132 Data Modeling jobs in Singapore

Data Engineering (ETL & Modeling)

Singapore, Singapore Airwallex

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Job Description

About Airwallex

Airwallex is the only unified payments and financial platform for global businesses. Powered by our unique combination of proprietary infrastructure and software, we empower over 150,000 businesses worldwide – including Brex, Rippling, Navan, Qantas, SHEIN and many more – with fully integrated solutions to manage everything from business accounts, payments, spend management and treasury, to embedded finance at a global scale.

Proudly founded in Melbourne, we have a team of over 1,700 of the brightest and most innovative people in tech across more than 37 locations around the globe. Valued at US$5.6 billion and backed by world-leading investors including Sequoia, Lone Pine, Greenoaks, DST Global, Salesforce Ventures and Mastercard, Airwallex is leading the charge in building the global payments and financial platform of the future. If you’re ready to do the most ambitious work of your career, join us.

Hiring Location: Singapore and Shanghai Level: Mid level, Senior - Staff level Who We Are? About the Team:

As a global team, we span across Australia, China, USA, and Singapore, revolutionizing applied data science, data engineering and platform solutions to support Airwallex's rapid growth. You will collaborate with a diverse range of cross-functional partners, including Product, Engineering, Marketing, Sales, Finance, and more, to tackle complex data problems and shape the future of fintech.

What you’ll do

Part 1. Data Modeling

  • Design and implement robust and scalable data models that support business intelligence, machine learning, and operational needs.

  • Possess a deep understanding of data schemas and be able to select appropriate schema designs (e.g., star schema, snowflake, normalized vs denormalized) based on use cases.

  • Collaborate closely with business teams to translate their data needs into clean, structured, and well-documented models.

  • Understand and promote the concept of SSOT (Single Source of Truth) throughout the data layers and pipelines.

  • Maintain data consistency, traceability, and quality across multiple data sources and domains.

Part 2. ETL and Data Pipeline Management

  • Experience building and maintaining both batch and streaming ETL pipelines, with a strong understanding of end-to-end data workflow — from data ingestion to transformation and delivery.

  • Able to work closely with Data Platform Engineers (DPEs) and Product Managers (PMs) to quickly identify root causes of data issues and provide efficient, scalable solutions.

  • Bonus if you’ve worked with data across distributed or multi-datacenter systems, including solving challenges related to data migration, duplication, and consistency.

Part 3. Data Governance

  • Participate in and contribute to data governance strategies, policies, and standards.

  • Be familiar with any of the six key pillars of traditional data governance (e.g., data quality, data stewardship, metadata management, master data management, data privacy/security, data lifecycle).

Part 4. Data + AI

  • We hope you have a basic understanding of AI and enjoy thinking about how data engineering and AI can work together in practical and creative ways.

These four areas are the main focuses of this role. Ideally, you should be strong in at least one of them — especially data modeling or data ETL. If you also have experience or skills in the other areas, that would be a big plus.

Who you are

We're looking for people who meet the minimum qualifications for this role. The preferred qualifications are great to have, but are not mandatory.

Minimum qualifications:
  • Bachelor’s degree in Computer Science, Information Systems, Finance, Maths or a related field. A master's degree is a plus.

  • Proven experience (5+ years) in designing and implementing ETL processes using tools such as Informatica, Talend, Apache NiFi, or similar. If you have less than five years of work experience but have done very well in similar roles, we’re happy to consider you for a Mid-Level position (Data Engineer II). Just keep in mind that this role requires at least two years of work experience.

  • Strong expertise in data modeling.

  • Proficiency in SQL, database management systems (e.g., MySQL, PostgreSQL, Oracle), and data warehousing solutions.

  • Familiarity with Google Cloud Platform (GCP), specifically BigQuery and Airflow.

  • Excellent problem-solving skills, with a keen attention to detail and a commitment to producing high-quality work.

  • Strong communication and collaboration skills, with the ability to work effectively in a fast-paced, team-oriented environment.

  • Outstanding verbal communication skills for effective interaction with overseas teams.

Preferred qualifications:
  • Experience with financial industries( or financial applications, with a focus on Treasury and Ledger systems), payment systems, or fintech platforms.

  • Knowledge of data governance practices and regulatory requirements in the financial industry.

  • Experience with scripting languages (e.g., Python, R) for data analysis and automation.

  • Certification in data management or related technologies is a plus.

