Advanced AI Systems Engineer

2 weeks ago

Singapore beBeeDeveloper Full time $96,000 - $144,000
Senior AI Model Developer

We are seeking a seasoned Senior AI Model Developer to join our team of experts. This position involves leveraging cutting-edge machine learning and artificial intelligence techniques to create innovative solutions.

Key Responsibilities:

  • Develop, implement, and deploy advanced AI/ML models for smart city applications.
  • Collaborate with cross-functional teams to design, prototype, and integrate AI-powered solutions into production systems.
  • Stay current with the latest advancements in AI/ML, particularly in Generative AI, deep learning, and their applications within the Smart City domain.
  • Document code, experiments, and processes clearly and comprehensively.

Required Skills:

  • 2+ years of experience developing and deploying AI/ML models in a production environment.
  • Strong programming skills in Python and extensive experience with core data science libraries (e.g., Pandas, NumPy, SciPy).
  • Proven experience with one or more major deep learning frameworks (TensorFlow, PyTorch).
  • Solid understanding of fundamental and advanced ML concepts (e.g., supervised/unsupervised learning, reinforcement learning, deep learning architectures like CNNs, RNNs, Transformers).
  • Experience handling and analyzing large, complex datasets.
  • Strong analytical and problem-solving skills with the ability to tackle complex, ill-defined problems.
  • Excellent communication and collaboration skills.

Preferred Qualifications:

  • Demonstrable experience or strong interest in applying Generative AI models (LLMs, GANs, etc.) to real-world problems.
  • Experience working with Smart City-related data, including IoT, video feeds, traffic flow data, and time-series sensor data.
  • Experience with MLOps practices and tools (e.g., Docker, Kubernetes, MLflow, Kubeflow).
  • Proficiency with cloud computing platforms (AWS, Azure, or GCP) and their AI/ML services.
  • Familiarity with Big Data technologies (e.g., Spark, Hadoop).
  • Experience with edge computing or deploying models on resource-constrained devices.
  • Proficient in using Git for version control, collaborative development, and managing codebases effectively in team environments.
  • Contributions to open-source projects or relevant publications.

Benefits:

  • Competitive salary and benefits package.
  • Opportunities for career growth and professional development.
  • A dynamic and collaborative work environment.

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