Data Science ML/GenAI Engineer
Québec City, Quebec, Canada - Remote
R
CAD 80K-120K Mid-level Full Time
Tasks
- Analyze existing code and data pipelines
- Convert prototypes to production code
- Deploy machine learning models
- Design LLM NLP solutions
- Develop REST APIs
- Evaluate NLP models
- Improve reliability scalability testing and maintainability
- Integrate Databricks pipelines models and services
- Monitor model drift and data quality
- Prepare transform and analyze data
- Prototype NLP pipelines
- Recommend architectural solutions
- Refactor codebases and data pipelines
Perks/Benefits
- 401k plan with company match
- Flexible work options
- Medical, dental, and vision insurance
- On-call compensation
- Paid Holidays
- Paid time off
- Work from home
Skills/Tech-stack
BM25 | CI/CD | Cosine similarity | Data Analysis | Databricks | Embeddings | Entity recognition | Exploratory Data Analysis | Fuzzy Matching | Git | GitHub Actions | Hybrid search | Hypothesis Testing | Language Models | Language Processing | Large Language Models | MLflow | Machine Learning | Machine learning lifecycle | MinHash | Model Deployment | Model Monitoring | Named Entity Recognition | Natural Language | Natural Language Processing | Object-Oriented | Object-oriented programming | Pandas | Prompt engineering | PyTorch | Python | REST API | Retrieval-Augmented Generation | Scikit-learn | Semantic Search | Statistical modeling | Text Classification | Text Deduplication | Vector Databases | Version control
Education
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