Intern, Data Scientist

Summary

Join Workato's Data Science Internship program and work at the forefront of Large Language Model (LLM) technology. This role provides hands-on experience with cutting-edge AI technologies, contributing to real business solutions through rapid experimentation and analysis. You will design and implement proof-of-concept projects using state-of-the-art LLMs, conduct experiments to evaluate LLM capabilities, perform data analysis and feasibility assessments, create documentation and presentations, and collaborate with the data science team. The internship offers a chance to contribute to a company recognized for its innovation and commitment to employee well-being. Workato fosters a flexible and trust-oriented culture, providing a vibrant and dynamic work environment.

Requirements

• Strong programming skills in Python
• Basic understanding of machine learning concepts and natural language processing
• Experience with Jupyter notebooks and version control (Git)
• Excellent analytical and problem-solving skills

Responsibilities

• Design and implement proof-of-concept (POC) projects using state-of-the-art LLMs (GPT-4, Claude, Gemini, open-source models)
• Conduct rapid experiments to evaluate LLM capabilities for various business use cases
• Perform initial data analysis and feasibility assessments for business-related tasks
• Create documentation and presentations to communicate findings to technical and non-technical stakeholders
• Collaborate with the data science team to identify opportunities for LLM integration

Preferred Qualifications

• Hands-on experience with LLM APIs (OpenAI, Anthropic, Hugging Face)
• Familiarity with prompt engineering and LLM fine-tuning concepts
• Knowledge of deep learning frameworks (PyTorch)
• Experience with cloud platforms (AWS, Azure)
• Previous projects or coursework involving transformers or language models
• Active participation in ML/AI communities (Kaggle, research papers, blogs)