DBS Bank Ltd
AVP, SRE Engineer (AI Automation), Group Infrastructure & Cloud, Group Technology
Be an Early Applicant
Design, build, and maintain network automation, monitoring and AI-driven automation solutions (LLMs, RAG, vector DBs). Develop software for predictive analytics and NLP, deploy CI/CD pipelines, integrate APIs, automate network provisioning, troubleshoot systems, create monitoring dashboards, and support audits and regulatory requirements.
Business Function
Group Technology enables and empowers the bank with an efficient, nimble and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group Technology, we manage the majority of the Bank's operational processes and inspire to delight our business partners through our multiple banking delivery channels.
Responsibilities
- Manage and maintain network automation and monitoring systems.
- Manage projects relating to automation initiatives.
- Develop programs with AI capability
- Build and maintain software programs that utilize AI for automation, predictive analytics and NLP.
- Architect and design end-to-end RAG workflows, including data ingestion, retrieval mechanisms and embedding generation.
- Work closely with stakeholders to define and align automation initiatives with business goals.
- Collaborate with network engineers and other IT teams to design and deploy network automation solutions.
- Perform periodic assessments on automation solutions/workflows to identify and implement areas for improvement and enhancement.
- Troubleshoot and implement fixes on automation issues in a timely manner to reduce interruption on service delivery.
- Write new program code using prescribed specifications.
- Analyse performance of programs and take action to correct deficiencies based on consultation with users and approval of supervisor.
- Write and maintain documentation of solutions, problems, and resolutions for future reference.
- Stay current with the latest technologies and industry trends; make recommendations for improvement.
- Identify opportunities to automate manual and repetitive tasks to improve efficiency.
- Provide risk management inputs in supporting audits and regulatory inspections/examinations.
- Create monitoring dashboard to enhance monitoring capabilities.
Requirements
- Experience with languages such as Python, Javascript, Unix programming etc… to automate tasks.
- Familiar with AI frameworks with experience with LLM orchestration, vector databases and prompt engineering
- Familiar with enhancing LLM with RAG systems
- Experience with web applications technologies (HTML, CSS, React etc.)
- Experience with IT automation tools such as Ansible.
- Experience with DevOps practices, including building and maintaining CI/CD pipelines.
- Experience with SQL and NoSQL databases.
- Experience with automating configuration and provisioning on network infrastructure such as load balancers etc…
- Advanced understanding of API (e.g REST API) integration, security protocols and automation methodologies.
- Able to develop in both Unix and Windows environment.
- Experience in coding and customization for network management and monitoring products and/or platform like Nagios, ELK Stack, Netbrain etc...
Apply Now
We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.
Location:
DBS Asia HubJob:
TechnologySchedule:
RegularEmployee Status:
Full timeDBS Bank Ltd Singapore Office
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