Machine Learning Engineer (manulife)

Job Description

Responsibilities:

JOB IS FROM: italents.netVIEW• Support data and machine learning operations lifecycle of advanced analytics and AI projects
• Design, develop, and maintain machine learning models and pipelines

• Design, develop, and maintain data pipelines, as necessa to support machine learning models

• Develops and implements ad-hoc and business analytics and reporting on projects of moderate scope

• Ability to generate relevant, actionable insights based on iterative data analysis, translate data-driven output into business language, and to make appropriate recommendations to respective business stakeholders
• Create comprehensive documentation on deliverables
• Develop business solutions from data sources across multiple systems
• Communicates technical concepts to both technical and non-technical stakeholders
• Works closely with subject matter experts to understand the data

Requirements:

• Minimum Bachelor’s degree in Math, Computer Science, or Engineering; or Bachelor’s degree with equivalent technical experience
• Minimum of 3 years of applicable experience Advanced knowledge of programming languages and concepts (g. Java, Sequel, C, SAS, SPSS, R (different modules) or Python)
• Advanced knowledge of data visualization tools such as Tableau, QlikView, PowerBI
• Advanced knowledge of data transformation knowledge of common database querying and manipulation languages such as SQL and Spark.
• Knowledge in distributed computing - Hadoop/ NoSQL/unstructured data
• Knowledge in version control systems such as git
• Basic understanding of different techniques and knowledge of machine learning algorithms.
• Basic knowledge of AI toolkits.
• Familiarity with basic statistical tests, distributions, maximum likelihood estimators, statistical modelling techniques (regression, cluster / factor / principle components, decision tree, survival analysis, etc.)
• Experience in deploying machine learning models as APIs (Flask, FastAPI, etc.)
• Experience in developing GenAI powered applications (GPT3, GPT4o, BERT, Claude, etc.)
• Experience in developing solutions on a cloud native platform (Azure data suite is a plus)

• Experience in developing applications or front end UI on PowerApps is a plus

• Previous experience in the investment and insurance business is a plus

 

About Manulife and John Hancock

Manulife Financial Corporation is a leading international financial services provider, helping people make their decisions easier and lives better. To learn more about us, visit https://www.manulife.com/en/about/our-story.html.

Manulife is an Equal Opportunity Employer

At 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 recruitment@manulife.com.