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Associate Machine Learning Jobs in Ontario (NOW HIRING)

Apply advanced analytics, modelling and machine learning to improve gaming floor optimization, demand forecasting, manpower scheduling, risk evaluation etc. * Build solutions and tools to enhance ...

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Associate Machine Learning information

What is the difference between Associate Machine Learning vs Data Scientist?

AspectAssociate Machine LearningData Scientist
Required CredentialsBachelor's degree in CS, Data Science, or related field; some roles may require certifications in ML or AIBachelor's or Master's in CS, Statistics, or related; often requires experience with data analysis and programming
Work EnvironmentEntry-level, team-based projects, focused on supporting ML models and data preprocessingMore autonomous, involved in data analysis, model development, and interpretation
Employer & Industry UsageTech companies, startups, research labs; roles in AI and ML teamsWide range of industries including tech, finance, healthcare, and consulting

While both roles involve working with data and machine learning, an Associate Machine Learning typically focuses on supporting ML projects with less experience, whereas a Data Scientist has broader responsibilities including data analysis, model development, and strategic insights. The roles often overlap but differ in scope and experience level.

What are the key skills and qualifications needed to thrive as an associate machine learning engineer?

To thrive as an Associate Machine Learning Engineer, you need a solid background in mathematics, programming (especially Python), and foundational machine learning concepts, usually supported by a relevant degree. Familiarity with tools like TensorFlow, PyTorch, scikit-learn, and experience with data processing libraries and version control systems is typically required. Strong analytical thinking, problem-solving ability, and effective collaboration skills help you stand out in this role. These competencies are essential for developing robust models, working efficiently with teams, and delivering impactful data-driven solutions.

What are some common challenges faced by associate machine learning professionals when transitioning from academic projects to real-world business applications?

Associate Machine Learning professionals often find that moving from academic or theoretical projects to business-focused environments introduces new challenges. Real-world datasets can be messy, incomplete, or imbalanced, requiring additional data cleaning and preprocessing. Moreover, business timelines may require rapid prototyping and iterative model development, which is different from the more open-ended nature of academic research. Collaborating with cross-functional teams such as data engineers, product managers, and business stakeholders is also essential to align models with organizational goals. Adapting to these practical aspects is key to succeeding in an Associate Machine Learning role.

What does an associate machine learning engineer do?

An Associate Machine Learning Engineer assists in designing, developing, and deploying machine learning models under the supervision of senior engineers. They handle tasks such as data preprocessing, model evaluation, and maintaining machine learning pipelines. Associates often collaborate with data scientists, software engineers, and business teams to ensure that machine learning solutions are integrated effectively into products or services. This role is typically entry-level or early career and is a stepping stone toward more advanced machine learning positions.
What are the most commonly searched types of Machine Learning jobs in Ontario? The most popular types of Machine Learning jobs in Ontario are:
What are popular job titles related to Associate Machine Learning jobs in Ontario? For Associate Machine Learning jobs in Ontario, the most frequently searched job titles are:
What job categories do people searching Associate Machine Learning jobs in Ontario look for? The top searched job categories for Associate Machine Learning jobs in Ontario are:
What cities in Ontario are hiring for Associate Machine Learning jobs? Cities in Ontario with the most Associate Machine Learning job openings:

Associate Manager, Audit & Advisory Services

Manulife

Waterloo, ON โ€ข Hybrid

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 20 days ago


Job description

Join Manulife's Insurance Audit and Advisory Team and play a key role in enhancing governance and risk management and driving automation, ensuring our risk mitigation practices meet business, strategic and operational goals and regulatory standards. You'll collaborate with senior business partners and get exposure to significant projects, leveraging analytics and tools like Power BI to support our digital transformation. Being part of our mission to become the most digital, customer-centric company in the industry. We support Diversity, Equity, and Inclusion (DEI) programs to foster a diverse and inclusive environment that drives organizational excellence.

Learning Opportunities: As an audit professional at Manulife, you'll apply advanced tools, business analytics, machine learning, and Python to drive impactful audit outcomes. Our Audit and Advisory Services team provides rich learning opportunities, offering exposure to diverse audit strategies and specialized training, mentorship and coaching. These experiences will enhance your technical and soft skills, preparing you for advancement and new roles within the company.

Leadership and Stakeholder Exposure: This role offers a unique opportunity to collaborate with senior leaders in Segments and Group Functions. You will gain valuable insights and visibility, enhancing your leadership skills, your network and professional growth within the organization.

Position Responsibilities:

  • Execute audit and advisory assignments in accordance with department and IIA standards and target dates, reporting any scheduling or budget over-runs to Senior Manager or Director.
  • Develop adequate understanding of the risks being handled by the unit being assessed to evaluate the controls in place to mitigate these risks.
  • Assist in audit planning, executing engagements to deliver on the audit plan and assist audit leads in reporting.
  • Prepare meaningful, concise, and well-articulated audit working papers, findings and recommendations.
  • Manage and communicate expectations regarding work deadlines and deliverables.
  • Apply analytical skills and be open minded to explore different ways to audit, embrace and utilize data analytics to enhance audit coverage.
  • Actively follow up on open issues with management, maintain open communication and lead the remediation testing of issues.
  • Lead various SOX processes, facilitate SOX planning, and provide oversight during walkthrough and testing phases.
  • Develop and maintain strong relationship with management.
  • Lead, coach and mentor junior staff assisting on projects.

Required Qualifications:

  • 3 to 5 years of internal or external audit, risk management, or equivalent business or advisory/consulting experience.
  • University degree is required. A recognized accounting (CPA, CA) or auditing (CIA, etc.) designation is preferable, but not essential for candidates with good financial services industry experience.
  • Strong written and oral communication skills, ability to effectively communicate ideas and recommendations, and to listen and consider ideas of others.
  • Ability to quickly understand business processes and their risk implications, analyze complex situations, and provide value-added and practical feedback.
  • Ability to work efficiently in diverse environments and cultures.

Preferred Qualifications:

  • Good understanding of the Financial Services industry, applicable regulations, and risks is preferred.
  • Knowledge of the data analysis tools is preferred.
  • Knowledge of audit methodologies, control frameworks and risk management practices, and SOX requirements.

When you join our team:

  • We'll empower you to learn and grow the career you want.
  • We'll recognize and support you in a flexible environment where well-being and inclusion are more than just words.
  • As part of our global team, we'll support you in shaping the future you want to see.

#LI-Hybrid

The role being advertised is an existing vacancy.

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 hr@manulife.com.

Referenced Salary Location

Toronto, Ontario

Working Arrangement

Hybrid

Salary range is expected to be between

$73,725.00 CAD - $122,875.00 CAD

Employees also have the opportunity to participate in incentive programs and earn incentive compensation tied to business and individual performance. 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. If you are applying for this role outside of the primary location, please contact hr@manulife.com for the salary range for your location.

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 hr@manulife.com for more information about U.S.-specific paid time off provisions.

We use data and analytics technologies, such as artificial intelligence (AI), and automated processing tools, to analyze and process the information you provide to us or third parties in the application process. For more information, please refer to our personal information collection statement.