DevTalent Job Board - ML--007

ML--007 ML Engineer

Toronto

Job Title: AI/ML Developer

Our client is seeking a highly skilled AI/ML Developer to join their team. The successful candidate will be responsible for designing, implementing, and maintaining AI/ML models and pipelines that support our client's cutting-edge platform.

Key Technologies:

  • Python: Strong proficiency in Python is required, as it is the primary language used for AI/ML development.
  • Cuda: Experience with Cuda is necessary for optimizing GPU acceleration and performance.
  • Spike in Training: Our client is looking for someone who can optimize and improve training times for large-scale AI models.

Focus Areas:

  • LLMs (Large Language Models): The successful candidate will be working on developing and fine-tuning LLMs for various applications.
  • GRP Pipeline: Experience with GRP pipelines, similar to DeepSeek, is required. This includes data preprocessing, model training, and deployment.
  • Potential Involvement in Backend Services: The AI/ML Developer may be looped into backend services, requiring collaboration with the backend team to integrate AI/ML models with existing infrastructure.

Infrastructure:

  • GCP (Google Cloud Platform): Our client is running on GCP, and experience with GCP services such as Compute Engine, Storage, and AI Platform is a plus.
  • RunPod: Familiarity with RunPod, a cloud-based platform for AI/ML development, is necessary.
  • Supabase: Our client uses Supabase as their database provider, and experience with Supabase or similar databases is required.

Responsibilities:

  • Design, implement, and maintain AI/ML models and pipelines
  • Optimize training times and performance using Cuda and other optimization techniques
  • Collaborate with the backend team to integrate AI/ML models with existing infrastructure
  • Work on developing and fine-tuning LLMs for various applications
  • Experience with GRP pipelines and data preprocessing

Nice to Have:

  • Experience with cloud-based AI/ML development platforms
  • Familiarity with agile development methodologies
  • Strong understanding of IT security principles and best practices

This role offers an exciting opportunity for a skilled AI/ML Developer to join our client's team and contribute to the growth and success of their innovative platform.