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Data analyst model monitoring data quality

Adelaide
Salmon Group Ltd
Quality
Posted: 29 March
Offer description

Salmon – Who We Are

Salmon Group Ltd ("Salmon") is a leading financial technology company focused on improving financial inclusion in the Philippines. Through its Philippine subsidiaries, including the Rural Bank of Sta. Rosa (Laguna), Inc. ("Bank"), Salmon delivers accessible financial services to underserved and underbanked Filipinos.

The Bank is renamed to Salmon Bank (Rural Bank) Inc., with BSP approval secured and SEC processing underway. It plans to apply for a Thrift Bank license by this year. In 2024, assets grew 12x to PHP1.3 billion, driven by strong consumer lending. The Bank aims to increase assets 5x in 2025 and to increase equity from PHP682 million (as of 31 May 2025) to PHP1.2 billion by 2026.

Salmon was founded by Pavel, George, and Raffy, who held senior leadership roles at Tinkoff, one of the world's most successful and profitable digital banks. Tinkoff is widely recognized for its innovation and scale in emerging markets, offering a strong foundation of experience for Salmon's leadership team.

In under three years, Salmon has built a global team of finance and technology professionals and raised USD 184 million in equity and debt to support its operations in the Philippines. Key shareholders include the International Finance Corporation (World Bank Group), ADQ/Lunate (Abu Dhabi's sovereign wealth fund), Back in Black Capital, Northstar Group, Spice Expeditions, Antler Elevate, and other prominent investors from the US and the Philippines.

About The Team

We're expanding our credit scoring analytics team to strengthen and evolve our existing model monitoring system. The team ensures continuous visibility into model and data health – tracking feature stability, input distributions, and overall data quality, as well as monitoring model performance in production. This work is critical for the business, helping to keep our scoring models reliable, explainable, and aligned with real‐world portfolio behavior.

About The Role

We're looking for a data‐savvy analyst with strong SQL skills, curiosity, and the ability to interpret what data is really saying. You should enjoy working with complex datasets, noticing patterns and anomalies, and understanding what drives changes in the numbers.

Your main focus will be to strengthen our monitoring framework – designing, refining, and maintaining dashboards and alert systems that track how models and features behave in production. Beyond reporting, you'll own the alert response process: investigating anomalies, identifying root causes, and working with other teams to drive meaningful improvements that impact business decisions.

Your Future Responsibilities Await

* Build and maintain SQL‐based dashboards for tracking model stability, data drift, and feature quality.
* Strengthen the monitoring system by designing and refining alert logic.
* Investigate triggered alerts, analyze root causes, and propose corrective actions.
* Monitor data consistency across sources and time periods.
* Support model documentation and periodic validation reports.

What We Expect From Candidate

* Strong SQL expertise and experience working with large, complex datasets.
* Experience in data validation, monitoring, or analytical quality control.
* Basic Python for data analysis and automation; experience in model development would be a plus.
* Solid understanding of data distributions, metrics, and statistical reasoning – ability to interpret what data trends mean.
* High attention to detail, initiative, and ability to work independently.

Would Be a Big Plus

* Experience with Databricks or dbt.
* Familiarity with model monitoring concepts or credit scoring systems.
* Background in statistics, experimentation, or A/B analysis.

This is a chance to strengthen and expand the monitoring system that directly supports key credit decisioning models and drives measurable business impact.

Why would it be cool to work with us?

What We Create

* Modern banking services for millions of Filipinos
* Cutting‐edge solutions based on the best world practices and AI implementation
* Licensed neobank aiming to be a unicorn and leading fintech in the fast‐growing region of Southeast Asia
* A business capable of raising over $200MM from the ADQ (the sovereign wealth fund of Abu Dhabi), World Bank Group and other investors despite the challenging market
* An environment that allows you to launch new products in 3-4 months
* A basis for expanding into new markets all over the world

What We Offer

* Passionate international team spanning the globe
* Rapid professional growth. Merit (and merit only) rules the day
* Reward for performance and long‐term success of Salmon
* Fast track to grow internationally
* New office in Manila, Philippines
* Relocation support for eligible candidates
* Remote (from +4 GMT and to +10 GMT) and hybrid options (in Manila).
* Medical insurance, health and wellness benefits
* Program of events and activities both online and in person
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