Machine Learning - Toronto, Canada - Cloudious

Cloudious
Cloudious
Verified Company
Toronto, Canada

3 weeks ago

Sophia Lee

Posted by:

Sophia Lee

beBee Recruiter
Description
**Mandatory Skillsets:
- **- 2+ years of experience building machine learning training pipelines or inference services in a production setting.

  • Experience with LLM deployment, fine tuning, training, prompt engineering, etc.
  • Experience with LLM inference latency optimization techniques, e.g. kernel fusion, quantization, dynamic batching, etc.
  • Experience with CUDA, model compilers, and other modelspecific optimizations.

Preferred

  • Experience working with a cloud technology stack (eg. Azure or AWS).
  • Experience building, deploying, and monitoring complex microservice architectures.
  • Experience with Python, Docker, Kubernetes, and Infrastructure as code (e.g. terraform).
  • Experience with LLMs, MLops
  • Experience with distributed notebook environments like Databricks
  • Experience building AI driven Data Quality frameworks and other data governance tools and capabilities
  • Experience building meta data driven AI and statistical models for repeatable insight generation
  • Experience building front to back data pipelines comprising of data ingestion, enrichment, data quality, Analytics and reporting
  • Experience with Agile development methodology
  • Experience with company KPIs and back testing of alternative data factors against company KPIs.
  • Experience with NLP techniques and transfer learning frameworks like BERT
  • Experience with using HuggingFace Model Artifacts

Job Type:
Fixed term contract

Contract length: 18 months


Salary:
From $70.00 per hour


Schedule:

  • 8 hour shift

Experience:


  • Machine learning: 1 year (preferred)
  • LLM: 1 year (preferred)
  • CUDA: 1 year (preferred)
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