Senior ML Engineer: NLP + BERT, Deep Learning Pro

Rubicon Path; Toronto; On-site; CAD 100,000 - 130,000; Full time

Job summary

A technology firm in Toronto is seeking a Senior Machine Learning Engineer. The role involves creating and deploying machine learning models to meet business objectives. The ideal candidate will have deep knowledge of machine learning concepts, proficiency in frameworks like TensorFlow and PyTorch, and strong programming skills in Python. This position requires experience in natural language processing and data preprocessing, offering a competitive salary and growth opportunities.

Qualifications

• Proficiency in fundamental machine learning concepts, algorithms, and techniques.
• Knowledge of NLP techniques and models, especially BERT and other transformer-based models.
• Experience with implementing, training, and fine-tuning BERT models.
• Ability to perform text preprocessing, tokenization, and understanding of word embeddings.
• Strong programming skills in Python.
• Skills in optimizing model performance.
• Understanding of how to leverage pre-trained models.

Responsibilities

• Create machine learning models and utilize data to train them.
• Analyze data to find relations between inputs and outputs.
• Develop models that help achieve business objectives.
• Design and develop machine learning and deep learning systems.
• Run machine learning tests and experiments.

Skills

Machine Learning Concepts

Natural Language Processing

Deep Learning Frameworks

Data Preprocessing

Programming in Python

Model Optimization

Transfer Learning

Tools

TensorFlow

PyTorch

NumPy

Pandas

Scikit-learn

Job description

A technology firm in Toronto is seeking a Senior Machine Learning Engineer. The role involves creating and deploying machine learning models to meet business objectives. The ideal candidate will have deep knowledge of machine learning concepts, proficiency in frameworks like TensorFlow and PyTorch, and strong programming skills in Python. This position requires experience in natural language processing and data preprocessing, offering a competitive salary and growth opportunities.