Tina Huang

Tina Huang is a data science content creator who previously worked as a data scientist at Meta. She launched her YouTube channel around 2019 and has grown it to over a million subscribers. Her content centers on data science career guidance — including interview preparation, portfolio building, and descriptions of day-to-day work in industry roles — drawing on her experience at a large technology company. She also covers Python, SQL, and statistical topics in tutorial format.

Her content has shifted over time in response to changes in the AI industry. Earlier videos focused primarily on traditional data science career paths and technical skills. Following the mainstream emergence of large language models in 2022 and 2023, she expanded her coverage to include generative AI tools and their implications for data science roles and hiring. She produces videos on productivity, learning strategies, and career decision-making alongside technical tutorials.

Huang's career guidance reflects her specific experience at one large technology company, and some of her observations about hiring and day-to-day work may not generalize uniformly across companies of different sizes or in different industries. Her channel earns revenue through sponsorships, which are common in the data science education space. She is one of several creators who cover data science career entry from a practitioner's perspective, a genre that grew substantially during the period of high demand for data science roles in the technology industry.