At Airwallex, you can make an impact in a rapidly growing, global fintech. We want you to share in our success, which is why you’ll be offered a competitive salary plus valuable equity within Airwallex. We also like to ensure we create the best environment for our people by providing collaborative open office space with a fully stocked kitchen. We organise regular team-building events and we give our people the freedom to be creative.

Equal opportunity

Airwallex is proud to be an equal opportunity employer. We value diversity and anyone seeking employment at Airwallex is considered based on merit, qualifications, competence and talent. We don’t regard color, religion, race, national origin, sexual orientation, ancestry, citizenship, sex, marital or family status, disability, gender, or any other legally protected status when making our hiring decisions. If you have a disability or special need that requires accommodation, please let us know.

Airwallex does not accept unsolicited resumes from search firms/recruiters. Airwallex will not pay any fees to search firms/recruiters if a candidate is submitted by a search firm/recruiter unless an agreement has been entered into with respect to specific open position(s). Search firms/recruiters submitting resumes to Airwallex on an unsolicited basis shall be deemed to accept this condition, regardless of any other provision to the contrary.

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Data Management Associate (Modelling, Analysis)

$10000 Monthly OPTIMUM SOLUTIONS (SINGAPORE) PTE LTD

Posted 15 days ago

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Job Description

We are seeking a skilled Data Management Analyst with strong business analysis capabilities to support the design and implementation of data integration, data marts, and data lakes in collaboration with data architects and cross-functional teams. This role requires a proactive approach to understanding current and future data needs, translating complex business requirements into effective data models, and ensuring alignment with data governance and regulatory standards within the banking sector.


Key Responsibilities:

  • Partner with business stakeholders and technology teams to gather and analyze data requirements related to banking products, transactions, customers, reporting, and analytics.
  • Design and maintain logical and physical data models that accurately represent core banking operations, risk management, compliance, and financial reporting needs.
  • Translate complex business use cases into optimized data structures (both normalized and de-normalized) suitable for operational and analytical workloads.
  • Support the implementation and evolution of data marts, data warehouses, and integration layers consistent with the enterprise banking data architecture.
  • Collaborate closely with development teams to ensure efficient deployment and performance optimization of physical data models handling large financial datasets.
  • Ensure all data models comply with data governance frameworks, data quality standards, and metadata management practices.
  • Prepare and maintain comprehensive data architecture documentation, including data dictionaries and lineage diagrams, to support regulatory, audit, and business requirements.
  • Assist in data lineage, metadata management, and data quality initiatives to promote transparency and trust in data usage.
  • Communicate effectively across multiple teams to anticipate future data needs and contribute to design decisions beyond basic requirements.

Required Qualifications and Experience:

  • Bachelor’s degree in Computer Science, Information Systems, Data Science, or a related field
  • 7-10 years of experience in data architecture, data modelling, or data management, preferably within banking or financial services.
  • Solid understanding of data governance principles (e.g., DAMA-DMBOK framework).
  • Deep expertise in logical and physical data modeling for core banking, risk, compliance, financial reporting, and analytics domains.
  • Proficiency in data modeling tools such as Erwin, PowerDesigner, or equivalents.
  • Advanced SQL skills with strong experience handling large and complex financial datasets.
  • Strong knowledge of relational and dimensional modeling, data warehousing concepts, and data integration techniques.
  • Intermediate understanding of regulatory compliance requirements in the APAC region.
  • Experience working with Collibra data governance platform is preferred (non-developer role).
  • Excellent collaboration, communication, and documentation skills to engage effectively with both business and technical stakeholders.
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Data Management Specialist

RiDiK (a Subsidiary of CLPS. Nasdaq: CLPS)

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1 day ago Be among the first 25 applicants

Direct message the job poster from RiDiK (a Subsidiary of CLPS. Nasdaq: CLPS)

Senior APAC Technical Recruiter (BFSI) | Technical Recruitment Expert

Job Summary

We’re looking for a Data Management (Banking Industry) to support our team in Singapore but this role Hybrid. This role offers the opportunity to work on meaningful projects, collaborate with talented colleagues, and contribute to the success of a growing company. If you’re someone who takes initiative, values continuous learning, and thrives in a collaborative setting, we’d love to hear from you.

