Software Engineer - MLOps Technology

BMO•Toronto, ON

3d•CA$61,600 - CA$113,900

About The Position

Drives the overall software development lifecycle including working across functional teams to transform requirements into features, managing development teams and processes, and conducting software testing and maintenance. Specific project areas of focus includes translating user requirements into technical specifications, writing code and managing the preparation of design specifications. Supports system design, provides advice on security requirements and debugs business systems and service applications. Applies deep knowledge of algorithms, data structures and programming languages to develop high quality technology applications and services - including tools, standards, and relevant software platforms based on business requirements. Translates user needs into technical specifications by understanding, conceptualizing, and facilitating technical requirements from user. Analyzes, develops, tests, and implements new software programs, and documentation of entire software development life cycle execution. Performs preventative and corrective maintenance, troubleshooting and fault rectification of system and core software components. Ensures that code/configurations adhere to the security, logging, error handling, and performance standards and non-functional requirements. Evaluates new technologies for fit with the program/system/eco-system and the associated upstream and downstream impacts on process, data, and risk. Follows release management processes and standards, and applies version controls. Assists in interpreting and documentation of client requirements. Focus is primarily on business/group within BMO; may have broader, enterprise-wide focus. Exercises judgment to identify, diagnose, and solve problems within given rules. Works independently on a range of complex tasks, which may include unique situations. 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

Foundational level of proficiency: Creative thinking
Foundational level of proficiency: Building and managing relationships
Foundational level of proficiency: Emotional agility
Foundational level of proficiency: Quality Assurance and Testing
Foundational level of proficiency: Cloud computing
Foundational level of proficiency: Microservices
Foundational level of proficiency: Technology Business Requirements Definition, Analysis and Mapping
Foundational level of proficiency: Adaptability
Foundational level of proficiency: Learning Agility
Intermediate level of proficiency: Programming
Intermediate level of proficiency: Applications Integration
Intermediate level of proficiency: Test Driven Development
Intermediate level of proficiency: System Development Lifecycle
Intermediate level of proficiency: Troubleshooting
Intermediate level of proficiency: System and Technology Integration
Intermediate level of proficiency: Verbal & written communication skills
Intermediate level of proficiency: Collaboration & team skills
Intermediate level of proficiency: Analytical and problem solving skills
Intermediate level of proficiency: Data driven decision making
Typically between 3 - 5 years of relevant experience and post-secondary degree in related field of study or an equivalent combination of education and experience
Technical proficiency gained through education and/or business experience
Must have experience in Python

Nice To Haves

Nice to have experience in stats models
Nice to have experience in scipy
Nice to have experience in numpy
Nice to have experience in AWS
Nice to have experience in AWS sage maker environment
Nice to have experience in GitHub
Nice to have testing mindset

Responsibilities

Translating user requirements into technical specifications
Writing code
Managing the preparation of design specifications
Supports system design
Provides advice on security requirements
Debugs business systems and service applications
Applies deep knowledge of algorithms, data structures and programming languages to develop high quality technology applications and services - including tools, standards, and relevant software platforms based on business requirements
Translates user needs into technical specifications by understanding, conceptualizing, and facilitating technical requirements from user
Analyzes, develops, tests, and implements new software programs, and documentation of entire software development life cycle execution
Performs preventative and corrective maintenance, troubleshooting and fault rectification of system and core software components
Ensures that code/configurations adhere to the security, logging, error handling, and performance standards and non-functional requirements
Evaluates new technologies for fit with the program/system/eco-system and the associated upstream and downstream impacts on process, data, and risk
Follows release management processes and standards, and applies version controls
Assists in interpreting and documentation of client requirements