Salary Range
SGD 108,000 - SGD 132,000 /year
SGD 9,000 - SGD 11,000/month
Skills Required
Job Description
We are looking for highly skilled and experienced professionals for the role of Senior Data Engineer (AI & ML) with strong expertise in enterprise data platforms, artificial intelligence, machine learning, and large-scale analytics solutions. The ideal candidate should possess deep technical knowledge in modern data engineering and AI/ML ecosystems, along with experience delivering scalable and secure solutions for government or public sector programs.
The role requires hands-on engineering expertise, architecture understanding, and the ability to work across complex data transformation and AI-driven initiatives.
Key Responsibilities
Data Engineering Responsibilities
- Design, develop, and maintain scalable data pipelines and enterprise data platforms.
- Build robust ETL/ELT frameworks for structured and unstructured data processing.
- Develop and optimize data ingestion, transformation, and integration workflows.
- Implement data lakes, data warehouses, and real-time streaming architectures.
- Ensure data quality, governance, security, lineage, and compliance standards.
- Work with large-scale datasets from multiple enterprise and government systems.
- Optimize data storage, processing performance, and scalability.
AI/ML Responsibilities
- Design, develop, train, and deploy machine learning and AI models for enterprise use cases.
- Build predictive analytics, NLP, computer vision, recommendation systems, or intelligent automation solutions.
- Implement MLOps practices for model deployment, monitoring, retraining, and governance.
- Collaborate with business and domain teams to translate requirements into AI-driven solutions.
- Evaluate emerging AI technologies and recommend modernization strategies.
- Develop responsible AI frameworks aligned with governance and compliance requirements.
General Responsibilities
- Collaborate with architects, business teams, analysts, and engineering teams.
- Provide technical leadership and mentoring to junior engineers and data scientists.
- Participate in architecture discussions, code reviews, and technical governance.
- Support cloud migration, modernization, and digital transformation initiatives.
- Prepare technical documentation, solution designs, and implementation plans.
- Ensure adherence to security, privacy, and regulatory compliance standards.
Job Requirements:
· Bachelor’s or Master’s degree in Computer Science, Data Science, Artificial Intelligence, Engineering, or related field.
- 8+ years of hands-on experience in Data Engineering and AI/ML practices.
- Data Engineering- Strong expertise in:
Python
SQL
Spark / PySpark
Hadoop ecosystem
ETL/ELT pipelines
Data Warehousing concepts
- Experience with:
Apache Kafka
Airflow
Databricks
Snowflake
Big Data technologies
- Strong knowledge of batch and real-time data processing.
· AI/ML Engineering: Hands-on experience in:
Machine Learning algorithms
Deep Learning frameworks
NLP and Generative AI concepts
Model training and deployment
- Experience with:
TensorFlow / PyTorch / Scikit-learn
ML pipelines and MLOps frameworks
Model monitoring and optimization
- Understanding of AI governance, explainability, and responsible AI practices.
Cloud & DevOps
- Experience with cloud platforms such as:
AWS
Azure
GCP
- Knowledge of:
Docker
Kubernetes
CI/CD pipelines
Infrastructure automation
Government/Public Sector Experience (Preferred)
- Experience working on Government/Public Sector digital transformation projects.
- Understanding of governance, compliance, security, and large-scale citizen data systems.
- Exposure to smart governance, public administration, e-governance, or national-scale platforms is an advantage.
Preferred Skills
- Experience with GenAI, LLMs, Retrieval-Augmented Generation (RAG), or AI copilots.
- Familiarity with graph databases and knowledge graphs.
- Exposure to data governance and metadata management tools.
- Experience with BI and analytics platforms such as Power BI or Tableau.
- Certifications in Cloud, Data Engineering, or AI/ML are preferred.
About PURVIEW ASIA PACIFIC PTE. LTD.
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