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Senior Data Scientist
Manulife Financial Corporation, Toronto, ON
We are a leading financial services provider committed to making decisions easier and lives better for our customers and colleagues around the world. From our environmental initiatives to our community investments, we lead with values throughout our business. To help us stand out, we help you step up, because when colleagues are healthy, respected and meaningfully challenged, we all thrive. Discover how you can grow your career, make impact and drive real change with our Winning Team today. Working ArrangementHybridJob DescriptionThe OpportunityWe are seeking a highly skilled and motivated Senior Data Scientist to join the Group Functions Advanced Analytics team. As a Senior Data Scientist, you will develop and implement robust analytical solutions for various parts of Manulife and JH businesses, applying traditional and emerging machine learning and AI techniques including but not limited to outlier detection, link analysis, and generative AI techniques, such as applying prompt engineering, working with RAG applications, fine-tuning LLM models, and deploying applications on cloud platforms like Azure. Your expertise in these areas will play a crucial role in driving data-driven decision-making and enhancing our business processes. Responsibilities Develop and lead machine learning and AI driven projects that span the breadth of Group Functions (Corporate Functions) with high impact on fraud detection and prevention, cost savings, expense efficiency, operational insights, customer satisfaction, etc.Develop analytical solutions using ML, graph analytics and link analysis, etc. to support investigations of fraud or misconductClean, preprocess, and analyze large datasets to extract meaningful insights and patterns.Apply prompt engineering techniques, build with RAG (Retrieval-Augmented Generation) applications, and fine-tune language models and improve their performance in specific tasks.Collaborate with multi-functional teams to identify and define business requirements, ensuring alignment with data science objectives.Apply generative AI techniques to generate synthetic data, create realistic simulations, and enhance data analysis capabilities.Design and complete experiments to validate and optimize machine learning models, ensuring accuracy, efficiency, and scalability.Deploy machine learning models and applications on cloud platforms like Azure ML or Databricks, ensuring flawless integration and scalability.Stay up-to-date with the latest advancements in machine learning, generative AI, prompt engineering, RAG applications, and cloud technologies, and apply them to enhance our data science capabilities.Collaborate with data engineers and ML engineers to integrate data science solutions into existing systems and workflows.Communicate sophisticated technical concepts and findings to both technical and non-technical partners, ensuring clear understanding and agreementPeer review other Data Scientists’ work and participate in model and code reviewsWhat motivates you?You obsess about customers, listen, engage and act for their benefit.You think big, with curiosity to discover ways to use your agile approach and enable business outcomes.You thrive in teams and enjoy getting things done together.You take ownership and build solutions, focusing on what matters.You do what is right, work with integrity and speak up.You share your humanity, helping us build a diverse and inclusive work environment for everyone.What we are looking forBachelor', Master's degree, or Ph.D. in Computer Science, Data Science, Statistics, Engineering, or a related field.5+ years of experience in developing probabilistic models, data mining, and machine learning algorithms, including real world experience of applying analytics models, with a strong focus on machine learning, generative AI, prompt engineering, and RAG applicationsProficiency in programming languages such as Python and experience with machine learning libraries/frameworks, e.g., PyTorch, scikit-learn, Hugging Face, SQL, graph databases (Neo4j/Cypher, Cosmos DB/Gremlin).Knowledge of professional software engineering practices & standard methodologies for the full software development process, including coding standards, code reviews, source control management, build processes, testing, and operations.Strong collaboration and elaboration skills; demonstrates a strong commitment to organizational success; shares resources and demonstrates knowledge across the organization.Strong problem-solving skills and the ability to think critically and creatively to develop innovative solutions.Excellent communication and collaboration skills, with the ability to work optimally in multi-functional teams.Good to have the knowledge of Graph AnalyticsGood to have the knowledge of Agile methodologiesWhat can we offer you?A competitive salary and benefits packages.A growth trajectory that extends upward and outward, encouraging you to follow your passions and learn new skills.A focus on growing your career path with us.Flexible work policies and strong work-life balance.Professional development and leadership opportunities.Our commitment to youValues-first culture: We lead with our Values every day and bring them to life together.Boundless opportunity: We create opportunities to learn and grow at every stage of your career.Continuous innovation: We invite you to help redefine the future of financial services.Delivering the promise of Diversity, Equity and Inclusion: We foster an inclusive workplace where everyone thrives.Championing Corporate Citizenship: We build a business that benefits all partners and has a positive social and environmental impact.