Responsible AI Ops Solution Architect
Job Summary
Application Deadline:
Address:
100 King Street WestJob Family Group:
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 retrain 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 BMOs 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.
Qualifications:
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.
Salary:
Pay Type:
The above represents BMO Financial Groups pay range and type.
Salaries will vary based on factors such as location skills experience education and qualifications for the role and may include a commission structure. Salaries for part-time roles will be pro-rated based on number of hours regularly worked. For commission roles the salary listed above represents BMO Financial Groups expected target for the first year in this position.
BMO Financial Groups total compensation package will vary based on the pay type of the position and may include performance-based incentives discretionary bonuses as well as other perks and rewards. BMO also offers health insurance tuition reimbursement accident and life insurance and retirement savings plans. To view more details of our benefits please visit: Us
At BMO we are driven by a shared Purpose: Boldly Grow the Good in business and life. It calls on us to create lasting positive change for our customers our communities and our people. By working together innovating and pushing boundaries we transform lives and businesses and power economic growth around the world.
As a member of the BMO team you are valued respected and heard and you have more ways to grow and make an impact. We strive to help you make an impact from day one for yourself and our customers. Well support you with the tools and resources you need to reach new milestones as you help our customers reach theirs. From in-depth training and coaching to manager support and network-building opportunities well help you gain valuable experience and broaden your skillset.
Note to Recruiters: BMO does not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to BMO directly or indirectly will be considered BMO property. BMO will not pay a fee for any placement resulting from the receipt of an unsolicited resume. A recruiting agency must first have a valid written and fully executed agency agreement contract for service to submit resumes.
Required Experience:
Staff IC
About Company
We cover the whole balance sheet, from foreign exchange, trade finance and treasury management to corporate lending, securitization, public and private debt and equity underwriting. Our team of experts can also provide a full range of advisory services, along with industry-leading res ... View more