
AI Application Developer
4 days ago
We are seeking an AI Software Engineer to join our team in Singapore.
- Exciting opportunity to work with a team of professionals to deliver high-quality applications.
- Great exposure in handling AI technologies - ML, LLMs, LangChain etc
You will help drive the adoption of state-of-the-art (SOTA) Machine Learning (ML) and AI models—especially Large Language Models (LLMs) and frameworks like LangChain.
- Develop and maintain data pipelines on cloud platforms to ingest, transform, and integrate data from multiple sources for cybersecurity applications.
- Develop and maintain interactive dashboards (e.g. using visualisation tools such as Tableau or equivalent) for monitoring and reporting on security analytics.
- Integrate LLM API via LangChain and leverage Cloud AI services to enhance AI-driven agent capabilities within security workflows.
- Design, deploy, and manage vector databases (e.g., Pinecone, PGVector, FAISS) to support search and retrieval tasks in AI solutions.
- Build agentic workflows using LangChain and open-source tools (such as Flowise) to automate complex cyber operations.
- Implement human-in-the-loop approval processes to ensure critical decisions are reviewed and authorized appropriately.
- Orchestrate agent-to-agent workflows, enabling autonomous collaboration between AI agents within the security ecosystem.
- Apply prompt engineering best practices to optimize LLM (large language model) performance for cybersecurity applications.
- Implement and maintain CI/CD pipelines using Git for continuous integration, deployment, and testing of AI solutions.
- Drive end-to-end solutions—from experimentation to production—for SOC automation, detection, and human-in-the-loop processes.
- Collaborate closely with cross-functional teams to deliver secure, scalable, and impactful AI solutions
To succeed in this role, you should have:
- Min 3 years of experience in Python, LangChain, NLP.
- Experience in building and deploying AI/LLM-powered applications and agentic workflows.
- Experience in Vector database technologies (e.g., Pinecone, PGVector, FAISS) and CI/CD tools (preferably Git and related workflows).
- Hands-on experience in cloud platforms (AWS, Azure or GCP) is required, with knowledge on containerization (Docker, Kubernetes).
- Experience using Cloud AI services preferably AWS Sagemaker/Bedrock or Google Vertex AI.
- Familiarity using datawarehousing technologies (such as Amazon Redshift or Google BigQuery) to manage large data sets will be an advantage.
This role offers exciting opportunities for professional growth and development. We provide a collaborative work environment where you can contribute your skills and expertise to deliver innovative AI solutions.
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