Data Engineer
3 weeks ago
Title - Data Engineer
Exp - 5-12 years
Location - Delhi
Notice period - 0-30 days
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 the Group
- 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
- Maintain a catalog of all data assets (what data is available where). Be a single point source for all data
related queries
- Building and maintaining data-lake for consumption by AA models and visualization tools by integrating data from multiple sources
- Provide inputs in deciding data-schemas
- 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 the Group
- 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.
- Experience in any one BI/ETL tool preferred (Informatica//SAP BW/Cognos BI)
- Experience with building complex data lakes and pipelines.
- Experience with Azure Synapse, Azure Data Lake (Azure Data Factory, Azure Data Bricks, Blob Storage, etc.) and Python required.
- Experience with at least one data visualization tools (e.g. Tableau/PowerBi/open source analytics)
preferred
- 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.
- 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
Education: Bachelors or masters in Computer Science or Engineering
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