D
DBS Bankvia Indeed
AVP/SA, SRE Engineer (AI Automation), Group Infrastructure & Cloud, Group Technology
SGPosted 5mo ago
NLP / LLMMid Level#python#llm#nlp#react
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About the Role
Business FunctionGroup 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 NowWe offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.
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 NowWe offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.
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