AI Engineer at ICON CONSULTING-GROUP PTE. LTD. – Singapore | Jobyssey

Job Title: AI Engineer

Job Description

We’re looking for an AI Engineer to design, build and deploy AI solutions that solve real business problems. You’ll work closely with product, data and engineering teams to take models from prototype to production, with a strong focus on large language models (LLMs) and applied machine learning.

Key Responsibilities

Design, develop and deploy AI/ML models and LLM-based applications into production
Build and maintain retrieval-augmented generation (RAG) pipelines, agents and prompt workflows
Fine-tune and evaluate models for accuracy, latency, cost and safety
Develop APIs and integrate AI capabilities into existing products and enterprise systems
Set up MLOps practices, including CI/CD, model monitoring, versioning and retraining
Prepare, clean and manage datasets for training and evaluation
Work with stakeholders to translate business requirements into technical solutions
Keep up with developments in AI and recommend new tools and approaches where they add value
Ensure solutions meet data privacy, security and responsible AI standards

Requirements

Degree in Computer Science, Engineering, Data Science or a related field
At least 3 years of experience in software engineering, machine learning or AI development
Strong programming skills in Python; experience with PyTorch, TensorFlow or similar frameworks
Hands-on experience with LLMs (e.g. OpenAI, Anthropic, open-source models) and frameworks such as LangChain or LlamaIndex
Experience with vector databases (e.g. Pinecone, Weaviate, pgvector) and embedding models
Experience deploying models on cloud platforms (AWS, Azure or GCP) using Docker and Kubernetes
Solid understanding of machine learning fundamentals, NLP and model evaluation
Familiarity with MLOps tools (e.g. MLflow, Kubeflow, SageMaker) is an advantage
Good communication skills and ability to explain technical concepts to non-technical stakeholders

Good to Have

Experience integrating AI with enterprise applications (SAP, Oracle, Salesforce, Workday)
Exposure to multi-agent systems or AI agent orchestration
Knowledge of AI governance frameworks, including Singapore’s Model AI Governance Framework

Explore more jobs