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Data Scientist, Specialist
Data Scientist, Specialist-November 2024
Toronto
Nov 26, 2024
ABOUT VANGUARD
Vanguard is changing the way the world invests with its unwavering focus on investors.
10,000+ employees
Consulting, Financial Services
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About Data Scientist, Specialist

  As a Data Scientist / Artificial Intelligence / Machine Learning / AI/ML Scientist, you will work with a highly innovative and vibrant team of Data Scientists, machine learning engineers, cloud engineers, and data engineers in developing the next generation AI/ML enabled financial fraud and financial crimes prevention solutions for Vanguard. You will apply your analytics, artificial intelligence, and machine learning knowledge to create foundations for the next generation of fraud and financial crimes fighting tools for our business partners. This work will transform how financial fraud fighting program is structured. With great freedom to innovate, you will play a key role in world-class research that will drive the future of Vanguard's artificial intelligence and machine learning. You will make a difference by leading and innovating new AI based systems and services that power our fraud and financial crimes business units. You will team up with business stakeholders to prioritize innovation ideas and work with other data scientists and engineers to develop and deliver

  As a Data Scientist / Artificial Intelligence / Machine Learning / AI/ML Scientist, you will work with a highly innovative and vibrant team of Data Scientists, machine learning engineers, cloud engineers, and data engineers in developing the next generation AI/ML enabled financial fraud and financial crimes prevention solutions for Vanguard. You will apply your analytics, artificial intelligence, and machine learning knowledge to create foundations for the next generation of fraud and financial crimes fighting tools for our business partners. This work will transform how financial fraud fighting program is structured. With great freedom to innovate, you will play a key role in world-class research that will drive the future of Vanguard's artificial intelligence and machine learning. You will make a difference by leading and innovating new AI based systems and services that power our fraud and financial crimes business units. You will team up with business stakeholders to prioritize innovation ideas and work with other data scientists and engineers to develop and deliver

  You will be challenged to be influential and make a positive difference on a global scale, working on a team that is focused on AI/ML and model product development. Strong communication skills are essential to deliver your message globally across various stakeholders/teams with diverse backgrounds and focus areas spanning research, development, engineering, business, and management. You will be working in a very agile, dynamic environment leading/supporting ongoing activities while starting new ones. Therefore, success in this role requires excellent multitasking and time management skills. We look to you to surprise us in building breakthrough AI-enabled systems leveraging modern AI techniques to create value from the data collected and generated by our base systems. These AI enabled systems and services will allow us to provide highly capable systems to achieve business objectives and stay ahead of the bad actors.

  You will apply your advanced data analytics, artificial intelligence/machine learning knowledge and experience to interact with stakeholders, identify new problems and opportunities, develop innovative propositions, contribute to intellectual property, and build and pilot first-of-its-kind model products.

  What it takesMS in Computer Science, Statistics, Machine Learning, Data Science, Electrical Engineering or related field, with 1+ years of experience in developing and implementing AI/ML related projects Strong technical skills on machine learning/AI with proven track record. These technical skills include, but not limited to, regression techniques, neural networks, decision trees, clustering, pattern recognition, probability theory, stochastic systems, Bayesian inference, statistical techniques, deep learning, supervised learning, unsupervised learning, graph machine learning Strong technical knowledge on big data technologies, cloud, and opensource software tools Outstanding track record of successful solutions design in the digital space Experienced in using AI/ML platforms, technologies, techniques (e.g. TensorFlow, Keras, PyTorch, scikit-learn, H2O, NLP, Spark MLlib, LLM, GenAI, etc). Proficiency with SQL and NoSQL databases Proficiency with scalable data extraction tools (e.g. Cassandra, MongoDB, Kafka) Proficiency with Scala, Spark, Java How We Work

  Vanguard has implemented a hybrid working model for the majority of our crew members, designed to capture the benefits of enhanced flexibility while enabling in-person learning, collaboration, and connection. We believe our mission-driven and highly collaborative culture is a critical enabler to support long-term client outcomes and enrich the employee experience.

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