Data Architect APAC
CMA CGM is hiring a Data Architect APAC in Singapore, Singapore. Level rates it ; you can apply on CMA CGM.
Level's read on this job
- Works on AI ●●●○ is how Level rates this role: the daily work is on AI products, without building the model.
- Tools and skills the posting cites include MLOps, Llmops and Cloud Services.
- Level classifies it as a senior role.
- Level lists 1,000+ other open roles at CMA CGM.
- The role was posted in the last few days.
AI in this role
Shape and govern regional data architecture, platforms, and analytics environments including AI/ML infrastructure across APAC for CMA CGM.
Led by Rodolphe Saadé, the CMA CGM Group, a global leader in shipping and logistics, serves more than 420 ports around the world on five continents. With its subsidiary CEVA Logistics, a world leader in logistics, and its air freight division CMA CGM AIR CARGO, the CMA CGM Group is continually innovating to offer its customers a complete and increasingly efficient range of new shipping, land, air and logistics solutions.
Committed to the energy transition in shipping, and a pioneer in the use of alternative fuels, the CMA CGM Group has set a target to become Net Zero Carbon by 2050.
Through the CMA CGM Foundation, the Group acts in humanitarian crises that require an emergency response by mobilizing the Group’s shipping and logistics expertise to bring humanitarian supplies around the world.
Present in 160 countries through its network of more than 400 offices and 750 warehouses, the Group employs more than 155,000 people worldwide, including 4,000 in Marseilles where its head office is located.
Role Overview
You will shape and govern data architecture across APAC, ensuring alignment with global architecture principles and standards. You will translate business strategy and regional requirements into scalable data platforms, domain models, integration patterns, governance controls, analytics and reporting capabilities, and implementation roadmaps.
You will also provide solution and application architecture leadership, designing end-to-end solutions spanning applications, BI and analytics, APIs, event-driven integrations, data domain products, and cloud services.
Key Responsibilities
- Define and evolve the APAC data architecture strategy, standards, reference architectures, and roadmaps in alignment with Group direction and regional business priorities.
- Partner with Head Office and APAC stakeholders to translate enterprise architecture principles and business requirements into scalable regional solutions.
- Embed data governance, ownership, metadata, lineage, quality, master and reference data, security, privacy, residency, and lifecycle requirements into solution designs.
- Design scalable data platforms—including warehouses, lakehouses, data products, and analytics environments—and end-to-end architectures spanning applications, APIs, events, integrations, and cloud services.
- Shape architectures for data science, advanced analytics, machine learning, and generative AI, incorporating MLOps/LLMOps and responsible AI controls.
- Lead architecture reviews and design assurance for internal and vendor-led solutions, documenting key decisions, managing architectural risks, and verifying implementation against approved designs.
- Guide delivery teams throughout implementation, resolve design and technical issues, and support data migration, integration, and cloud adoption initiatives in accordance with Head Office guidelines.
- Coach regional teams, promote reusable patterns and consistent documentation, and evaluate emerging technologies to support innovative, compliant solutions.
What We’re Looking For
- Bachelor’s degree in Computer Science, Information Systems, Engineering, Data Science, or a related discipline, or equivalent professional experience.
- At least 12 years of relevant technology experience, including 5 years in data, solution, or enterprise architecture, with demonstrated architecture leadership in a regional or global organisation.
- Strong experience designing modern data platforms and integration ecosystems, and governing both vendor-led and internally delivered solutions.
- Strong understanding of data governance, metadata, lineage, data quality, security, privacy, and regulatory requirements.
- Working knowledge of AI/ML and data science lifecycles, production deployment patterns, and responsible AI controls.
- Proficiency in Python and SQL sufficient to evaluate technical designs.
- Professional fluency in English, with excellent stakeholder management, facilitation, and communication skills, including the ability to influence senior business and technical stakeholders.
- Strong analytical and problem-solving skills, with a proactive, detail-oriented, business-focused approach and the ability to collaborate across cultures, organisational boundaries, and time zones.
Why Join CMA CGM?
- Be part of a global leader in shipping and logistics with ambitious growth plans.
- Work in a collaborative, inclusive, and supportive environment.
- Competitive salary and comprehensive benefits package.
- Opportunities for professional growth and regional exposure.
**Kindly note that only short-listed applicants will be contacted.
** By applying for this role, you hereby consent to the CMA CGM Group collecting, processing and using any personal information you submit, for the following purposes:
(i) To process the application for the role being applied for;
(ii) To process the application for other open positions within the CMA CGM Group which may be suitable to you;
(iii) To conduct necessary reference checks; and
(iv) Any other purpose related to one or more of the above.
You further consent to the CMA CGM Group retaining such personal information for a period of two years following your submission thereof, so that we may consider you for other open positions within the CMA CGM Group which may be suitable to you in the event that you are not selected for this role.
NOTICE TO THIRD PARTY AGENCIES: Please note that CMA CGM Group does not accept unsolicited resumes from recruiters or employment agencies. In the absence of a signed Recruitment Fee Agreement, CMA CGM Group will not consider or agree to payment of any referral compensation or recruiter fee. In the event a recruiter or agency submits a resume or candidate without a previously signed agreement, CMA CGM Group explicitly reserves the right to pursue and hire those candidate(s) without any financial obligation to the recruiter or agency. Any unsolicited resumes, including those submitted to hiring managers, are deemed to be the property of CMA CGM Group.
Come along on CMA CGM’s adventure !
How we rate this
Data Architect APAC at CMA CGM rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How do you monitor a model once it's live, and how do you know it needs retraining?
- How do you think about the risk of an AI system in this kind of role failing silently?
- Tell me about a project where data architecture was part of your work. What did you do?
- Tell me about a project where data governance was part of your work. What did you do?
- Tell me about a project where cloud computing was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: ML Ops, AI Safety, Data Architecture, Data Governance, and Cloud Computing. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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