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Azure AI/ML Engineer
2 months ago
Job Description
- Azure AI Services,
- Python (R), Programming Language
- Deep learning, NLP, REST API,
- Generative AI ( Azure OpenAI, Lang chain, Embedding Models)
- Experience with Azure
- Data structure and algorithm
- RDBMS and NoSQL databases, good skill with SQL
- Function: Retail Domain.
Roles & Responsibilities:
- Collaborate with Data Scientists to test and scale new algorithms through pilots and later industrialize the solutions at scale to the comprehensive fashion network of Customer
- Influence, build and maintain the large-scale data infrastructure required for the AI projects, and integrate with external IT infrastructure/service to provide an e2e solution
- Leverage an understanding of software architecture and software design patterns to write scalable, maintainable, well-designed and future-proof code
- Design, develop and maintain the framework for analytical pipeline
- Develop common components to address pain points in machine learning project, like model lifecycle management, feature store and data quality evaluation
- Provide input and help implement framework and tools to improve data quality
- Work in cross-functional agile teams of highly skilled software/machine learning engineers, data scientists, designers, product managers and others to build the AI ecosystem within Customer’s org
- Deliver on time, demonstrating strong commitment to deliver on the team mission and agreed backlog.
Skills and Abilities:
- Ability to transform proof of concept machine learning models into scalable solutions
- Ability to apply software development best practice into machine learning project, including unit test, DevOps integration, release management, test driven development, etc.
- Ability to automate development process of machine learning project by leverage state of art tools and technology like container, continuous integration and delivery, orchestration tools etc.
- Familiar with at least one of major cloud solutions, preferably Azure. Able to recommend and select right services available in cloud to address technical problem
- Good understanding and experience with software design principle and design pattern
- Good understanding of Agile and scrum methodology, keep team focus on deliver business value