2025 Fall Intern, NLP

Position Responsibilities

As an NLP intern, you will research, prototype, develop, deploy and scale innovative ML/NLP solutions in collaboration with Linguistic Experts and Product Management teams

You will develop predictive models on large-scale datasets to address various business problems leveraging advanced statistical modeling, machine learning, or data mining techniques

Set up processes to monitor and continually improve efficiency and performance of models

Software development including algorithm implementation, optimization, performance profiling, integration to production systems, testing and documentation

Program primarily in Python using efficient algorithms and software design patterns

Required Skills

Currently pursuing a Master’s degree or Ph.D. in relevant field

Relevant experience in Natural Language Understanding, Intent Classification and Slot Filling, Dialogue Management, Question Answering, Text Classification, Information Retrieval, or Knowledge Extraction

Experience with building end-to-end systems based on machine learning or deep learning methods

Strong understanding of computer science fundamentals such as algorithms, data structures and run-time analysis

Proficiency in Python

Experience in tuning prompts for Large Language Models

Experience in training Large Language Models (pretraining, fine-tuning, parameter efficient training)

Experience in serving and optimizing models latency and memory footprint through techniques like quantization or custom kernel application

Experience with deep learning architectures such as LSTMs, Transformers, Tree-LSTMs, Graph Neural Networks, etc.

Experience with cutting-edge deep learning–based NLP models such as ELMo, BERT, OpenAI GPT-2/3, BART, BigBird, ERNIE, etc.

Experience with deep learning NLP toolkits such as huggingface, spacy, etc.

Experience with deep learning frameworks like TensorFlow, PyTorch, JAX and libraries like Hugging Face transformers, Deep Graph Library, DGL-KE, etc.

Able to solve real–world problems using cutting–edge ideas and independent research

A willingness to learn and remain agile in a dynamic environment

Analytical and problem-solving skills for design, creation and testing of custom software

Extensive experience with software prototyping or designing experimental software

Adept at adapting academic ideas and theoretical algorithms into a production system

Industries:Computer Software

Function: Web Development