ML Analyst: Generative AI & Cloud Solutions

fil; Toronto; Hybrid; CAD 100,000 - 140,000; Full time

Job summary

Fidelity Investments Canada is seeking a highly motivated Machine Learning Analyst to develop innovative AI/ML solutions and deploy models at scale. You will collaborate with an interdisciplinary team, handling data analysis, feature engineering, and model deployment across on-premise and cloud platforms in a hybrid Toronto/Mississauga setting.

The role requires a Master’s in a STEM field and 2+ years in data science or ML, with strong Python, SQL, and Snowflake experience.

Qualifications

• Master’s degree in CS/Statistics/SE or equivalent.
• 2+ years in data science/AI or applied ML.
• 1+ year cloud computing experience is an asset.
• 1+ year building production ML models and deploying at scale.
• Strong ML foundation: predictive modelling, NLP, Generative AI, model eval.
• Snowflake SQL and data transformation experience.

Responsibilities

• Develop ML-based software solutions using open source and proprietary software systems.
• Conduct applied research to identify and understand algorithms for use case development.
• Collaborate with agile scrum teams to develop and implement high-impact business solutions.
• Rapid prototyping of new algorithms and comparisons with baselines.
• Iterate on model performance via error analysis, benchmarking, and feature refinement.
• Assist IS Infrastructure and IS ML Ops in designing customized ML environments.
• Support documentation, monitoring, and version control of models.
• Develop and evaluate Generative AI/LLM solutions including prompt engineering and retrieval-augmented generation.
• Work with enterprise data platforms such as Snowflake to prepare, query, transform, and analyze data for AI/ML use cases.
• Explore Snowflake Cortex and related cloud AI services.

Skills

Machine Learning

Python

SQL

Cloud computing (AWS)

Snowflake

Git

Generative AI

NLP

Education

Master's Degree in CS/Statistics/SE or equivalent

Tools

Snowflake Cortex

SageMaker

Docker

Kubernetes

LangChain

LlamaIndex

GitHub

Job description

Fidelity Investments Canada is seeking a highly motivated Machine Learning Analyst to develop innovative AI/ML solutions and deploy models at scale. You will collaborate with an interdisciplinary team, handling data analysis, feature engineering, and model deployment across on-premise and cloud platforms in a hybrid Toronto/Mississauga setting.

The role requires a Master’s in a STEM field and 2+ years in data science or ML, with strong Python, SQL, and Snowflake experience.