We are looking for a talented AI Engineer who has deep expertise in running AI and ML models within Azure Databricks. The ideal candidate will be responsible for managing large-scale data processing, implementing scalable solutions, and optimizing data pipelines within the Madeline architecture framework, utilizing Bronze, Silver, and Gold catalogues. The role requires hands-on experience with PySpark, parallel processing libraries, and the ability to build and enhance AI algorithms and visualizations in Databricks. Key Responsibilities: Data Management: Handle and process raw data using the Madeline architecture. Create robust data pipelines for Bronze, Silver, and Gold catalogues. AI/ML Model Execution: Run AI and ML models on Azure Databricks and optimize them for efficiency, scalability, and performance. Handle exception cases effectively during data processing and model execution. Notebook Development: Write efficient PySpark scripts and integrate parallel processing libraries that scale seamlessly within Azure Databricks. Data Visualization: Develop native visualizations within Databricks to present model outputs and insights. Ensure the visualizations are interactive, scalable, and easy to interpret for business users. Algorithm Optimization: Iteratively improve AI and ML algorithms through data validation, accuracy enhancement, and performance tuning. Collaborate with the data science team to refine model outputs. Testing and CI/CD Integration: Write unit tests to validate data pipelines and models. Ensure integration with CI/CD pipelines (preferably using GitHub Actions), enabling smooth deployment and workflow management. Efficient Deployment: Implement scalable solutions and manage efficient deployment of workflows within the Azure Databricks environment. Optimize resource usage and performance for AI model deployment.
AI Engineer
Job Overview
Name & Company
Right Angle Consult,
Job Title
AI Engineer
Location
Right Angle Consult,Karachi, Pakistan
Date Posted
Oct 17, 2024
Salary
PKR. 300,000 - 400,000 /Month
Industry
Business Development
Functional Area
Engineering
Total Positions
1 Post
Job Shift
First Shift (Day)
Job Type
Full Time/Permanent
Minimum Education
Bachelor
Career Level
Experienced Professional
Minimum Experience
5 Years
Apply Before
Nov 18, 2024
Courses
Extensive range of courses to choose from.
Testimonials
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