Responsibilities:

  • Collaborate with business stakeholders and technology teams to gather and analyze data requirements related to banking products, transactions, customers, and reporting.
  • Design and maintain logical and physical data models for core banking, risk management, compliance, and financial reporting.
  • Translate complex business use cases into normalized and de-normalized data structures optimized for both operational and analytical workloads.
  • Implement and evolve data marts, data warehouses, and data integration layers aligned with the client’s data architecture.
  • Work with development teams to deploy physical data models and optimize performance for large financial datasets.
  • Ensure all data models comply with data governance, quality, and metadata management standards.
  • Produce data documentation, including data dictionaries and lineage diagrams, for business, audit, and regulatory use.
  • Support initiatives related to data lineage, metadata management, and data quality to enhance data trust and transparency.
  • Provide business support with the ability to identify and highlight IT issues when necessary.
  • Create and maintain reports and communicate effectively with both technical and business stakeholders.

Requirements:

  • Bachelor's degree in computer science, Information Systems, Data Science, or a related field.
  • Min. 7–10 years of experience in data architecture, data modelling, or data management in the banking or financial services industry.
  • Deep expertise in logical and physical data modelling, particularly for core banking, risk, compliance, and analytics use cases.
  • Strong skills in data modelling tools such as Erwin, PowerDesigner, or similar.
  • Advanced SQL skills with experience handling large, complex financial datasets.
  • Solid understanding of relational and dimensional modelling, data warehousing, and integration techniques.
  • Familiarity with data governance frameworks like DAMA-DMBOK.
  • Intermediate understanding of APAC regulatory compliance.
  • Excellent communication, collaboration, and documentation skills.
  • Ability to create clear reports and work well in a team setting.
  • Experience with the American data management platform Collibra (non-development role) is a plus.
  • Good communication skills in both writing and spoken to communicate effectively with the stakeholders and clients.

About CLPS RiDiK

RiDiK is a global technology solutions provider and a subsidiary of CLPS Incorporation (NASDAQ: CLPS), delivering cutting-edge end-to-end services across banking, wealth management, and e-commerce. With deep expertise in AI, cloud, big data, and blockchain, we support clients across Asia, North America, and the Middle East in driving digital transformation and achieving sustainable growth. Operating from regional hubs in 10 countries and backed by a global delivery network, we combine local insight with technical excellence to deliver real, measurable impact. Join RiDiK and be part of an innovative, fast-growing team shaping the future of technology across industries

Seniority level
  • Seniority level Mid-Senior level
Employment type
  • Employment type Contract
Job function
  • Job function Analyst and Management
  • Industries IT Services and IT Consulting, Banking, and Financial Services

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Data Management Specialist

Singapore, Singapore Astek Group

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1 month ago Be among the first 25 applicants

Only CAT-1 cleared applicants will be considered (Singapore Citizen)

As this is a mid level role, only 2-7 years of experience will be considered.

Only Data Management experience in Financial/Banking/Investment domain will be considered.

Only We are seeking a meticulous and proactive Data Management Specialist with strong analytical and problem-solving skills to support our investment data operations. The ideal candidate will be responsible for ensuring data accuracy, managing reconciliation processes, handling data issues, and supporting end users through documentation and UAT activities. Candidates must be CAT-1 cleared and possess relevant domain knowledge in investment data.

Key Responsibilities:

  • Perform data analysis to support investment operations and reporting.
  • Implement, monitor, and troubleshoot data reconciliation and quality check processes.
  • Manage and resolve data-related issues in a timely and effective manner.
  • Develop and maintain Oracle PL/SQL scripts for data extraction, transformation, and validation.
  • Collaborate with business users to conduct User Acceptance Testing (UAT).
  • Respond to queries from end users and ensure adherence to agreed SLAs.
  • Prepare and maintain technical and functional documentation.
  • Apply investment data domain knowledge to improve data accuracy and usability.
  • Work closely with cross-functional teams to ensure data integrity and governance standards are met.

Requirements:

  • CAT-1 cleared or eligible.
  • Bachelor’s degree in Computer Science, Information Technology, or related field.
  • Proven experience in data analysis and data issue management.
  • Hands-on experience with Oracle PL/SQL.
  • Experience in data reconciliation and quality assurance processes.
  • Strong documentation skills for technical and functional specifications .
  • Familiarity with investment data and financial instruments.
  • Excellent problem-solving, logical thinking, and communication skills.
  • Ability to manage multiple priorities and meet SLA-driven deadlines.

