CIBC is looking to leverage advanced analytics and AI to solve real-world business problems by developing and implementing predictive models and AI solutions.
Requirements
- Knowledge of traditional AI/ML techniques in prediction, classification, forecasting, optimization, Natural Language Processing (NLP).
- Familiarity or experience with modern data science, machine learning and AI/ML toolkits, such as Pandas, scikit-learn, XGBoost, spaCy, Keras & Huggingface/Transformers.
- An understanding of GenAI and LLMs with a working knowledge of fine-tuning, RAG patterns, agentic workflows.
- Familiarity of API frameworks, such as Flask and FastAPI, as well as containerization technologies, such as Docker.
- Knowledge of operations based use cases involving document extraction & OCR is a big asset.
- Working knowledge of Azure based cloud AI services and frameworks.
Responsibilities
- Apply AI & ML to solve real-world problems
- Utilize your knowledge in statistics, machine learning and/or optimization to frame business problems in a data science context.
- Build data products by writing code that is modular, reliable, maintainable & replicable.
- Collaborate with data experts to learn about data and engineer relevant features.
- Effectively collaborate with other data scientists and engineers to work together and build data products.
- Conduct research, developing processes and guidance, and educating others on the responsible and ethical use of AI.
Other
- Currently enrolled in post-secondary education and returning to full-time studies.
- Utilize a consulting mindset when engaging with our partners.
- Work closely with our business partners to understand their challenges by asking the right questions to gather information.
- Put in the effort to understand the business problem and to answer any questions and concerns brought up by our partners.
- Remain intellectually curious with a drive to constant improve our techniques and approaches to AI/ML problems.
- Exceptional critical thinking, problem solving, and decision making skills with demonstrated ability to independently identify and analyze problems and recommend solutions.
- Passionate about the responsible and ethical use of AI to benefit society.
