Artificial Intelligence Developer

3 days ago

SaintBrunodeMontarville, Quebec, Canada ISAAC Instruments Full time

Job Title: Artificial Intelligence Developer

Are you looking for a challenging role in a fast-growing company? ISAAC Instruments is seeking an AI Developer to join our Data & AI team. As one of the leading providers of fleet management solutions across Canada, we are expanding our market share in the United States, a transportation market with immense potential.

The AI Developer will be responsible for packaging models, automating workflow, deploying AI models, and monitoring their performance. The ideal candidate should have a good understanding of data science, data engineering concepts, application development, API design, cloud computing, and ML Ops.

Responsibilities

  1. Build endpoints to serve ML models in production.
  2. Implement ML Ops (monitor inference performance, scalability, availability, model deployment, retraining pipelines, etc.).
  3. Develop a clear understanding of how to convert a model into a user-friendly application.
  4. Manage the data science infrastructure to streamline model development and deployment.
  5. Design and evaluate new approaches for handling high-volume real-time data streams in an inferencing environment.
  6. Define best practices for code, APIs, and frameworks that will lay the foundation for MLOps capabilities.
  7. Propose appropriate tools (languages/libraries/frameworks) for implementing projects.
  8. Model testing, production, and deployment, and continuous integration/delivery.
  9. Work as part of a team, with frequent interactions with data scientists, data analysts, cloud solution architects.

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. Experience with automated data quality frameworks is a plus.
  • 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.

Additional Information

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

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