Data Scientist / Engineer

Company	Broadcom Limited
Location	Portsmouth, NH, USA, Framingham, MA, USA
Salary	$107000 – $171000
Type	Full-Time
Degrees	Bachelor’s
Experience Level	Senior, Expert or higher

Proficient in Python for data manipulation (Pandas, NumPy), data visualization (Matplotlib, Seaborn, Plotly), and machine learning libraries (Scikit-learn, TensorFlow, PyTorch)
Experience with data manipulation, statistical analysis, and visualization packages in R (dplyr, tidyr, ggplot2)
Ability to query and manipulate large datasets from relational databases using SQL
Experience integrating and deploying large language models (LLMs), diffusion models, and other generative AI models into data pipelines and applications
Expertise in cleaning, transforming, and preparing data for use in generative AI models
Deep understanding of prompt engineering techniques for maximizing the quality and relevance of outputs from generative AI models
Familiarity with different retrieval techniques, such as BM25, dense retrieval (using embeddings), and hybrid approaches
Understanding how to make the system’s reasoning transparent and understandable, especially important for building trust in GenAI applications
Bachelor’s degree + 8+ years of related experience

Design and develop a network operations AI assistant expert system using generative AI, traditional Machine Learning, and statistical analysis tools and techniques
Integrate and deploy 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
Communicate complex technical information to both technical and non-technical audiences
Create clear and effective visualizations using various tools