#LI-HybridAbout Manulife and John HancockManulife Financial Corporation is a leading international financial services group that helps people make their decisions easier and lives better. With our global headquarters in Toronto, Canada, we operate as Manulife across our offices in Asia, Canada, and Europe, and primarily as John Hancock in the United States. We provide financial advice, insurance, and wealth and asset management solutions for individuals, groups and institutions. At the end of 2022, we had more than 40,000 employees, over 116,000 agents, and thousands of distribution partners, serving over 34 million customers. At the end of 2022, we had $1.3 trillion (US$1.0 trillion) in assets under management and administration, including total invested assets of $0.4 trillion (US $0.3 trillion), and segregated funds net assets of $0.3 trillion (US$0.3 trillion). We trade as ‘MFC’ on the Toronto, New York, and the Philippine stock exchanges, and under ‘945’ in Hong Kong.Manulife is an Equal Opportunity EmployerAt Manulife/John Hancock, we embrace our diversity. We strive to attract, develop and retain a workforce that is as diverse as the customers we serve and to foster an inclusive work environment that embraces the strength of cultures and individuals. We are committed to fair recruitment, retention, advancement and compensation, and we administer all of our practices and programs without discrimination on the basis of race, ancestry, place of origin, colour, ethnic origin, citizenship, religion or religious beliefs, creed, sex (including pregnancy and pregnancy-related conditions), sexual orientation, genetic characteristics, veteran status, gender identity, gender expression, age, marital status, family status, disability, or any other ground protected by applicable law. It is our priority to remove barriers to provide equal access to employment. A Human Resources representative will work with applicants who request a reasonable accommodation during the application process. All information shared during the accommodation request process will be stored and used in a manner that is consistent with applicable laws and Manulife/John Hancock policies. To request a reasonable accommodation in the application process, contact [email protected] & BenefitsThe annual base salary for this role is listed below.Primary LocationToronto, OntarioSalary range is expected to be between$92,190.00 CAD - $171,210.00 CADIf you are applying for this role outside of the primary location, please contact [email protected] for the salary range for your location. The actual salary will vary depending on local market conditions, geography and relevant job-related factors such as knowledge, skills, qualifications, experience, and education/training. Employees also have the opportunity to participate in incentive programs and earn incentive compensation tied to business and individual performance.Manulife offers eligible employees a wide array of customizable benefits, including health, dental, mental health, vision, short- and long-term disability, life and AD&D insurance coverage, adoption/surrogacy and wellness benefits, and employee/family assistance plans. We also offer eligible employees various retirement savings plans (including pension and a global share ownership plan with employer matching contributions) and financial education and counseling resources. Our generous paid time off program in Canada includes holidays, vacation, personal, and sick days, and we offer the full range of statutory leaves of absence. If you are applying for this role in the U.S., please contact [email protected] for more information about U.S.-specific paid time off provisions.
Lead, Fraud Strategy & Intelligence
Manulife Financial Corporation, Waterloo, ON
We are a leading financial services provider committed to making decisions easier and lives better for our customers and colleagues around the world. From our environmental initiatives to our community investments, we lead with values throughout our business. To help us stand out, we help you step up, because when colleagues are healthy, respected and meaningfully challenged, we all thrive. Discover how you can grow your career, make impact and drive real change with our Winning Team today. Working ArrangementHybridJob DescriptionWe are seeking a Lead, Fraud Strategy & Intelligence to join our team.You will be responsible for the development fraud prevention strategies using advanced analytics techniques that involve digging into multi-databases, data feeds, reports, internal applications, secure sites, expanding and developing trend analytics and reports.We are an equal opportunity employer and value diversity in our workforce.Hybrid 3 daysLocation: CAN, Ontario, Waterloo, 500 King Street NorthResponsibilities Respond quickly to fraud attacks by implementing threat-based strategies while balancing the impact to the operational teams and customer experience.Collaborate cross functionally to ensure industry leading prevention & detection methods are applied to our fraud strategies, while supporting the operations team on request for intelligence data tasks.Lead fraud management risk technology projects.How will you create impact? In this position you will have the opportunity to