Source Code

RQ09508 - Sr. Machine Learning Engineer

Source Code  •  Toronto, CA (Hybrid)  •  4 months ago
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Job Description

RQ09508 - Sr. Machine Learning Engineer

Downtown, Toronto

Hybrid: 3 Days onsite / 2 days remote

Contract (8+ months contract, possible extension)

Must-Haves:

  • 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.

Nice-to-Have:

  • Public Sector experience
Source Code

About Source Code

Global STEM Consulting and Workforce Solutions.

Our passion lies in cultivating growth for both clients and consultants, creating dynamic partnerships that drive success.

Trusted by some of the world's largest organizations in Health Care, Government, Energy, Finance, and Technology.

Industry
Consulting & Advisory
Company Size
11-50 employees
Headquarters
Toronto, CA
Year Founded
2019
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