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Manpower Singapore

Artificial Intelligence / Machine Learning (AI/ML) Engineer

Manpower Singapore
Singapore · Contract · Mid-Senior


Main Responsibilities:

  • Design, develop, and deploy (Artificial Intelligence) AI and Generative AI models, including data preparation, feature engineering, training, evaluation, versioning, and monitoring.
  • Establish and implement robust Machine Learning Operations (MLOps) architecture to automate model lifecycle processes, ensuring quality, reliability, and scalability.
  • Develop REST APIs, Python-based applications, and maintain embeddings while industrializing internal Proof of Concepts (POCs).
  • Work closely with business teams to translate their needs into actionable scientific questions and present analyses and recommendations clearly.
  • Partner with the Cloud Centre of Excellence and infrastructure teams to ensure seamless project execution.
  • Provide comprehensive documentation and handover processes to ensure smooth operational transitions.


Qualifications and Profile:

  • Degree in Computer Science or any related discipline.
  • At least 2-7 years in developing AI/ML technology solutions, with expertise in machine learning, deep learning, generative AI, and MLOps.
  • Proficiency in AI frameworks such as TensorFlow, PyTorch, and Scikit.
  • Knowledge of Generative AI and LLM technologies using Retrieval-Augmented Generation (RAG) patterns on public cloud platforms.
  • Excellent programming skills in Python, .NET, or Java.
  • Expertise in DevOps/MLOps/LLMOps tools like GitLab CI/CD, Kubernetes, AWS Cloud, AWS Bedrock, and AWS Sagemaker.
  • Skilled in cleaning, preprocessing, and transforming datasets for model training.
  • Awareness of ethical principles in Generative AI and embeddings.
  • Effective communication and collaborative team skills.
  • Curiosity and eagerness to learn and innovate.


Travel: Occasional
Interested candidates may send in their resume and cover letter directly to [email protected] (R1434374), stating the position as the subject title in the email.

Jireli Gem Mejia Cabria EA License No.: 02C3423 Personnel Registration No.: R1434374


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Key Skills

Ranked by relevance

ai cloud aws machine learning python artificial intelligence deep learning kubernetes tensorflow pytorch gitlab mlops cicd
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Posted
Jan 15, 2025
Type
Contract
Level
Mid-Senior
Location
Singapore

Industries

Banking

Categories

Information Technology

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