AI Lead Developer, AI Products

CODEX SOLUTIONS PTE. LTD.; Singapore; Sur place; SGD 180 000 - 240 000; Plein temps

Avantages offerts par ce poste

Career development

Technical upskilling

Cloud tools

DevSecOps environments

Résumé du poste

CODEX SOLUTIONS PTE. LTD. is seeking an experienced AI/ML engineer to design, develop, and optimize scalable AI/ML solutions, including LLM-based applications, RAG, and multimodal AI for Home Team use cases, on Cloud GCC or on-prem.

You will handle data pre-processing, build production-grade code, deploy AI products, monitor performance, implement guardrails for safety, and collaborate with product management to translate requirements into model specs.

Qualifications

• Postgraduate / tertiary qualification in CS, CE, Data Science, Data Analytics, ML, or related fields.
• Minimum 6 years of software and AI engineering experience, with at least 3 years deploying production AI.
• Strong Python proficiency and production-grade software experience.
• Hands-on with LangChain / LangGraph, Llama 4, GPT OSS and scalable AI apps.

Responsabilités

• Design, develop, integrate and optimise scalable AI/ML solutions for Home Team use cases.
• Handle data pre-processing, engineering and annotation for model training.
• Collaborate with software engineers to deploy AI products on Cloud GCC or on-prem.
• Design model evaluation, monitoring and performance optimisation.
• Develop guardrails and risk mitigation aligned with standards and regulations.
• Translate product requirements into model specifications with PM.
• Provide technical advisory and review supporting key business decisions.
• Troubleshoot production AI issues and improve system reliability.
• Stay current with AI tech and share knowledge within the team.

Connaissances

Python

LangChain

LangGraph

LLama 4

GPT OSS

Docker

Kubernetes

REST APIs

Vector databases

Production AI

Team collaboration

Formation

Postgraduate / Tertiary in CS/CE/DS/ML

Outils

Docker

Kubernetes

REST APIs

Vector databases

Model serving frameworks

Description du poste

Job Responsibilities

• Design, develop, integrate and optimise scalable AI/ML solutions, including LLM-based applications, Retrieval-Augmented Generation (RAG), agentic AI and multimodal AI solutions to address Home Team use cases.
• Handle data pre-processing, engineering and annotation for model training and development.
• Work closely with the software engineers to write production-quality code and deploy AI products powered by AI/ML, RAG and agentic AI for use by Home Team on Cloud Platform (GCC) or on-prem infrastructure.
• Design and implement model evaluation, monitoring and optimise performance of in-house developed AI solutions through pre-training and post-training techniques.
• Optimise model inference performance and resource utilisation.
• Develop and deploy risk mitigation measures such as guardrails to ensure safe and responsible use of AI products, aligning with organisational standards and regulatory requirements.
• Work closely with Product Management team to translate product requirements into machine learning / deep learning model requirements.
• Provide technical advisory and review related technical articles to support key business decision and project decision making.
• Troubleshoot complex production AI issues and implement improvements to enhance system reliability and operational performance.
• Keep abreast of new AI technologies development and continuously improve HTxAI's AI engineering capability.
• Learn and share knowledge in a multi-disciplinary team both internally and externally.

Requirements

• Postgraduate / Tertiary qualification in any of the following fields: Computer Science, Computer Engineering, Data Science, Data Analytics, Machine Learning, or any relevant areas.
• Min. 6 years of software engineering and AI engineering experience, including at least 3 years developing and deploying production AI applications.
• Strong proficiency in Python with extensive experience developing production-quality software.
• Strong hands-on experience designing, developing, deploying and maintaining production AI/ML solutions.
• Strong experience with open-source AI frameworks such as LangChain / LangGraph, and open models such as Llama 4 and GPT OSS.
• Extensive experience in building scalable AI applications and deploy applications using Docker containers with REST APIs.
• Experience deploying AI application using Kubernetes.
• Experience with vector databases and model serving frameworks.
• Able to work collaboratively with cross-functional teams multi-disciplinary / multi-agencies teams.
• Able to communicate technical concepts and conduct demos in a clear and effective manner to stakeholders of varying technical backgrounds.
• Knowledge of emerging AI-related technologies and trends.
• Self-motivated, team player, creative with excellent communication skills, excellent interpersonal skills and ability to work independently.
• Having domain knowledge in Homeland Security sector will be an added advantage.

What We Offer

• Opportunity to work on meaningful public sector digital initiatives.
• A supportive, purpose-driven team culture.
• Structured career development and technical upskilling.
• Access to modern tools, cloud technologies, and secure DevSecOps environments.

Additional Information

Shortlisted applicants may be involved in classified or sensitive projects that require handling of restricted information. As such, selected candidates will be required to undergo a security clearance process as part of the employment consideration.