Responsible AI Ops Solution Architect

BMO • Toronto, ON

2d • CA$132,600 - CA$231,000

About The Position

Researches, builds, and implements scalable artificial intelligence systems capable of learning and making predictions to business requirements. Enhances data pipelines and lakes to ensure data is clean, accurate, and optimized for machine learning models. Monitors, evaluates, and optimizes learning processes to continuously improve high-performance models. Works with other data and analytics professionals to optimize, refine, automate and scale analysis into repeatable analytics solutions and decision support tools. Designs and develops machine learning (ML) and deep learning systems. Runs machine learning tests and experiments. Trains and retrains systems to prevent drift and optimize results. Solves complex problems with multi-layered data sets, extends existing ML frameworks and optimizes existing machine learning libraries. Develops Machine Learning apps, implements algorithms, and builds tools to apply ML frameworks. Turns unstructured data into useful information by auto-tagging images and text-to-speech conversions. Develops ML algorithms to analyze huge volumes of historical data to make predictions. Runs tests, performs statistical analysis, and interprets test results. Fosters a culture aligned to BMO purpose, values and strategy and role models BMO values and behaviours in all that they do. Ensures alignment between values and behaviour that fosters diversity and inclusion. Regularly connects work to BMO’s purpose, sets inspirational goals, defines clear expected outcomes, and ensures clear accountability for follow through. Builds interdependent teams that collaborate across functional and operating groups to create the highest value for all stakeholders. Attracts, retains, and enables the career development of top talent. Improves team performance, recognizes and rewards performance, coaches employees, supports their development, and manages poor performance. Operates at a group/enterprise-wide level and serves as a senior specialist resource across BMO. Influences how teams/groups work together. Applies expertise and thinks creatively to address unique or ambiguous situations and to find solutions to multiple, interdependent, complex problems. Communicates abstract concepts in simple terms. Fosters strong internal and external networks and works with and across multiple teams to achieve business objectives. Anticipates trends and responds by implementing appropriate changes. Broader work or accountabilities may be assigned as needed. Take measured risks while protecting the bank by applying our Risk Management Framework in the execution of your role, in line with our Risk Culture and within our approved Risk Appetite, making sound and risk informed decisions that align to business strategy, protect assets, and adhere to applicable policy documents (Frameworks, Policies, Standards, Procedures and Supporting documents), laws and regulations.

Requirements

• Advanced level of proficiency: Systems Thinking.
• Expert level of proficiency: Mathematics, Statistics & Operations Research.
• Critical thinking.
• Creative reasoning.
• Computational Thinking and Programming.
• Deep Learning.
• Machine Learning.
• Scaling Models.
• Continuous Integration and Continuous Delivery/Deployment.
• ML algorithm.
• Verbal & written communication skills.
• Analytical and problem solving skills.
• Collaboration & team skills; with a focus on cross-group collaboration.
• Able to manage ambiguity.
• Data driven decision making.
• Typically 9+ years of relevant experience and post-secondary degree in related field of study or an equivalent combination of education and experience.
• Seasoned expert with extensive industry knowledge.
• Technical leader viewed as a thought leader for innovation.

Responsibilities

• Researches, builds, and implements scalable artificial intelligence systems capable of learning and making predictions to business requirements.
• Enhances data pipelines and lakes to ensure data is clean, accurate, and optimized for machine learning models.
• Monitors, evaluates, and optimizes learning processes to continuously improve high-performance models.
• Works with other data and analytics professionals to optimize, refine, automate and scale analysis into repeatable analytics solutions and decision support tools.
• Designs and develops machine learning (ML) and deep learning systems.
• Runs machine learning tests and experiments.
• Trains and retrains systems to prevent drift and optimize results.
• Solves complex problems with multi-layered data sets, extends existing ML frameworks and optimizes existing machine learning libraries.
• Develops Machine Learning apps, implements algorithms, and builds tools to apply ML frameworks.
• Turns unstructured data into useful information by auto-tagging images and text-to-speech conversions.
• Develops ML algorithms to analyze huge volumes of historical data to make predictions.
• Runs tests, performs statistical analysis, and interprets test results.
• Fosters a culture aligned to BMO purpose, values and strategy and role models BMO values and behaviours in all that they do.
• Ensures alignment between values and behaviour that fosters diversity and inclusion.
• Regularly connects work to BMO’s purpose, sets inspirational goals, defines clear expected outcomes, and ensures clear accountability for follow through.
• Builds interdependent teams that collaborate across functional and operating groups to create the highest value for all stakeholders.
• Attracts, retains, and enables the career development of top talent.
• Improves team performance, recognizes and rewards performance, coaches employees, supports their development, and manages poor performance.
• Operates at a group/enterprise-wide level and serves as a senior specialist resource across BMO.
• Influences how teams/groups work together.
• Applies expertise and thinks creatively to address unique or ambiguous situations and to find solutions to multiple, interdependent, complex problems.
• Communicates abstract concepts in simple terms.
• Fosters strong internal and external networks and works with and across multiple teams to achieve business objectives.
• Anticipates trends and responds by implementing appropriate changes.
• Broader work or accountabilities may be assigned as needed.
• Take measured risks while protecting the bank by applying our Risk Management Framework in the execution of your role, in line with our Risk Culture and within our approved Risk Appetite, making sound and risk informed decisions that align to business strategy, protect assets, and adhere to applicable policy documents (Frameworks, Policies, Standards, Procedures and Supporting documents), laws and regulations.

Benefits

• health insurance
• tuition reimbursement
• accident and life insurance
• retirement savings plans

What This Job Offers

• Job Type: Full-time
• Career Level: Senior