Senior Machine Learning Engineer (NLP-BERT) at Arthur Grand Technologies Inc
Toronto, ON, Canada -
Full Time


Start Date

Immediate

Expiry Date

13 Jul, 25

Salary

0.0

Posted On

13 Apr, 25

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Deep Learning, Tokenization, Training, Python, Numpy, Scikit Learn, Contractors, Staff Augmentation, Models, Pandas, Nlp, Text Classification, Algorithms, Natural Language Processing, Tuning, Sentiment Analysis

Industry

Information Technology/IT

Description

Arthur Grand Technologies is currently seeking a highly motivated of Machine Learning Engineer – Senior with one of our clients.
Position: Machine Learning Engineer – Senior

EXPERIENCE AND SKILL SET REQUIREMENTS:

  • (15%) Deep Understanding of Machine Learning Concepts: Proficiency in fundamental machine learning concepts, algorithms, and techniques.
  • Expertise in Natural Language Processing (NLP): Knowledge of NLP techniques and models, especially BERT and other transformer-based models, for tasks like text classification, sentiment analysis, and language understanding.
  • (20%) Experience with Deep Learning Frameworks: Proficiency in deep learning libraries such as TensorFlow or PyTorch. Experience with implementing, training, and fine-tuning BERT models using these frameworks is crucial.
  • (30%)Data Preprocessing Skills: Ability to perform text preprocessing, tokenization, and understanding of word embeddings.
  • Programming Skills: Strong programming skills in Python, including experience with libraries like NumPy, Pandas, and Scikit-learn.
  • (20%) Model Optimization and Tuning: Skills in optimizing model performance through hyperparameter tuning and understanding of trade-offs between model complexity and performance.
  • (15%) Understanding of Transfer Learning: Knowledge of how to leverage pre-trained models like BERT for specific tasks and adapt them to custom datasets
Responsibilities

Please refer the Job description for details

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