Machine Learning Engineer

7 days ago

Toronto, Ontario, Canada Dimensional Tech Inc Full time

*Note: Please apply on LinkedIn or send us your resume to

Machine Learning Engineer - Senior


• # Of Openings: 1


• Start Date:


• End Date:


• # Total Working Days: 130 days


• Hybrid, Office Location: DT Toronto, Ontario

Requirements:


• 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.


• 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.


• 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.


• Model Optimization and Tuning: Skills in optimizing model performance through hyperparameter tuning and understanding of trade-offs between model complexity and performance.


• Understanding of Transfer Learning: Knowledge of how to leverage pre-trained models like BERT for specific tasks and adapt them to custom datasets.

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