Good to Have:

  • Experience with Tableau for data visualization.
  • Familiarity with Snowflake or Denodo platforms.
Seniority level
  • Seniority level Mid-Senior level
Employment type
  • Employment type Full-time
Job function
  • Job function Information Technology
  • Industries IT Services and IT Consulting

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Data Management Executive

048623 Raffles Place, Singapore $3160 Monthly PERSOLKELLY SINGAPORE PTE. LTD.

Posted 8 days ago

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Job Details

Location : Caldecott

Contract Duration : 1 year

Monday - Friday, hybrid (3 days office 2 days wfh)


Data Management:

- Engage with data stewards to implement Data Quality Implementation Strategy

- Identify and report data quality issues, propose solutions

- Plan and implement strategies to improve data quality

- Streamlining of work processes:

- Consolidate and update FAQs

- Analyze mailbox query trends, propose solutions

- Administrative and Logistical Support:

- Develop and maintain training materials and user guides

- Coordinate logistics for training and change management

- Provide admin and technical support for onboarding new users


Requirements:

- Singaporean

- Proficient in data visualization and data analytics

- Strong project management skills

- Detail-oriented and meticulous

- Positive attitude towards learning

- Ability to work independently and as part of a team


If interested, Whatsapp Jody at 9657 3200 ( ) directly.

By sending us your personal data and CV, you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for account creation in GO and the purposes set out in the Privacy Policy . You acknowledge that you have read, understood, and agree with GO’s Terms of Use and the Privacy Policy. If you wish to withdraw your consent, please email us at . Please feel free to contact us if you have any queries. PERSOLKELLY Singapore Pte Ltd • RCB No. 20007268E • EA License No. 01C4394 • EA Registration No. R25128731 (Jody Chee Zi Yu)

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CRA Data Management

$7000 Monthly TECH AALTO PTE. LTD.

Posted 10 days ago

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Description: Clent Risk Assessment data Specialist.

CRA Application consists of:
CRA OPA (Oracle Policy Automation) engine, which is a rule-based system without any data repository. It consumes data from various CDD systems and assigns a rating to clients from A-E based on predefined business rules

CRA MM (Model Management ): The CRA Model Management process is to validate the ratings are correct as per the OPA engine ratings. CRA model management is Performed in SAS by building a statistical model which simulates OPA engine calculations in SAS. It’s performed to see to check any discrepancies in ratings or data quality.

CRA T3: Aggregation of Transaction data

Activities to be performed for 200+ data attributes belong to CRA

Responsibility:

1, Data Design Review– to check standards/ data ownership/ data sourcing fill gaps if any.

2. Data Lineage Discovery and Documentation in enterprise metadata management tool (both upstream and downstream). Include cleaning up the lineage for systems if no requirement to consume CRA data.

3. DQ Controls Assessment – with GPOS/System Owners

4. Review existing M7 issues and plan resolution

5. Documentation of Impact Assessment for all consumers of CRA data

6. Data Handshakes review and completion.


When you apply, you voluntarily consent to the disclosure, collection and use of your personal data for employment/recruitment and related purposes in accordance with the Tech Aalto Privacy Policy, a copy of which is published at Tech Aalto’s website (

Confidentiality is assured, and only shortlisted candidates will be notified for interviews.

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Data Management BA

038989 $10000 Monthly MINDGRAPH PTE. LTD.

Posted 13 days ago

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Job Description

  • Bachelor's degree in Computer Science, Information Systems, Data Science, or a related field.
  • Min. 7–10 years of experience in data architecture, data modelling, or data management in the banking or financial services industry.
  • Deep expertise in logical and physical data modelling, particularly for core banking, risk, compliance, and analytics use cases.
  • Strong skills in data modelling tools such as Erwin, PowerDesigner, or similar.
  • Advanced SQL skills with experience handling large, complex financial datasets.
  • Solid understanding of relational and dimensional modelling, data warehousing, and integration techniques.
  • Familiarity with data governance frameworks like DAMA-DMBOK.
  • Intermediate understanding of APAC regulatory compliance.
  • Excellent communication, collaboration, and documentation skills.
  • Ability to create clear reports and work well in a team setting.
  • Experience with the American data management platform Collibra (non-development role) is a plus.
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VP, Data Management & Analytics, Data Management Office (DMO)

Singapore, Singapore Sumitomo Mitsui Financial Group Inc.

