Ad Astra Consultants
Python Developer-AI/ML
Ad Astra ConsultantsSingapore20 hours ago
Full-timeInformation Technology

Job Title: Python Developer (AI/ML)

Location: Singapore

Nationality: Singaporean / Permanent Resident (PR) only

Work Mode: On-site


About the Role:

We are seeking an experienced Python Developer (AI/ML) to design, develop, and deploy AI/ML-driven solutions that enhance automation, intelligence, and performance across business applications. The ideal candidate will have strong Python skills, a solid understanding of MLOps practices, and experience working with cloud-native and Kubernetes-based environments.


Key Responsibilities:

  • Develop and implement scalable AI/ML solutions using Python and modern frameworks.
  • Design, train, test, and deploy ML models for production environments.
  • Work with Kubernetes, Docker, and cloud infrastructure (AWS/Azure/GCP) for model deployment.
  • Implement MLOps best practices for CI/CD, model monitoring, and lifecycle management.
  • Collaborate with data scientists and engineers to build efficient data and ML pipelines.
  • Optimize and serve large models (LLMs) using frameworks such as vLLM, TensorRT-LLM, or SGLang (nice to have).
  • Utilize MLflow, Seldon, Triton Inference Server, or Ray Serve for model orchestration and serving (nice to have).


Requirements:

  • Bachelor’s or Master’s degree in Computer Science, Data Science, or related field.
  • 5–8 years of hands-on experience in Python programming for AI/ML development.
  • Strong knowledge of machine learning algorithms, model training, and deployment.
  • Experience with Kubernetes, Docker, and cloud environments (AWS/Azure/GCP).
  • Familiarity with MLOps tools and model versioning workflows.
  • Good understanding of LLM model optimization and inference frameworks (preferred).
  • Excellent problem-solving and collaboration skills.

Key Skills

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