Artificial Intelligence Developer

2 weeks ago

SaintBrunodeMontarville, Quebec, Canada ISAAC Instruments Full time

Job Title: Artificial Intelligence Developer

At ISAAC Instruments, we are seeking an experienced Artificial Intelligence Developer to join our Data & AI team. As a key contributor, you will be responsible for packaging models, automating workflow, deploying AI models, and monitoring their performance.

Responsibilities:

  • Build endpoints to serve ML models in production
  • Implement ML Ops to monitor inference performance, scalability, and availability
  • Design and develop user-friendly applications based on AI models
  • Manage data science infrastructure to streamline model development and deployment
  • Architect, develop, optimize, and own the deployment of ML functionalities into production systems
  • Design and evaluate new approaches for handling high-volume real-time data streams in an inferencing environment
  • Define best practices for code, APIs, and frameworks that will lay the foundation for MLOps capabilities
  • Propose appropriate tools (languages/libraries/frameworks) for implementing projects
  • Model testing, production, and deployment, and continuous integration/delivery

Qualifications:

  • Bachelor's degree in Computer Science, Data Science, Engineering, Operation Research, Statistics, or other related quantitative fields
  • 1-2 years of experience developing customer-facing, production-grade machine learning solutions
  • Hands-on experience with large-scale systems in software engineering
  • Experience in productionizing code through DevOps pipeline (git, Jenkins pipeline, code scan)
  • Familiarity with big data processing and building data APIs
  • Working experience in building and deploying machine learning models as REST-based API using Flask
  • Strong software development skills with proficiency in Python
  • Advanced working SQL knowledge and experience working with relational databases and SQL
  • Experience working with cloud native architecture (PaaS) using Azure stack preferably and experience with Azure ML, DataBricks (Spark), Azure Data Factory will be an asset
  • Expertise delivering analytics & machine learning products, with a deep understanding of agile product delivery in an enterprise environment

Additional Information:

ISAAC Instruments values its collaborators and offers a stimulating work environment focused on innovation, enthusiastic and collaborative teams, competitive salaries and benefits, and various social activities.

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