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Senior Data Scientist – Artificial Intelligence & Machine Learning
Company | Bank of Montreal |
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Location | Toronto, ON, Canada |
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Salary | $82800 – $154800 |
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Type | Full-Time |
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Degrees | Bachelor’s, Master’s |
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Experience Level | Senior |
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Requirements
- Undergraduate or Master’s degree in Computer Science or Data Science
- Strong programming skills in Python
- Ability to critically analyze large amounts of data
- 2+ years of work experience
- Advanced level of proficiency in Mathematics, statistics & programming
- In-depth understanding of large language models
- In-depth understanding of supervised and unsupervised Machine learning techniques
- Creative thinking
- Critical thinking
- Data visualization
- Data wrangling
- Data preprocessing
- Data driven decision making
- Intermediate level of proficiency in effective verbal & written communication skills
- Analytical and problem-solving skills
- Ability to influence and work collaboratively
- Able to manage ambiguity
- Influence skills
- Collaboration & team skills with a focus on cross-group collaboration
Responsibilities
- Uses Large Language Models and Machine Learning techniques to develop AI-powered tools for a wide range of applications including predictive modeling, financial analysis and risk management
- Leverages techniques such as prompt engineering, retrieval-augmented generation (RAG), quantization, and low rank adaptation (LoRA) to adapt LLMs to the specific context of the organization
- Uses advanced Machine Learning techniques to mine and analyze large sets of structured and unstructured data to obtain insights or develop predictive models
- Designs and develops agentic solutions to transform business processes with a clear goal of increasing efficiency and effectiveness to enhance the firm’s balance sheet and risk management capabilities
- Keeps principles of Responsible AI front and center in the design of AI-powered tools
- Works closely with technology teams to productionize and implement developed tools
- Helps with governance and other activities related to executing the bank’s strategy on AI
Preferred Qualifications
No preferred qualifications provided.