Senior Data Architect for AI-Driven Platforms

Vinova Pte. Ltd.; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Vinova Pte. Ltd. is seeking a Solution Architect to design scalable data architectures and lead AI/ML data workloads. You will specify medallion data layers, semantic models, governance, and data contracts while ensuring robust governance and security across enterprise data platforms.

In collaboration with cross-functional teams, you will guide data ingestion pipelines for IoT, logs, and video data, drive schema design, and mentor engineers to build scalable data products for global clients.

Qualifications

• Degree in Computer Science, Engineering, or related field.
• Minimum 8 years of experience in data architecture.
• Proven ability to design and build medallion data architectures and semantic layers from inception.
• Hands-on experience delivering data platforms on AWS using Databricks or Snowflake.
• Expertise in defining data contracts, governance frameworks, and schema design for large-scale platforms.
• Experience leading architecture for national or large-scale complex data platforms.
• Demonstrated delivery of comparable data platform projects internationally at city-level or above.
• Familiarity with ingesting diverse data types including IoT/telemetry, system logs, and image/video data.

Responsibilities

• Design end-to-end data architecture for the platform, including medallion layers, semantic layer, and analytics layer.
• Define data models, contracts, and governance frameworks for data quality and compliance.
• Own schema design and data warehouse architecture decisions to optimize storage and performance.
• Architect ingestion pipelines for IoT/telemetry, CCTV, and building system logs.
• Collaborate with partners to specify interface frameworks for inbound and outbound data sources.
• Define governed access patterns for dashboards, APIs, and AI tools with security teams.
• Analyze data to generate hypotheses for data science and ML use cases, guiding collection and strategies.
• Ensure architecture supports MLOps pipelines and iterative use case development.
• Document architectural decisions with rationale and trade-offs.
• Mentor and collaborate with internal teams to build architecture capabilities.

Skills

Data architecture

Medallion architecture

Semantic layer design

Data governance

Data contracts

Schema design

AWS data platforms

Databricks

Snowflake

Data quality controls

Lead architect experience

Education

Degree in Computer Science or Engineering

Tools

AWS

Databricks

Snowflake

Job description

Vinova Pte. Ltd. is seeking a Solution Architect to design scalable data architectures and lead AI/ML data workloads. You will specify medallion data layers, semantic models, governance, and data contracts while ensuring robust governance and security across enterprise data platforms.

In collaboration with cross-functional teams, you will guide data ingestion pipelines for IoT, logs, and video data, drive schema design, and mentor engineers to build scalable data products for global clients.