Database analysts and data administrators
Title posted on CareerBeacon -
Data Scientist I (Quants)
Posted on
June 28, 2024
by
Employer details
TD Bank
Job details
Work Location:Toronto, Ontario, CanadaHours:37.5Line of Business:Data & AnalyticsPay Details:We're committed to providing fair and equitable compensation to all our colleagues. As a candidate, we encourage you to have an open dialogue with a member of our HR Team and ask compensation related questions, including pay details for this role.Job Description:*Job Title Data Scientist I, Machine Learning Model ValidationModel Risk Management and Model ValidationTD BankToronto, ON and Montreal, QC*Department Overview TD Model Validation (MV) group is responsible for the independent validation and approval of analytical models used for risk, pricing, hedging, insurance, marketing and capital evaluation for portfolio of financial products. This also includes validation of decision-making models. Machine Learning and AI model validation team is responsible for the validation of the ML-based models used across the Bank for various use cases.*Job Description The position reports to Senior Manager, Machine Learning and AI Model Validation group within MV. Detailed accountabilities include:Validate (review and provide effective challenge) Machine Learning models and AI applications.Develop/implement Machine Learning model validation methodologies and standards. Ensure that the validation methodologies and standards are in line with industry best practice or address regulatory and audit requirements and/or findings in a timely manner.Develop and apply a variety of statistical tests and modeling techniques to identify/recommend improvements to models and undertake related initiatives. Ensure extensive testing of model sensitivity that help assessing model behavior and risk.Implement and evaluate external models used for benchmarking internal model performance. Participate in model selection and related due diligence activity.Communicate findings and recommendations to both technical and non-technical stakeholders.Actively participate with business partners in internal data management to ensure data integrity and the completeness of data capture for model validation and development purpose.Maintain full professional knowledge of techniques and developments in the field of Machine Learning and AI and share knowledge with business partners and senior management.The position involves working effectively with different internal partners such as TD Wealth, TD Insurance, ED&A, PBSA, Layer6, etc.*Job Requirements Strong quantitative skills with an advanced degree in one or more of the following areas: computer science, mathematics, physics, statistics, machine learning, economics, finance, engineering, and/or actuarial science.Proven experience as a Data Scientist or similar role.Experience with and strong knowledge of Machine Learning theory and predictive algorithms: Bagging and Gradient Boosting methods, Neural Networks/Deep Learning, NLP, Generalized Additive Models, Graphical Models, Bayesian/probabilistic methods, etc.Experience and knowledge of Machine Learning Model Interpretation/Explanation.Proficient in one or more programming languages such as Python, PySpark, Java, Scala, and/or R.Object Oriented programming skills.Familiarity with cloud platforms (e.g., Azure, AWS) and big data technologies (e.g., Hadoop, Spark).Knowledge of neural network tools such as Tensorflow/Keras, PyTorch and/or MXNet.Excellent verbal and written communication skills (position requires writing reports).Quick learner who constantly works on improving their skills and expertise.Good time management and multitasking skills with minimal supervision.Ability to work independently and collaboratively in a fast-paced, dynamic environment.Stay up to date with the latest advancements in data science, machine learning, AI, and cloud technologies.* Preferred QualificationsExperience with distributed computing and parallel processing using Spark.Knowledge of SQL and database systems.Familiarity with natural language processing (NLP) and deep learning and gener
-
LocationMontréal, QC
-
SalaryNot available
-
Terms of employment
Full time
- Start date
Starts as soon as possible
- vacancies
1 vacancy
- Source
CareerBeacon
#2090402
Advertised until
2024-07-28
Important notice: This job posting has been provided by a partner site. Job Bank is not responsible for this content.
Report a problem with this job posting
Thank you for your help!
You will not receive a reply. For enquiries, please contact us.