Artificial Intelligence Engineer

1 week ago


Vancouver, British Columbia, Canada Comm100 Full time
About Comm100

Comm100 is a leading provider of customer engagement solutions serving highly regulated industries such as Banking & Finance, Insurance, Government, Education, and Health & Wellness.

We help more than 10,000 companies worldwide close the gap between their customers' questions and answers.

Job Responsibilities
  • Research key capabilities leading to AGI, track the latest academic and industry research achievements in LLM, and bring new technical ideas and methods to the business.
  • Deeply engage in key tasks such as AI Assistant data construction, LLM pretraining, finetuning, algorithm optimization, and model deployment.
  • Research key technologies for the implementation of LLM such as RAG and Agent, explore a new generation AI Assistant architecture based on LLM, and continuously enhance AI Assistant questionanswering effectiveness and user experience.
  • Write clean, high-quality, high-performance, maintainable, and thoroughly tested code to ensure software reliability and maintainability.
  • Work closely with cross-regional engineering teams to facilitate communication and collaboration.
  • Engage in direct communication with customers and business stakeholders to propose technical solutions and address product issues.
Requirements
  • Bachelor's degree or above in Computer Science, Mathematics, Statistics, or a related field with a focus on Artificial Intelligence, Machine Learning or software engineering.
  • Proficiency in Python, TensorFlow or PyTorch, Knowledge of advanced machine learning techniques, such as deep learning, reinforcement learning, and unsupervised learning.
  • Experience with data preprocessing (Pandas), feature engineering (datasets, PyTorch), model training (sklearn, transformers, LoRA, DPO), model deploying (vLLM, DeepSpeed, TensorRT).
  • Strong analytical and problem-solving skills with a keen interest in pushing the boundaries of AI and machine learning.
  • Excellent communication skills and the ability to work effectively in a team environment.


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