work on analyzing data across multiple technologies, and developing requirements the entire team can work from.What motivates you? You obsess about customers, listen, engage and act for their benefit. You think big, with curiosity to discover ways to use your agile approach and enable business outcomes. You thrive in teams and enjoy getting things done together. You take ownership and build solutions, focusing on what matters. You do what is right, work with integrity and speak up. You share your humanity, helping us build a diverse and inclusive work environment for everyone. What we are looking for Previous experience in Fraud and/or banking an asset.Experience with machine learning, data mining/extraction and statistics (Oracle, SQL, Teradata, R, Tableau, Python)Experience in optimizing fraud tools to uplift prevention, detection and deterrence.Able to influence technical & non-technical audiences to secure consensus and implement with excellence.What can we offer you? A competitive salary and benefits packages. A growth trajectory that extends upward and outward, encouraging you to follow your passions and learn new skills. A focus on growing your career path with us. Flexible work policies and strong work-life balance. Professional development and leadership opportunities. Our commitment to you Values-first culture We lead with our Values every day and bring them to life together. Boundless opportunity We create opportunities to learn and grow at every stage of your career. Continuous innovation We invite you to help redefine the future of financial services. Delivering the promise of Diversity, Equity and Inclusion We foster an inclusive workplace where everyone thrives. Championing Corporate Citizenship We build a business that benefits all stakeholders and has a positive social and environmental impact. About Manulife and John HancockManulife Financial Corporation is a leading international financial services group that helps people make their decisions easier and lives better. With our global headquarters in Toronto, Canada, we operate as Manulife across our offices in Asia, Canada, and Europe, and primarily as John Hancock in the United States. We provide financial advice, insurance, and wealth and asset management solutions for individuals, groups and institutions. At the end of 2022, we had more than 40,000 employees, over 116,000 agents, and thousands of distribution partners, serving over 34 million customers. At the end of 2022, we had $1.3 trillion (US$1.0 trillion) in assets under management and administration, including total invested assets of $0.4 trillion (US $0.3 trillion), and segregated funds net assets of $0.3 trillion (US$0.3 trillion). We trade as ‘MFC’ on the Toronto, New York, and the Philippine stock exchanges, and under ‘945’ in Hong Kong.Manulife is an Equal Opportunity EmployerAt Manulife/John Hancock, we embrace our diversity. We strive to attract, develop and retain a workforce that is as diverse as the customers we serve and to foster an inclusive work environment that embraces the strength of cultures and individuals. We are committed to fair recruitment, retention, advancement and compensation, and we administer all of our practices and programs without discrimination on the basis of race, ancestry, place of origin, colour, ethnic origin, citizenship, religion or religious beliefs, creed, sex (including pregnancy and pregnancy-related conditions), sexual orientation, genetic characteristics, veteran status, gender identity, gender expression, age, marital status, family status, disability, or any other ground protected by applicable law. It is our priority to remove barriers to provide equal access to employment. A Human Resources representative will work with applicants who request a reasonable accommodation during the application process. All information shared during the accommodation request process will be stored and used in a manner that is consistent with applicable laws and Manulife/John Hancock policies. To request a reasonable accommodation in the application process, contact [email protected] & BenefitsThe annual base salary for this role is listed below.Primary LocationWaterloo, OntarioSalary range is expected to be between$67,275.00 CAD - $112,125.00 CADIf you are applying for this role outside of the primary location, please contact [email protected] for the salary range for your location. The actual salary will vary depending on local market conditions, geography and relevant job-related factors such as knowledge, skills, qualifications, experience, and education/training. Employees also have the opportunity to participate in incentive programs and earn incentive compensation tied to business and individual performance.Manulife offers eligible employees a wide array of customizable benefits, including health, dental, mental health, vision, short- and long-term disability, life and AD&D insurance coverage, adoption/surrogacy and wellness benefits, and employee/family assistance plans. We also offer eligible employees various retirement savings plans (including pension and a global share ownership plan with employer matching contributions) and financial education and counseling resources. Our generous paid time off program in Canada includes holidays, vacation, personal, and sick days, and we offer the full range of statutory leaves of absence. If you are applying for this role in the U.S., please contact [email protected] for more information about U.S.-specific paid time off provisions.
