New College Graduate - AI Solutions Engineer
Core
Design and build AI-enabled solutions for discriminative and generative applications using classical and neural network algorithms, including LLMs and transformers.
Role type
New College Graduate AI Solutions Engineer
Builds
Scalable, performant, and secure AI solutions for design, manufacturing, sales, planning, and productivity applications.
Domain
Semiconductor industry + Machine Learning
Deliverable
production ML models
Required skills
Python programming, PyTorch, C/C++ programming, SQL, dense linear algebra, probability, calculus, optimization theory, neural network algorithm development, transformer-based LLM design, traditional ML techniques (clustering, regression, trees)
Preferred skills
Master's or PhD in relevant field, publication in top technical conferences, experience with reasoning agents, applications in language/speech/vision/games/time series/personalization
Technologies
PyTorch, transformers, LLMs
Responsibilities
Design efficient data pipelines, develop agents using latest LLMs, train new networks from scratch, test with rigor, monitor deployments for accuracy and drift
Seniority
Junior, entry-level IC