impact on the world of technology.
The Cadence Virtuoso platform powers all of the latest design innovations in consumer mobile and enterprise electronics worldwide. We are looking for talented software engineers to join our team and contribute to the continued growth and success of Virtuoso one of Cadences most successful products.
Your work will have a significant impact on the future of smart technology. Youll be contributing to the foundation on which our customers are building todays artificial intelligence innovations smart devices and selfdriving cars. You are not a number at Cadence we encourage your innovative experience independence and freedom to use your skills to make a difference.
Basic Requirements:
Educational Background
- Pursuing or recently completed a degree in Computer Science Artificial Intelligence Data Science or a related field.
- Strong foundation in machine learning deep learning and natural language processing (NLP).
Technical Skills
- Proficiency in Python and experience with frameworks like PyTorch or TensorFlow.
- Familiarity with transformer architectures (e.g. LLaMA GPT Mistral).
- Experience with finetuning and deploying LLMs using LoRA PEFT or similar techniques.
- Understanding of reinforcement learning (RL) concepts including RLHF and offline RL.
- Basic understanding of RetrievalAugmented Generation (RAG) and vector databases (e.g. Weaviate FAISS).
Development & Deployment
- Comfortable working with LLM APIs and integrating them into applications.
- Knowledge of MLOps best practices including model evaluation logging and monitoring.
- Experience with model merging techniques for optimizing LLM performance.
- Exposure to optimization techniques such as quantization and distillation is a plus.
ProblemSolving & Collaboration
- Ability to work in a fastpaced research and development environment.
- Strong analytical thinking and debugging skills.
- Experience with rapid prototyping in opensource AI/ML projects.
Bonus Skills (Nice to Have)
- Experience contributing to AI research papers hackathons or Kaggle competitions.
- Understanding of agentic frameworks like AutoGen or LangChain.
Were doing work that matters. Help us solve what others cant.
Required Experience:
Intern