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VP, Data Management & Analytics, Data Management Office (DMO)

Join to apply for the VP, Data Management & Analytics, Data Management Office (DMO) role at SMBC Group

Role Overview

As VP of Data Management & Analytics, you will collaborate with various business units and regional offices to support data initiatives. Your focus will be on aligning data utilization with business objectives and promoting data analytics to facilitate strategic decision-making. You will understand business requirements, identify opportunities to leverage data for insights, operational efficiencies, and growth, and work closely with business units to resolve data quality issues and improve data availability, usability, and literacy to achieve business outcomes.

Key Responsibilities
  • Engage stakeholders to identify and prioritize data-driven improvement opportunities.
  • Develop and implement data analytics solutions for business challenges.
  • Conduct design workshops to co-design solutions aligned with business goals.
  • Create dashboards to communicate insights and support decision-making.
  • Ensure data solutions comply with data management and governance policies.
  • Promote the adoption of BI and analytics tools and integrate analytics into strategic and operational processes.
  • Define data requirements for analytics projects with business units.
  • Oversee data pipelines for the central data HUB and coordinate with IT on the roadmap.
  • Advocate for Data HUB as a centralized, governed data asset for reporting and analytics.
  • Identify and resolve data quality issues with cross-functional teams.
  • Enhance data proficiency through support and training to enable effective data utilization.
Minimum Requirements
  • Bachelor’s degree with at least 8 years of experience in Data Science, Analytics, Governance, Management, or MIS/Reporting.
  • Subject matter expertise with practical experience in data analytics solutions within banking and financial sectors.
  • Strong business acumen and advanced technical skills with a history of delivering strategic data initiatives.
  • Proficiency in BI tools like QlikView, Tableau, Power BI, with experience in creating dashboards and reports.
  • Strong Python/R programming skills and experience in developing machine learning models.
  • Experience in data management, integration, governance, and cross-department collaboration.
  • Experience in data discovery, root cause analysis, and resolving data quality issues.
  • Knowledge of metadata and master data management.
  • Understanding of data governance frameworks, UI/UX principles, and analytics best practices.
  • Experience with data governance tools such as Collibra, Informatica, Alation is advantageous.
  • Excellent strategic thinking, analytical, problem-solving, communication, and project management skills.
  • Work location:
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Data Management Specialist / Data Manager

Singapore, Singapore TEKsystems

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Data Management Specialist / Data Manager

Join to apply for the Data Management Specialist / Data Manager role at TEKsystems

Data Management Specialist / Data Manager

1 day ago Be among the first 25 applicants

Join to apply for the Data Management Specialist / Data Manager role at TEKsystems

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  • Develop and implement data management policies and procedures.
  • Maintain and enhance the organization’s data systems and databases.
  • Ensure data accuracy, consistency, and security across all platforms.

  • Develop and implement data management policies and procedures.
  • Maintain and enhance the organization’s data systems and databases.
  • Ensure data accuracy, consistency, and security across all platforms.

We are seeking a highly motivated and detail-oriented Data Management Specialist / Data Manager to join our team in Singapore. The ideal candidate will be responsible for overseeing data governance, collection, storage, quality, and maintenance, ensuring our data assets support business needs and strategic decision-making.

Responsibilities

  • Develop and implement data management policies and procedures.
  • Maintain and enhance the organization’s data systems and databases.
  • Ensure data accuracy, consistency, and security across all platforms.
  • Collaborate with cross-functional teams to understand data requirements and deliver high-quality data solutions.
  • Monitor data quality metrics and coordinate data cleansing activities.
  • Manage data access controls and ensure compliance with relevant data privacy regulations (e.g., PDPA).
  • Support data migration, integration, and system upgrades as needed.
  • Generate reports and dashboards to provide insights to internal stakeholders.
  • Stay current with industry best practices and emerging trends in data management.

Requirements

  • Bachelor’s degree in Information Technology, Computer Science, Data Science, or related field.
  • 5+ years of experience in data management, database administration, or related roles.
  • Strong knowledge of data management tools, database systems (e.g., SQL, Oracle, etc.), and data visualization platforms.
  • Familiarity with data privacy and compliance regulations in Singapore.
  • Excellent analytical, problem-solving, and communication skills.
  • Ability to work independently and collaboratively in a fast-paced environment.

