AI Operations Expert
1 week ago
Broadcom Corporation is a global technology leader that designs, develops and supplies a broad range of semiconductor and infrastructure software solutions.
We have a strong commitment to innovation and customer satisfaction, and we are always looking for talented individuals to join our team.
">Job Description">We are seeking a highly skilled Data Scientist to join our team and contribute to the design and development of a network operations AI assistant expert system using generative AI, traditional Machine Learning, and statistical analysis tools and techniques.
As a Data Scientist at Broadcom, you will be responsible for designing and developing a network operations AI assistant expert system using generative AI, traditional Machine Learning, and statistical analysis tools and techniques.
">Key Responsibilities">- Design and develop a network operations AI assistant expert system
- Develop and integrate large language models (LLMs), diffusion models, and other generative AI models into data pipelines and applications
- Clean, transform, and prepare data for use in generative AI models
- Maximize the quality and relevance of outputs from generative AI models through prompt engineering techniques
- Bachelor's + 8+ years of related experience
- Expertise in machine learning libraries (Scikit-learn, TensorFlow, PyTorch) and data manipulation (Pandas, NumPy)
- Familiarity with retrieval techniques, such as BM25, dense retrieval (using embeddings), and hybrid approaches
- Able to choose and fine-tune appropriate models for different tasks within the RAG pipeline
The annual base salary range for this position is $119,000 - $190,000
This position is also eligible for a discretionary annual bonus and equity in accordance with relevant plan documents and equity award agreements.
Broadcom offers a competitive and comprehensive benefits package, including medical, dental and vision plans, 401(K) participation including company matching, Employee Stock Purchase Program (ESPP), Employee Assistance Program (EAP), company paid holidays, paid sick leave and vacation time.
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