AI-Driven Data Governance Intern

Bybit

Hong Kong

On-site

HKD 89,000 - 134,000

Full time

7 days ago
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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.

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