Unison Group

Group Data & AI Governance Specialist

Unison Group  •  Singapore, SG (Onsite)  •  1 day ago
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Job Description

We are a growing regional digital bank group and are revolutionizing financial banking services across Southeast Asia. Our mission is to unlock big dreams and drive financial inclusion throughout the region. As a regional digital bank, we have the right foundation—data, technology, and trust—because we are Build With Heart. We believe that real impact starts with real people. If you're ready to Own The Mission and help us shape the future of Digital banking, we invite you to join us.

About the Role:

Responsible for creating and driving data and AI governance initiatives for a digital bank that seeks to offer inclusive banking services to customers based on a strong foundation of trusted data and AI innovation.

As the Group Data & AI Governance Specialist, you will be involved in creating and implementing data and AI governance policies, processes, systems, and tools, as well as influencing the Bank Group's data and model architecture to ensure enterprise data and AI assets are securely stored, documented, deployed, and managed effectively. You will partner with the data science, MLOps, product, technology and risk teams to drive initiatives that embed privacy, accountability and fairness into the Bank Group's products and process design, providing expert advice on compliance with data regulations and evolving responsible AI requirements.

Key Responsibilities

  • Partner with data engineering and MLOps teams to implement a robust data architecture that ensures enterprise data is securely stored and managed effectively, and data governance solutions, metrics, reports and dashboards to improve efficiency, data accuracy and consistency.

  • Implement and facilitate the aggregation of data quality and AI controls and metrics, using governance tools, reports and dashboards.

  • Implement data governance solutions using APIs, automation, and other technologies (e.g. Generative AI) in collaboration with IT, Data Engineering and IAM teams, to improve efficiency and accuracy in data governance processes, enforcement of data access controls, data retention and security measures to protect sensitive data.

  • Establish and govern the lifecycle for traditional ML, Generative AI and agentic systems from ideation to production. Define frameworks policies and processes to assess, mitigate and monitor AI risks throughout the AI lifecycle.

  • Develop clear technical guidance, documentation, and best practices for Bank Group employees on data and AI governance issues and responsible AI deployment.

  • Facilitate and respond to data and AI governance-related enquiries, complaints, and audits. Act as a key coordinator in managing and remediating data and AI incidents.

  • Working with Data Stewards, Data Owners and relevant parties to implement and enforce the enterprise-wide data governance framework, including policies, standards, and procedures set by the EDaC.

  • Collaborate with Data Steward to define and maintain critical data elements and translate business rules into technical data quality rules in accordance with the established Data Quality Dimensions.

Requirements:

  • At least 3 years of relevant experience with a strong understanding of AI technology, including AI model validation, ML risk assessments, model monitoring, and data governance activities/processes, preferably in the banking, financial services, or digital services sector in Singapore.

  • Knowledge and hands-on experience of the AI and ML development lifecycle (data preparation, feature engineering, training, testing, deployment, and monitoring).

  • Ability to adopt practical, risk-based approaches to effectively balance innovative business and AI development velocity with strict compliance requirements.

  • Ability to thoroughly understand the business and technical requirements of AI, LLMs, and large-scale data systems, and manage the technical implementation of governance, observability, and risk management systems and software tools.

  • Sound understanding and technical experience in AI and data management, including data governance principles, metadata management, model lineage, data access, data quality management and data stewardship best practices.

  • Familiarity with data warehousing concepts, preferably within Snowflake.

  • Good understanding of data and AI governance-related regulatory requirements and industry standards, especially in the area of traditional AI, GenAI, and agentic AI (e.g., MAS FEAT principles and AI Risk Management Framework, IMDA Model AI Governance Framework). A good understanding of financial sectoral laws and other related regulations is highly preferred.

  • Self-starter, able to work independently and collaboratively across multi-functional teams.

  • Industry Knowledge: Experience in the banking or financial services industry. Deep understanding of banking data domains (e.g., customer KYC, AML/CFT, credit risk, deposits, payments).

  • Strong project management, communication, interpersonal, negotiation skills and experience working in an Agile/Scrum development environment.

Unison Group

About Unison Group

Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance.

Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions. Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions.

We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential. At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations.

Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.

Industry
IT & Software
Company Size
51-200 employees
Headquarters
Unknown
Year Founded
2012
Website
com.sg
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