AI Architect

4 weeks ago

Montréal QC, Canada sourcevolution Full time

Analyze, design, document and lead the production of architecture deliverables (ex: target blueprints, gap analysis, technology choices, governance decisions records, etc.) and collaborate with various technical and business teams, with the prime objective of supporting the implementation of a self-service, on-demand AI product development platform, to better serve the data scientist and developer communities within our Lab.

Langues parlées et écrites / Languages spoken and written: English, French

Niveau d’expérience / Level of experience: Intermediate

Années d’expérience / Years of experience: 5 years or more in architect role

Exigences minimum/ Minimum requirements:

• Knowledge and applied experience with the implementation of various DevOps paradigms (ex: DataOps, DevSecOps, MLOps, etc.).

• Strong documentation, communication, and collaboration skills.

• Excellent at explaining complex and technical ideas to various stakeholders.

• Excellent understanding of Machine Learning and Artificial Intelligence concepts.

Technologies demandées / Technologies required:

• AI/ML-Ops platforms (ex: ML-flow, Airflow, Triton)

• AWS: Containers (ECS), Serverless (Lambda, S3, DynamoDB, API Gateway, Step Function)

• Amazon SageMaker and/or Databricks.

• CI/CD (Gitlab, Github Action)

• Terraform and IaC concepts.

• Container management platforms (ex: OKE/K8s)

Autres exigences / Other requirements:

• Knowledge and experience with the use and deployment of API gateways

• A bachelor’s degree in information technology/software engineering or any equivalent combination of education and experience

• Experience leveraging an architecture framework / methodology such as TOGAF (an asset)

Certifications et/ou expérience / Certification and/or experience:

• AWS Certified Architect Associate (required), Professional (an asset)

• AWS Certified DevOps Professional (an asset)

• AWS Machine Learning Specialty (an asset)

• Databricks Data Engineer or ML Specialist certification (an asset)

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