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Senior Security Data Scientist
DesjardinsSenior Security Data Scientist leveraging AI solutions to enhance security analytics within Desjardins Group. Collaborating across teams to transform data into actionable insights for improved security posture.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and implementing artificial intelligence solutions, with a strong foundation in data science methodologies and programming in Python. Proficient in leveraging advanced analytical techniques and cloud platforms to drive security analytics and data valorization aligned with strategic business objectives.
Highest-signal resume keywords
Artificial Intelligence Solutions DevelopmentPython Programming (Scikit-Learn, Pyspark, Pandas, Numpy, Scipy)Data Science Methodologies (Machine Learning, Statistics)Deep Learning Techniques (Keras, TensorFlow, PyTorch)Cloud Platforms (Microsoft Azure)
ATS Keywords
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Hard Skills
Data AnalysisQuantitative AnalysisMachine LearningStatistical ModelingAnalytical Product DevelopmentMLOps ConceptsGenerative AI DevelopmentSecurity Data KnowledgeApache Spark DevelopmentResearch Project Participation
Soft Skills
Effective CommunicationInterpersonal SavvyComplexity ManagementInnovationPlanning and Alignment
Tools & Technologies
GitMLflowDatabricksKerasTensorFlowPyTorchPysparkLangchainMicrosoft AzureSecurity Analytics Methodologies
Industry Keywords
Security OperationsData ValorizationBusiness ProcessesApplication LogsTransaction LogsCloud ComputingArtificial IntelligenceData SciencePredictive AnalyticsPrescriptive Analytics
Tech Stack
Tools & technologiesApacheAzureCloudKerasNumpyPandasPySparkPythonPyTorchScalaScikit-LearnSparkTensorflow
About the role
Key responsibilities & impact- Transform and analyze complex, large-scale data to extract the knowledge needed to make decisions.
- Design innovative data analysis approaches (diagnostic, predictive, prescriptive and cognitive) in partnership with experts on the risks associated with application and business processes.
- Implement, evaluate, document and monitor artificial intelligence solutions that are tailored to the monitoring needs of security operations teams.
- Contribute to the industrialization and development of security analytics methodologies, including by participating in research projects with partners in the industry and academic ecosystem.
- Identify, evaluate and prioritize data valorization opportunities, define solutions and develop an analytical roadmap that is integrated with Desjardins Group’s business plan and strategic vision.
- Ensure delivery teams are aligned in terms of the design and development of highly complex analytical solutions.
Requirements
What you’ll need- Bachelor's degree in machine learning, computer science, statistics, mathematics or a related field
- A minimum of six years of relevant experience in quantitative analysis or modelling
- Experience developing and implementing artificial intelligence solutions
- Knowledge of French is required
- Intermediate knowledge of English due to the nature of the duties or work tools or because the position involves interactions with English-speaking partners, members and/or clients
- Expertise with data science methodologies and their limitations (machine learning, statistics, artificial intelligence, etc.)
- Expertise in Python programming (scikit-learn, pyspark, pandas, numpy, scipy, langchain, etc.) and in analytical product development practices (git, mlflow, familiarity with MLOps concepts)
- Proficiency of development in Apache Spark (via pyspark or scala, knowledge of Databricks)
- Proficiency of deep learning techniques and development frameworks (keras, tensorflow, pytorch, etc.)
- Proficiency of generative AI-based development approaches (LLMs, RAGs, prompt engineering, etc.)
- Knowledge of security data (application logs, transaction logs, etc.)
- Knowledge of cloud platforms such as Microsoft Azure
- Professional knowledge of a security sub-area
- Familiarity with using plain language techniques to communicate information through both speech and writing
- Communicates effectively, Complexity, Innovation, Interpersonal Savvy, Plans and aligns
Benefits
Comp & perks- Competitive salary and annual bonus
- 4 weeks of flexible vacation starting in the first year
- Defined benefit pension plan that provides predictable, stable income throughout retirement
- Group insurance including telemedicine
- Reimbursement of health and wellness expenses and telework equipment