Preferred Qualifications

  • Certification in Data Management (e.g., CDMP, DAMA)
  • Experience with cloud data platforms (AWS, Azure, etc.)
  • Knowledge of programming languages (Python, R) for data processing

We regret to inform that only shortlisted candidates will be notified / contacted.

EA Registration No: SICHON ANDREANA NICOLE ONG R1873628

Allegis Group Singapore Pte Ltd, Company Reg No. 200909448N, EA License No. 10C4544 Seniority level
  • Seniority level Not Applicable
Employment type
  • Employment type Contract
Job function
  • Job function Information Technology

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Get notified about new Data Management Specialist jobs in Singapore, Singapore .

Data Analyst - Buyer & Marketing (2025 Fresh Graduates) Data Analyst Intern - Remote Internship in Data Analysis Manager, Data Analyst, Group Data Management Office (GDMO) Analyst/ Associate, Portfolio Data and Reporting, Private Equity 16508 Data Analyst - Marketing Analytics, Regional Brand & Growth Marketing Data Analyst (Senior Associate) - Marketing Analytics, Regional Brand & Growth Marketing Analyst, Investor Reporting & Asset Management (Data Center) Senior / Executive - Master Data Management Data Analyst Intern - Regional Marketing Analytics, Regional Brand & Growth Marketing (Fall 2025) Data Planning Senior Analyst - AVP - SINGAPORE Lead Data Analyst (International Centre for Aviation Innovation) AVP, Senior Data Analyst, Data Governance (GDMO) LLM Operations Specialist (Content Moderation) Data Centre Acquisition Specialist – Land & GPU Deployment Senior Investment Data Analyst – Global Hedge Fund – Large Base + 50-100% bonus (+relocation) Senior Data Business Product Manager - Regional BI & Planning

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Data Management Specialist / Data Manager

Singapore, Singapore Tek Systems

Posted today

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Job Description

  • Develop and implement data management policies and procedures.
  • Maintain and enhance the organization’s data systems and databases.
  • Ensure data accuracy, consistency, and security across all platforms.

We are seeking a highly motivated and detail-oriented Data Management Specialist / Data Manager to join our team in Singapore. The ideal candidate will be responsible for overseeing data governance, collection, storage, quality, and maintenance, ensuring our data assets support business needs and strategic decision-making.

Responsibilities:

  • Develop and implement data management policies and procedures.
  • Maintain and enhance the organization’s data systems and databases.
  • Ensure data accuracy, consistency, and security across all platforms.
  • Collaborate with cross-functional teams to understand data requirements and deliver high-quality data solutions.
  • Monitor data quality metrics and coordinate data cleansing activities.
  • Manage data access controls and ensure compliance with relevant data privacy regulations (e.g., PDPA).
  • Support data migration, integration, and system upgrades as needed.
  • Generate reports and dashboards to provide insights to internal stakeholders.
  • Stay current with industry best practices and emerging trends in data management.

Requirements:

  • Bachelor’s degree in Information Technology, Computer Science, Data Science, or related field.
  • 5+ years of experience in data management, database administration, or related roles.
  • Strong knowledge of data management tools, database systems (e.g., SQL, Oracle, etc.), and data visualization platforms.
  • Familiarity with data privacy and compliance regulations in Singapore.
  • Excellent analytical, problem-solving, and communication skills.
  • Ability to work independently and collaboratively in a fast-paced environment.

Preferred Qualifications:

  • Certification in Data Management (e.g., CDMP, DAMA)
  • Experience with cloud data platforms (AWS, Azure, etc.)
  • Knowledge of programming languages (Python, R) for data processing

We regret to inform that only shortlisted candidates will be notified / contacted.

EA Registration No: SICHON ANDREANA NICOLE ONG R1873628

Allegis Group Singapore Pte Ltd, Company Reg No. 200909448N, EA License No. 10C4544

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  48. perm_media Media & PR
  49. local_hospital Medical
  50. local_hospital Military & Public Safety
  51. local_hospital Mining
  52. medical_services Nursing
  53. local_gas_station Oil & Gas
  54. biotech Pharmaceutical
  55. checklist_rtl Project Management
  56. shopping_bag Purchasing
  57. home_work Real Estate
  58. person_search Recruitment Consultancy
  59. store Retail
  60. point_of_sale Sales
  61. science Scientific Research & Development
  62. wifi Telecoms
  63. psychology Therapy
  64. pets Veterinary
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