jobs in Ampstek

Kerja Sepenuh Masa, Data Architecture - Solution Architecture di Ampstek - Maukerja

Data Architecture - Solution Architecture

Undisclosed

Singapore

Kongsi
Simpan

Lokasi Kerja

  • Singapore

Penerangan Kerja

Tanggungjawab

Job Description – AI/NLP Data Architect / Solution Architect

Position Title


AI/NLP Data Architect


Experience


10+ Years Overall Experience

6+ Years Relevant Experience in Data Architecture, AI/NLP, and Enterprise Analytics



We are seeking an experienced AI/NLP Data Architect to design and deliver enterprise-scale data architecture solutions supporting advanced analytics, Artificial Intelligence (AI), and Natural Language Processing (NLP) initiatives. The ideal candidate will have strong expertise in Data Lakes, Data Warehouses, AI/NLP use case design, data governance, and enterprise data platforms, with the ability to translate business and regulatory requirements into scalable technical solutions.


The role requires close collaboration with business stakeholders, data scientists, compliance teams, and engineering teams to build robust data architectures that enable AI-driven insights, risk management, regulatory compliance, and advanced analytics capabilities.


Key Responsibilities

Solution Architecture & Design


  • Analyze business, regulatory, and compliance requirements and translate them into scalable solution architectures.
  • Design enterprise data architectures supporting AI, NLP, analytics, reporting, and governance requirements.
  • Define logical and physical data models for Data Lake and Data Warehouse platforms.
  • Create architecture blueprints, technical designs, and implementation roadmaps.


Data Architecture & Governance

  • Design enterprise Data Lake and Data Warehouse solutions.
  • Define data ingestion, transformation, curation, and governance strategies.
  • Establish data quality, metadata, lineage, and governance frameworks.
  • Design scalable architectures for processing structured and unstructured data.


Mandatory Skills

Data Architecture

  • Enterprise Data Architecture
  • Data Lake Architecture
  • Data Warehouse Architecture
  • Data Modeling
  • Data Governance
  • Data Lineage
  • Data Quality Management
  • Metadata Management

AI & NLP

  • Natural Language Processing (NLP)
  • Text Classification
  • Entity Extraction
  • Named Entity Recognition (NER)
  • Document Summarization
  • AI-driven Analytics
  • Machine Learning Concepts

Solution Design

  • Requirements Analysis
  • Solution Architecture
  • Technical Design
  • Data Architecture Frameworks
  • Enterprise Architecture

Peringatan Penting

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