Soho Square Solutions
Montreal (Administrative Region) / Global
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The Big Jobsite
Montreal (Administrative Region) / Global
Location: Montreal (day 1 onboarding onsite/in-office presence required 3x/week)
Years of experience:
5-7 years of Python & Database experience (70%)
2-3 years of hands-on AI project experience (30%)
Skills Required:
Strong proficiency of Python with experience developing production-grade data processing pipelines and AI/ML services
Expertise in pandas and familiarity in scikit-learn libraries for data manipulation and machine learning model implementation
Experience with anomaly detection algorithms and techniques, particularly isolation forest, clustering, time series analysis, and pattern mining
Design and deploy generative AI solutions using LLMs and multimodal models to solve business problems
Familiarity with object-oriented programming (OOP)
Expertise in FastAPI framework for building AI service endpoints and asynchronous processing systems
Good knowledge of Database concepts and writing SQL queries and Stored Procedures
Working knowledge of Unix
Experience with version control tools (preferably Git)
Writing unit tests (e.g. using pytest)
Self-starter with ability to work in a fast-paced environment and be able to work on multiple projects
Good to Have:
Experience of working in Agile Squads
Finance data domain knowledge
Understanding of model performance monitoring, model debugging, and logging systems within AI applications
Experience with containerization and deployment of ML services in enterprise environments
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Montreal (Administrative Region) / Global
Montreal (Administrative Region) / Global
Montreal (Administrative Region) / Global
Montreal (Administrative Region) / Global
Montreal (Administrative Region) / Global
Montreal (Administrative Region) / Global