Data Scientist II (ML/AI Algorithms) - Python, PySpark, PyTorch
TDJob Description
Overview
The Data Scientist II at TD Bank is a pivotal role within the Advanced Analytics team, focusing on developing and applying advanced statistical and AI/ML techniques to solve business problems. This position involves gathering, analyzing, and modeling a wide range of data, applying mathematical models and tools, and utilizing software engineering best practices to develop and implement solutions.
Responsibilities
- Data Collection and Analysis: Collect and analyze data using a wide range of data science techniques, including data wrangling, profiling, and visualization.
- Model Development: Develop robust and reliable solutions leveraging advanced techniques such as machine learning, AI, NLP, and geospatial analytics.
- Stakeholder Collaboration: Work closely with various stakeholders to move projects through all phases of the model lifecycle, from ideation to implementation and ongoing monitoring.
- Communication: Effectively communicate model design and results to senior leaders and business partners, facilitating key strategic discussions.
- Innovation and Improvement: Maintain full professional knowledge of techniques and developments in the field of Machine Learning and AI, including Generative AI, and share knowledge with peers and senior management.
Qualifications
- Education: Undergraduate degree or advanced technical degree preferred in fields such as Computer Science, Statistics, Mathematics, or relevant fields.
- Experience: 3+ years of relevant experience in data science, with a strong understanding of ML/AI algorithms and techniques.
- Technical Skills: Proficiency in Python, PySpark, PyTorch, and SQL. Familiarity with version control software such as Git, Bitbucket, or Github.
- Analytical Skills: Strong analytical and problem-solving skills to interpret data and draw conclusions.
- Communication Skills: Excellent written and verbal communication skills.
Benefits
TD Bank offers a comprehensive Total Rewards package, including health and well-being benefits, savings and retirement programs, paid time off, banking benefits and discounts, career development opportunities, and reward and recognition programs.
About TD Bank
TD Bank is one of the world's leading global financial institutions and the fifth largest bank in North America by branches. We are committed to delivering legendary customer experiences and fostering a culture of innovation and continuous improvement.
Application Process
Interested candidates are encouraged to apply and engage in an open dialogue with our recruiters to learn more about the role and compensation details.
Benefits Extracted with AI
- Health and well-being benefits
- Savings and retirement programs
- Paid time off (Vacation PTO, Flex PTO, Holiday PTO)
- Banking benefits and discounts
- Career development
- Reward and recognition
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