Director Data Science
Manulife Financial Corporation, Toronto, ON
We are a leading financial services provider committed to making decisions easier and lives better for our customers and colleagues around the world. From our environmental initiatives to our community investments, we lead with values throughout our business. To help us stand out, we help you step up, because when colleagues are healthy, respected and meaningfully challenged, we all thrive. Discover how you can grow your career, make impact and drive real change with our Winning Team today. Working ArrangementHybridJob DescriptionThe OpportunityThe Data Science Director will lead Manulife's global practice area passionate about producer misconduct and account takeover fraud. This role requires a seasoned professional with extensive experience in graph database-based fraud detection practices and a proven track record of leading data science initiatives that deliver significant business value. ResponsibilitiesDevelop and implement a comprehensive data science strategy for fraud detection and prevention, focusing on producer misconduct and ATO practices.Lead a team of data scientists and machine learning engineers in the creation of predictive models and algorithms to identify and prevent fraudulent activities.Collaborate with cross-functional teams, including IT, Customer Experience, and Operations, to integrate data science solutions into the business processes.Stay abreast of the latest trends and technologies in fraud detection and data science, and implement standard methodologies within the team.Communicate sophisticated data-driven insights to non-technical partners to advise decision-making and strategy.Lead the end-to-end lifecycle of data science projects, from ideation to deployment and monitoring of models in production.Foster a culture of innovation, continuous learning, and data-driven decision-making within the team and the organization.What motivates you?You obsess about customers, listen, engage and act for their benefit.You think big, with curiosity to discover ways to use your agile approach and enable business outcomes.You thrive in teams and enjoy getting things done together.You take ownership and build solutions, focusing on what matters.You do what is right, work with integrity and speak up.You share your humanity, helping us build a diverse and inclusive work environment for everyone.What we are looking forAdvanced degree in Computer Science, Physics, Data Science, Statistics, or a related fieldExperience in full stack data science, with a focus on fraud detection and preventionConsistent record of leading data science teams and delivering impactful analytical solutions.Strong understanding of AI and Machine Learning technologies and their applications in a corporate settingExperience with cloud analytics services, MLOps, and leading large-scale data science projects.Excellent communication and leadership skills, with the ability to engage and influence partners at all levels.What can we offer you?A competitive salary and benefits packages.A growth trajectory that extends upward and outward, encouraging you to follow your passions and learn new skills.A focus on growing your career path with us.Flexible work policies and strong work-life balance.Professional development and leadership opportunities.Our commitment to youValues-first culture: We lead with our Values every day and bring them to life together.Boundless opportunity: We create opportunities to learn and grow at every stage of your career.Continuous innovation: We invite you to help redefine the future of financial services.Delivering the promise of Diversity, Equity and Inclusion: We foster an inclusive workplace where everyone thrives.Championing Corporate Citizenship: We build a business that benefits all partners and has a positive social and environmental impact.#LI-JHAbout Manulife and John HancockManulife Financial Corporation is a leading international financial services group that helps people make their decisions easier and lives better. With our global headquarters in Toronto, Canada, we operate as Manulife across our offices in Asia, Canada, and Europe, and primarily as John Hancock in the United States. We provide financial advice, insurance, and wealth and asset management solutions for individuals, groups and institutions. At the end of 2022, we had more than 40,000 employees, over 116,000 agents, and thousands of distribution partners, serving over 34 million customers. At the end of 2022, we had $1.3 trillion (US$1.0 trillion) in assets under management and administration, including total invested assets of $0.4 trillion (US $0.3 trillion), and segregated funds net assets of $0.3 trillion (US$0.3 trillion). We trade as ‘MFC’ on the Toronto, New York, and the Philippine stock exchanges, and under ‘945’ in Hong Kong.Manulife is an Equal Opportunity EmployerAt Manulife/John Hancock, we embrace our diversity. We strive to attract, develop and retain a workforce that is as diverse as the customers we serve and to foster an inclusive work environment that embraces the strength of cultures and individuals. We are committed to fair recruitment, retention, advancement and compensation, and we administer all of our practices and programs without discrimination on the basis of race, ancestry, place of origin, colour, ethnic origin, citizenship, religion or religious beliefs, creed, sex (including pregnancy and pregnancy-related conditions), sexual orientation, genetic characteristics, veteran status, gender identity, gender expression, age, marital status, family status, disability, or any other ground protected by applicable law. It is our priority to remove barriers to provide equal access to employment. A Human Resources representative will work with applicants who request a reasonable accommodation during the application process. All information shared during the accommodation request process will be stored and used in a manner that is consistent with applicable laws and Manulife/John Hancock policies. To request a reasonable accommodation in the application process, contact [email protected] & BenefitsThe annual base salary for this role is listed below.Primary LocationToronto, OntarioSalary range is expected to be between$107,730.00 CAD - $200,070.00 CADIf you are applying for this role outside of the primary location, please contact [email protected] for the salary range for your location. The actual salary will vary depending on local market conditions, geography and relevant job-related factors such as knowledge, skills, qualifications, experience, and education/training. Employees also have the opportunity to participate in incentive programs and earn incentive compensation tied to business and individual performance.Manulife offers eligible employees a wide array of customizable benefits, including health, dental, mental health, vision, short- and long-term disability, life and AD&D insurance coverage, adoption/surrogacy and wellness benefits, and employee/family assistance plans. We also offer eligible employees various retirement savings plans (including pension and a global share ownership plan with employer matching contributions) and financial education and counseling resources. Our generous paid time off program in Canada includes holidays, vacation, personal, and sick days, and we offer the full range of statutory leaves of absence. If you are applying for this role in the U.S., please contact [email protected] for more information about U.S.-specific paid time off provisions.