Binance
About Binance Accelerator Program
Who may apply
Role Positioning
Build observability, automation, and AIOps foundations. Focus on deliverable output, reusable assets, and support-driven product improvement.
Learning Outcomes
- Use logs/metrics/traces to understand issues; complete a dashboard + alert + runbook for one service.
- Turn support pain points into product improvements (copy, self-service, workflow).
- Understand MLOps/AIOps basics: deployment, rollback, drift monitoring.
- Build or extend an agent skill for automation or support.
Responsibilities
- Observability & Automation – Set up dashboards/alerts; script repetitive ticket steps.
- RCA & Support Insights – Participate in RCAs; log user pain points weekly; propose product fixes.
- Agent & Skill Prototyping – Build a lightweight agent (e.g., telegram bot) with at least one reusable skill (log fetch, health check, etc.).
- ITSM / Tools (optional) – Optimize a small workflow in incident management tooling.
Requirements
- CS/Data/AI or related major; Linux + scripting (Shell/Python); basic SQL.
- Good documentation – write actionable runbooks.
- Empathy & product thinking – improve user experience from support data.
- Basic understanding of agents and skills.
- K8s, CI/CD, Terraform.
- MLOps project experience.
- Built a simple LLM agent or defined skills (LangChain, function calling).
- TSM tool experience.
Must-have
Nice-to-have
Originally posted on Himalayas
To apply for this job please visit himalayas.app.
Working in Singapore
Singapore, officially the Republic of Singapore, is an island country in Southeast Asia. Its territory comprises a main island, over 60 satellite islands and islets, and one outlying islet. The country is about one degree of latitude north of the equator, off the southern tip of the Malay Peninsula, bordering the Strait of Malacca to the west, the Singapore Strait to the south along with the Riau Islands in Indonesia, the South China Sea to the east and the Straits of Johor along with the State of Johor in Malaysia to the north.
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