Boston Consulting Group

Forward Deployed AI Engineer

Boston Consulting Group
BusinessSingapore, SingaporeFull-time3 months ago

About the role

AI summarised

This is a Forward Deployed AI Engineer role at a technology company, focusing on deploying and customizing AI solutions for clients. The engineer will work on-site with clients to understand their needs, design and implement AI models, and ensure successful integration into production systems.

BusinessFull-timeTechnology and Engineering

Key Responsibilities

  • Work directly with clients to understand their business problems and identify opportunities where AI can drive value.
  • Design, develop, and deploy machine learning models and AI solutions tailored to client needs.
  • Integrate AI solutions into client production systems and ensure scalability and reliability.
  • Collaborate with cross-functional teams including product, engineering, and research to improve AI capabilities.
  • Conduct data analysis and feature engineering to prepare data for modeling.
  • Monitor and maintain deployed models, iterating on performance and accuracy.
  • Communicate technical concepts and results to non-technical stakeholders effectively.
  • Contribute to internal tools and frameworks to accelerate deployment of AI solutions.

Requirements

  • Bachelor's degree in Computer Science, Engineering, Mathematics, Physics, or a related quantitative field.
  • Strong programming skills in Python and experience with machine learning frameworks (e.g., PyTorch, TensorFlow).
  • Hands-on experience with deploying machine learning models in production environments.
  • Experience with cloud platforms such as AWS, GCP, or Azure.
  • Familiarity with containerization and orchestration tools like Docker and Kubernetes.
  • Solid understanding of machine learning concepts including deep learning, NLP, and computer vision.
  • Experience with large language models (LLMs) and retrieval-augmented generation (RAG) is a plus.
  • Excellent problem-solving skills and ability to work in a fast-paced, client-facing environment.
  • Strong communication and interpersonal skills to interact with clients and team members.
  • Willingness to travel frequently to client sites.