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Full Time Lead AI Engineer Jobs, in Ambition - Maukerja

Lead AI Engineer

Ambition

Singapore

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Working Location

  • Singapore

Job Description

Responsibilities

Our client, a leading and well-established financial services organization, is developing a next-generation AI-driven content platform designed to deliver intelligent trading insights and personalized financial experiences. They are seeking a Lead AI Engineer to drive the design, development, and deployment of cutting-edge AI solutions within a highly regulated environment.

This is a senior leadership role suited for a hands-on AI expert with deep experience in large language models (LLMs), open-source AI technologies, recommendation systems, and scalable machine learning platforms. The successful candidate will play a pivotal role in shaping AI strategy, architecture, and innovation while leading the delivery of production-grade AI applications.

Key Responsibilities

AI Solution Design & Development

  • Lead the development and optimization of advanced AI solutions, including large language models (LLMs), multimodal AI systems, and generative AI applications focused on trading and financial content.
  • Design and implement intelligent personalization engines that deliver relevant content, insights, and recommendations based on user behavior and preferences.
  • Develop scalable search and recommendation systems utilizing techniques such as graph analytics, embeddings, vector search, and behavioral modeling.

AI Platform Architecture & Engineering

  • Architect, build, and manage end-to-end AI/ML platforms spanning data ingestion, feature engineering, model training, fine-tuning, deployment, monitoring, and lifecycle management.
  • Establish robust model evaluation and experimentation frameworks to continuously improve accuracy, relevance, and user engagement.
  • Design real-time data pipelines that process high-volume market, transactional, and user interaction data to support low-latency AI applications.

Model Fine-Tuning & Governance

  • Own and enhance custom model fine-tuning workflows using open-source AI frameworks and tooling.
  • Ensure AI systems comply with regulatory, security, risk, and data governance requirements, including KYC, AML, privacy, and auditability standards.
  • Drive best practices around model performance, reliability, explainability, and responsible AI implementation.

Leadership & Stakeholder Management

  • Provide technical leadership, coaching, and mentorship to AI, data engineering, and machine learning teams.
  • Partner closely with Product, Engineering, Data, Compliance, and Business stakeholders to transform business challenges into scalable AI solutions.
  • Influence strategic decisions related to AI architecture, platform scalability, operational excellence, and cost optimization.

Required Experience & Qualifications

  • Bachelor's degree or higher in Computer Science, Artificial Intelligence, Engineering, Data Science, or a related discipline.
  • 10+ years of experience across AI, Machine Learning, Data Science, or Data Engineering, with extensive exposure to enterprise-scale production environments.
  • Proven experience designing, deploying, and managing AI-powered applications and LLM-based solutions in production.
  • Strong hands-on expertise with open-source AI frameworks, including:
  • PyTorch
  • Hugging Face Ecosystem
  • Transformers
  • LangChain/LlamaIndex (preferred)
  • Deep knowledge of model fine-tuning, evaluation methodologies, prompt engineering, and optimization techniques.
  • Strong experience building feature stores, large-scale data pipelines, and real-time machine learning systems.
  • Solid understanding of recommendation systems, ranking algorithms, graph-based learning, vector databases, and user personalization techniques.
  • Experience working within regulated industries such as financial services, banking, fintech, or capital markets would be highly advantageous.
  • Strong communication skills with the ability to influence stakeholders and lead cross-functional initiatives.


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