AI-Driven Data Governance Intern

Bybit; Hong Kong; On-site; HKD 89,000 - 134,000; Full time

Benefits offered by this job

Study Growth Fund

Internal Events

Global Collaboration

Career Advancement

Internal Mobility

Job summary

Bybit invites an internship in data governance and AI-assisted data platforms. Join a fast-growing crypto derivatives exchange to shape the next-gen data quality and semantic layer across analytics, metrics, and dashboards.

You will prototype end-to-end solutions, collaborate with global teams, and gain hands-on experience with SQL, Python, and LLM-driven tooling in a real-world financial tech environment.

Qualifications

• Undergraduate or graduate student in Computer Science, Data Science, Statistics, or a related field.
• Solid proficiency in SQL and Python. Understanding of data warehouse fundamentals — dimensional modeling, layered architecture, metadata, and lineage.
• Hands-on experience with LLM application development: prompt engineering, RAG, Agent / tool-calling frameworks (e.g., LangChain, LlamaIndex, MCP).
• Structured thinking: distill governance pain points into well-defined problems with quantifiable success criteria.
• Self-driven and comfortable with ambiguity — exploratory project with no predetermined answers.
• Bonus: experience with DataHub / OpenMetadata / Atlas, dbt, Great Expectations / Deequ, or similar tooling.
• Able to read technical materials in English; clear written communication skills.
• Minimum 3-month internship commitment, 5 days per week on-site.
• Fluent in Mandarin; fluent English is a plus.

Responsibilities

• Research & Benchmarking — survey industry and open-source approaches in AI + data governance; propose best-practice aligned with our tech stack.
• Data Model Governance — build AI-assisted model review capabilities and lineage-based asset identification.
• Metric Semantic Automation — extract and standardize metric definitions from SQL, lineage, and docs.
• Data Quality Automation — auto-generate quality rules from profiling; detect anomalies and drift; propose remediation.
• MVP Delivery — execute end-to-end project across problem definition, design, prototype, deployment, and quantified results.
• Documentation & Communication — produce designs, methodologies, results, and share with stakeholders.

Skills

SQL

Python

Spark / Flink

Data warehouse fundamentals

LangChain

LlamaIndex

LLM applications

Mandarin fluency

Education

Undergraduate or graduate student in Computer Science/Data Science/Statistics

Tools

dbt

OpenMetadata

Atlas

DataHub

Job description

Bybit invites an internship in data governance and AI-assisted data platforms. Join a fast-growing crypto derivatives exchange to shape the next-gen data quality and semantic layer across analytics, metrics, and dashboards.

You will prototype end-to-end solutions, collaborate with global teams, and gain hands-on experience with SQL, Python, and LLM-driven tooling in a real-world financial tech environment.