AI-Native Data Operations

ECHO TECHNICAL PTE. LTD.; Singapore; Presencial; SGD 90.000 - 140.000; Jornada completa

Descripción de la vacante

ECHO TECHNICAL PTE. LTD. is seeking an AI-native data & operations analyst to work directly with the founder as a hands-on execution partner. You’ll use Claude-based AI skills to query production data, logs, and metrics, turning questions into operational and risk-control recommendations, and to help drive the founder's AI initiatives end to end.

This is not a coding role and not a traditional analyst role sitting behind static reports — it's a seat next to how the business is actually run.

Formación

• Solid SQL and data-analysis fundamentals; comfortable working directly with production data.
• Real hands-on experience using LLMs (ChatGPT/Claude) for more than chat — e.g., structured analysis, agents, workflow automation; prompt-engineering ability is a strong plus.
• High ownership and structured thinking — able to take a one-line ask and turn it into a complete, well-reasoned analysis with minimal hand-holding.

Responsabilidades

• Data‑driven operations analysis — Use AI‑assisted workflows to pull and interpret production data (databases, logs, metrics dashboards), translating results into concrete operational recommendations (growth, retention, funnel, efficiency)
• Risk control optimization — Analyze risk rule performance (false positive/negative patterns, loss/fraud data) and propose specific rule or threshold changes with supporting evidence
• AI initiative execution — Act as the founder's direct AI execution partner: prototype new AI-skill workflows, evaluate new AI tools/models, and help push AI‑native ways of working across the team
• Decision‑ready reporting — Turn analysis into short, clear written recommendations a founder can act on immediately, not just charts

Conocimientos

SQL

Data analysis

LLMs (ChatGPT/Claude)

Prompt engineering

Ownership

Fintech/risk understanding

Herramientas

Claude Code

Custom GPTs

AI agent tooling

Descripción del empleo

About the Role

We're looking for an AI-native data & operations analyst to work directly with the founder as a hands‑on execution partner. Instead of building traditional BI dashboards, you'll use Claude‑based AI \"skills\" — natural‑language workflows that query production data, logs, and metrics — to turn raw business questions into operational and risk‑control recommendations, and to help drive the founder's AI initiatives end to end.

This is not a coding role and not a traditional analyst role sitting behind static reports — it's a seat next to how the business is actually run.

What You'll Do

• Data‑driven operations analysis — Use AI‑assisted workflows to pull and interpret production data (databases, logs, metrics dashboards), translating results into concrete operational recommendations (growth, retention, funnel, efficiency)


• Risk control optimization — Analyze risk rule performance (false positive/negative patterns, loss/fraud data) and propose specific rule or threshold changes with supporting evidence


• AI initiative execution — Act as the founder's direct AI execution partner: prototype new AI‑skill workflows, evaluate new AI tools/models, and help push AI‑native ways of working across the team


• Decision‑ready reporting — Turn analysis into short, clear written recommendations a founder can act on immediately, not just charts

What We're Looking For

• Singapore Citizen or Singapore PR (no visa sponsorship)


• Solid SQL and data‑analysis fundamentals; comfortable working directly with production data


• Real hands‑on experience using LLMs (ChatGPT/Claude) for more than chat — e.g., structured analysis, agents, workflow automation; prompt‑engineering ability is a strong plus


• High ownership and structured thinking — able to take a one‑line ask and turn it into a complete, well‑reasoned analysis with minimal hand‑holding


• Interest in fintech/trading/crypto business models; some understanding of risk‑control concepts (fraud, credit risk, rule‑based controls) is a plus


• Excellent written English — must be able to write crisp, decision‑ready recommendations

Nice to Have

• Python/pandas or similar for ad hoc data work


• Prior internship in quant, risk, growth, or data/business analytics


• Experience building with Claude Code, custom GPTs, or AI agent/automation tooling

What You'll Get

• Direct, daily working relationship with the founder — a rare view into how decisions actually get made


• High autonomy and fast decision cycles; your analysis directly drives real calls, not filed‑away reports


• Ground‑floor role in defining how a fast‑moving company adopts AI‑native operations