Machine Learning Engineer
- Published on
About the Role
The Senior Machine Learning Engineer at VLink Inc works on creating machine learning models and utilizing data to train them. You will analyze data to find relationships between input and desired outputs, understand business objectives, and develop models to help achieve them with measurable metrics. Your responsibilities will include designing machine learning and deep learning systems, conducting tests, experiments, and implementing suitable algorithms while managing available resources for optimal results.
Responsibilities
- Creates and trains machine learning and deep learning models.
- Analyzes data to identify relationships between input and desired output.
- Designs metrics to track model development progress in alignment with business objectives.
- Implements suitable machine learning algorithms and manages resource allocations to meet project deadlines.
About the Candidate (Expectations and Nice to Have Skills)
The ideal candidate should possess the following skills and experiences:
- Deep Understanding of Machine Learning Concepts: Proficient in machine learning concepts, algorithms, and techniques.
- Expertise in NLP: Knowledge of NLP techniques and models, particularly BERT and transformer-based models for text classification, sentiment analysis, etc.
- Deep Learning Frameworks: Experience with TensorFlow or PyTorch and fine-tuning BERT models.
- Data Preprocessing Skills: Capable of text preprocessing, tokenization, and understanding word embeddings.
- Programming Skills: Strong Python programming skills; familiarity with libraries such as NumPy, Pandas, and Scikit-learn.
- Model Optimization and Tuning: Experience in optimizing performance via hyperparameter tuning and an understanding of model complexity-trade-offs.
- Transfer Learning Knowledge: Ability to utilize pre-trained models like BERT and adapt them to specific datasets.
About the Company
VLink Inc, located in Toronto, Ontario, offers a dynamic work environment where innovation is at the forefront of their operations. As a long-term contracting company, VLink Inc focuses on delivering advanced technology solutions and fostering growth through cutting-edge projects.
Company Culture and Benefits
VLink Inc values a collaborative and inclusive company culture. They offer exciting benefits aimed at supporting employee well-being and career development, although specific benefits are not listed here.
Employees enjoy a hybrid work arrangement, providing a balance between remote and in-office working conditions.