Bachelor’s degree in Computer Science, AI, Data Science, or related field (Master’s preferred) 2–4 years in machine learning, AI, or similar engineering roles Hands-on experience deploying models into production Prior experience in startups or 0-to-1 product environments Knowledge of NLP, generative AI, and LLMs (e.g., LangChain) Experience with ML frameworks such as TensorFlow, PyTorch, scikit-learn, Spark Strong data engineering skills: ETL pipelines, SQL/NoSQL, data preprocessing Strong analytical and communication abilities, teamwork, adaptability, and attention to detail