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artificial intelligence (AI) designer
Title posted on CareersInFood.com - AI Developer - ML systems (ABAP)
Posted on April 24, 2024 by Employer details The Judge Group
Job details
Our client is currently seeking a AI Developer - ML systems (ABAP) with experience deploying AI/ML solutions with technically robust lifecycle management (e.g., new releases, change management, monitoring and troubleshooting) and infrastructural support.This job will have the following responsibilities:Work in agile pods to design and build cloud hosted, ML products with automated pipelines that run, monitor, and retrain ML ModelsDesign AI/ML apps and implement automated model and pipeline adaption and validation working closely with data scientists and data engineersSupport the full MLOps life cycle of new and existing ML applications (e.g., new releases, change management, monitoring and troubleshooting).Work as ML systems architecture design SME (e.g., develop and maintain enterprise standards, user guides, release notes, FAQs)Build processes supporting seamless ML integrations (e.g., app monitoring, troubleshooting, life cycle management and customer support)Qualifications & Requirements:Experience in data science, statistics, software engineering, modular design and design thinking.Experience developing CI/CD pipelines for AI/ML development, deploying models to production, and managing the lifecycle in a regulated environment.Experience building and deploying data science apps with large scale data and ML pipelines and architectures.Experience working in an agile pod supporting and working with cross-functional teams.Good understanding of ML and AI concepts and hands-on experience in development, deployment and agile life cycle management of data science apps.Graduate degree in Computer Science, Information Systems, Software Engineering or another quantitative fieldAbility to work across the full stack and move fluidly between programming languages (e.g.: Python, SQL, Spark) and ML frameworks (e.g.: Airflow, MLFlow, Argo)Experience in cloud and high-performance computing environmentsExperience in AWS (e.g.: S3, Lambda, SageMaker, EKS, CloudWatch)Knowledge of relational and non-relational databasesNice to have knowledge of visualization technologies (e.g.: Tableau, PowerBI)Experience in development, deployment and operations of AI/ML modelling of complex datasetsExperience in developing and maintaining APIs (e.g.: REST, gRPC)Experience specifying infrastructure and Infrastructure as a code (e.g.: Docker, Kubernetes, EKS, Terraform)Mentoring and/or technology evangelism/advocacy experience preferred- LocationToronto, ON
- SalaryNot available
- Terms of employment Permanent employmentFull time
- Start date Starts as soon as possible
- vacancies 1 vacancy
- In-house position at the agency
- Source CareersInFood.com #1657741
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