Competencies (Technical / Behavioral Competency)
Must-Have
(Ideally should not be
more than 3-5) AI / ML, Azure ML Studio, AI / ML On Databricks, Python & CICD Devops. Supervised and unsupervised ML and Predictive Analytics using Python
- Feature generation through data exploration and SME requirements
- Relational database querying
- Applying computational algorithms and statistical methods to structured and unstructured data
- Communicating results through data visualizations Programming Languages : Python, PySpark
- Big Data Technologies : Spark with PySpark
- Cloud Technologies : Azure (ADF, Databricks, Storage Account Usage, WebApp, Key vault, SQL Server, function app, logic app, Synapse, Azure Machine Learning, Azure DevOps)
- RBAC Maintenance for Azure roles.
- Github branching and managing
- Terraform scripting for Azure IAA
- Optional : GCP (Big Query, DataProc, Cloud Storage
Good-to-Have
SN Responsibility of / Expectations from the Role
1 Designing, developing, and deploying AI solutions on the Azure platform