jobs in Unison Group

全职 Senior AI Engineer - Banking 工作, 薪水, Unison Group 公司招聘中 - Ricebowl

Senior AI Engineer - Banking

Unison Group

Singapore

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工作地点

  • Singapore

职位描述

岗位职责

About The Role

We are seeking an experienced Senior AI Engineer to join our team and drive the development of scalable, production-grade AI solutions. The ideal candidate will combine deep expertise in artificial intelligence and machine learning with strong software engineering fundamentals, particularly in microservices architecture and multi-language development.

Responsibilities

AI/ML Development

  • Design, develop, and deploy machine learning models and AI solutions that solve complex business problems
  • Build and implement agentic AI systems with autonomous decision-making, reasoning, and task execution capabilities
  • Develop multi-agent systems that use tools, planning, and memory
  • Build and optimise large-scale ML pipelines for training, evaluation, and inference
  • Implement state-of-the-art algorithms in areas such as natural language processing, computer vision, recommendation systems, or predictive analytics
  • Conduct experiments, perform model evaluation, and iterate on ML solutions to improve performance
  • Stay current with the latest AI/ML research and identify opportunities to apply emerging techniques

Software Engineering & Architecture

  • Design and implement robust microservices architectures for AI/ML applications
  • Build scalable, maintainable, and well-documented code across multiple programming languages
  • Develop RESTful APIs and event-driven systems to integrate AI capabilities into broader platforms
  • Ensure high availability, fault tolerance, and performance optimisation of AI services
  • Implement CI/CD pipelines for automated testing and deployment of ML models

Technical Leadership

  • Mentor junior engineers and data scientists on best practices in AI engineering and software development
  • Lead technical design discussions and contribute to architectural decisions
  • Collaborate with cross-functional teams, including product managers, data scientists, and platform engineers
  • Conduct code reviews and promote engineering excellence across the team
  • Drive technical innovation and champion the adoption of new tools and methodologies

Required Qualifications

Technical Skills

  • AI/ML Expertise - 5+ years of experience developing and deploying machine learning models in production environments
  • Agentic AI - Experience building autonomous AI agents with capabilities including tool use, reasoning, planning, and multi-step task execution
  • Programming Languages - Advanced proficiency in at least Python and Java
  • Experience with Deep learning frameworks (TensorFlow, PyTorch), data processing (pandas, NumPy), ML libraries (scikit-learn), etc
  • Experience with Spring Boot, microservices frameworks, and concurrent programming
  • Microservices Architecture - 5+ years of hands-on experience designing and implementing microservices-based systems
  • ML Operations - Experience with MLOps practices, model versioning, monitoring, and deployment strategies
  • Cloud Platforms - Proficiency with AWS, GCP, or Azure ML services and infrastructure

Additional Technical Requirements

  • Strong understanding of distributed systems, message queues (Kafka, etc.), and event-driven architectures
  • Experience with containerization (Docker) and orchestration (Kubernetes)
  • Knowledge of database systems (SQL and NoSQL) and data engineering concepts
  • Familiarity with API design principles and RESTful services
  • Experience with version control (Git) and collaborative development workflows

Experience

  • Bachelor's or master's degree in computer science, Engineering, Mathematics, or a related field (or equivalent experience)
  • Proven track record of delivering complex AI projects from conception to production
  • Strong problem-solving abilities and analytical thinking
  • Excellent communication skills with the ability to explain complex technical concepts to diverse audiences
  • Experience working in agile development environments

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