Specialist System data Integration Full-time Job
Nov 29th, 2023 at 05:35 Application Developer Montréal 103 views Reference: 9Job Details
The role of Specialist System Integration is to ensure successful deployment of advanced infrastructure, telecom, Industrial IoT, software development, application, and technology solutions, systems and services. The Expert ensures that all business requirements are met by team members and projects, and contributes to the global evolution of CN’s I&T.
Clients can be from within CN’s I&T team or direct lines of business. The specialist must build a full-time automated service between systems in the cloud for the positive train control with the machine learning and AI. Be part of the system architecture for infrastructure as a code and Work CI\CD tool with azure DevOPS . Be part of the technology exploration service to build the evolution of the existing services. Develop and maintain a virtualized and containerized infrastructure. Building test code, new design and optimisation monitoring tool. Be part of the DevOPS team and lead after action review for operation support.
MAIN RESPONSIBILITIES
· Full stack development of AI Feature and application in various area.
· Identify Models to be used and improve model accuracy
· Participate in the product definition, especially around the aspect of AI, machine learning, to translate complex business requirement into concrete technical solution.
· Create new optimisation for Infra monitoring with integration with third party or internal script(s).
· Develop new way to get information from the application to get more data for the monitoring
· Use the data in the log management for pattern recognition
· Develop cloud design pattern for availability, data management, design and implementation, management and monitoring.
· Build the structure for process and documentation
· Be able to build solution with the Azure, Google cloud platform and DevOps marketplace.
· Evolve and build best practice materials
· Enable development teams to leverage cloud-native architectures with new and existing applications.
· Build workshops and labs about cloud technologies, cloud operations, containers, orchestrators and microservices.
· Be the technical leader for the system integration dev ops
MINIMUM REQUIREMENTS
· Minimum of 10 years of experience.
· Computer Science or Engineering degree
· Strong knowledge in cloud computing
· Strong familiarity with CNN for objects detection, segmentation and classification.
· Familiarity with machine learning application to time series analysis.
· Experience with Tensorflow, Keras, Spark, Opencv, Pytorch, etc
· Strong Knowledge in machine learning or AI feature and application in the SaaS software
· Experience with Natural language processing, text understanding, classification, pattern recognition, recommendation systems, targeting systems, ranking systems or similar
· Strong knowledge of CI/CD tools (Jenkins, Gitlab CI, Github Actions, etc)
· Able to code in Python, Java.
· Strong knowledge how to monitor application and infrastructure
· Knowledge in logs management, application monitoring, infrastructure monitoring
· Knowledge of monitoring and logging for containers and orchestrators.
· Familiar with ISO30162 and IoT
ASSETS
- Master or Ph.D in Computer Science, AI, machine learning or related technical field.
- Strong knowledge in cloud computing (Azure, Google)
· Knowledge of networking, security and protocol
· Knowledge of python
· PTC and Rail industry experience
· IoT experience
· Devops Certification
· Azure certification (developing solution)
· Google certification