- Toa Payoh Central Region (Singapore) Singapore
Kerja Sepenuh Masa Data Engineer (Healthcare Sector), Gaji tinggi SGD 8,500 di NTT SINGAPORE PTE. LTD. Central Region (Singapore) - Maukerja
Data Engineer (Healthcare Sector)
NTT SINGAPORE PTE. LTD.
Kongsi
Simpan
Lokasi Kerja
Penerangan Kerja
Tanggungjawab
Position Summary
The role involves working on critical projects including the Healthcare Data Analytics Platform modernization and advanced analytics infrastructure supporting machine learning operations. The position holder will be expected to mentor junior team members.
Key projects include migrating existing ETL processes from traditional data warehouse systems to Databricks Delta Lake architecture, implementing real-time streaming analytics for clinical monitoring systems. The role requires close collaboration with infrastructure teams, compliance officers.
Role and Responsibilities
Monitor and maintain production data pipelines to ensure 99.9% uptime and optimal performance
Implement comprehensive logging, alerting, and monitoring systems using Application monitoring tools
Perform regular health checks performance, job execution times, and resource utilization to identify and resolve bottlenecks proactively
Manage incident response procedures for pipeline failures, including root cause analysis, resolution, and post-incident reviews
Establish and maintain disaster recovery procedures and backup strategies for critical data assets within the Databricks environment
Conduct regular performance tuning of Spark jobs and Databricks cluster configurations to optimize cost and execution efficiency
Maintain comprehensive documentation for operational procedures, runbooks, and troubleshooting guides
Coordinate scheduled maintenance windows and system upgrades with minimal business impact
Manage user access controls, workspace configurations, and security policies within Application environments
Requirements
Education & Experience
Degree in Computer Science or Computer Engineering
Minimum 5 years working experience in system operations compliance and management areas
Project hands-on experience specifically with AWS platform (primary requirement)
Project experience in cloud operations or cloud architecture
Must be cloud certified (AWS)
Core Technical Skills
Proficiency in Databricks platform, including workspace management, cluster configuration, and job orchestration
Strong expertise in Apache Spark within Databricks environment, including Spark SQL, Data Frames, and RDDs
Good in-depth understanding of data warehouse concepts, data profiling, data verification and advanced analytics techniques
Strong knowledge of monitoring, incident management, and cloud cost control
Technology Stack Experience
Databricks
AWS cloud services and architecture
IDMC (Informatica Data Management Cloud)
Tableau for data visualization
Oracle Database management
ML Ops practices within Databricks environment
STATA for statistical analysis is advantage
Amazon SageMaker integration with Databricks
Data Robot platform integration
Soft Skills & Stakeholder Management
Good interpersonal skills with the ability to work with different groups of stakeholders
Strong problem-solving skills and ability to work independently in a fast-paced environment with minimal supervision
Excellent communication skills for technical documentation and cross-team collaboration
NTT Singapore Pte Ltd (NTTS)
is the regional headquarters of NTT Communications Corporation (NTT Com) for Asia Pacific Region.
Established in 1997, NTT Singapore has more than 10 years of expertise in providing information and communications technology (ICT) solutions worldwide.
NTT Singapore offers diverse high-quality connectivity, data centre solutions, security services, IT management services, voice and conferencing solutions and solution integration services to its enterprise customers.
NTT Communications is a wholly owned subsidiary of Nippon Telegraph and Telephone Corporation (NTT Corp.), one of the world’s largest providers of telecommunications services.
In 2013, NTT Corp. is ranked no.1 in telecom industry in the Fortune Global 500* list with operating revenues of more than $133,077 million. It is positioned 32nd among the top 500 corporations worldwide.
NTT Com's extensive global infrastructure includes Arcstar secure private networks, which cover 196 countries/regions and a tier-1 IP backbone network connected with major ISPs worldwide, as well as secure data centers at over 150 locations worldwide.
The role involves working on critical projects including the Healthcare Data Analytics Platform modernization and advanced analytics infrastructure supporting machine learning operations. The position holder will be expected to mentor junior team members.
Key projects include migrating existing ETL processes from traditional data warehouse systems to Databricks Delta Lake architecture, implementing real-time streaming analytics for clinical monitoring systems. The role requires close collaboration with infrastructure teams, compliance officers.
Role and Responsibilities
Monitor and maintain production data pipelines to ensure 99.9% uptime and optimal performance
Implement comprehensive logging, alerting, and monitoring systems using Application monitoring tools
Perform regular health checks performance, job execution times, and resource utilization to identify and resolve bottlenecks proactively
Manage incident response procedures for pipeline failures, including root cause analysis, resolution, and post-incident reviews
Establish and maintain disaster recovery procedures and backup strategies for critical data assets within the Databricks environment
Conduct regular performance tuning of Spark jobs and Databricks cluster configurations to optimize cost and execution efficiency
Maintain comprehensive documentation for operational procedures, runbooks, and troubleshooting guides
Coordinate scheduled maintenance windows and system upgrades with minimal business impact
Manage user access controls, workspace configurations, and security policies within Application environments
Requirements
Education & Experience
Degree in Computer Science or Computer Engineering
Minimum 5 years working experience in system operations compliance and management areas
Project hands-on experience specifically with AWS platform (primary requirement)
Project experience in cloud operations or cloud architecture
Must be cloud certified (AWS)
Core Technical Skills
Proficiency in Databricks platform, including workspace management, cluster configuration, and job orchestration
Strong expertise in Apache Spark within Databricks environment, including Spark SQL, Data Frames, and RDDs
Good in-depth understanding of data warehouse concepts, data profiling, data verification and advanced analytics techniques
Strong knowledge of monitoring, incident management, and cloud cost control
Technology Stack Experience
Databricks
AWS cloud services and architecture
IDMC (Informatica Data Management Cloud)
Tableau for data visualization
Oracle Database management
ML Ops practices within Databricks environment
STATA for statistical analysis is advantage
Amazon SageMaker integration with Databricks
Data Robot platform integration
Soft Skills & Stakeholder Management
Good interpersonal skills with the ability to work with different groups of stakeholders
Strong problem-solving skills and ability to work independently in a fast-paced environment with minimal supervision
Excellent communication skills for technical documentation and cross-team collaboration
NTT Singapore Pte Ltd (NTTS)
is the regional headquarters of NTT Communications Corporation (NTT Com) for Asia Pacific Region.
Established in 1997, NTT Singapore has more than 10 years of expertise in providing information and communications technology (ICT) solutions worldwide.
NTT Singapore offers diverse high-quality connectivity, data centre solutions, security services, IT management services, voice and conferencing solutions and solution integration services to its enterprise customers.
NTT Communications is a wholly owned subsidiary of Nippon Telegraph and Telephone Corporation (NTT Corp.), one of the world’s largest providers of telecommunications services.
In 2013, NTT Corp. is ranked no.1 in telecom industry in the Fortune Global 500* list with operating revenues of more than $133,077 million. It is positioned 32nd among the top 500 corporations worldwide.
NTT Com's extensive global infrastructure includes Arcstar secure private networks, which cover 196 countries/regions and a tier-1 IP backbone network connected with major ISPs worldwide, as well as secure data centers at over 150 locations worldwide.
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