Senior Engineer Big Data & AI/ML- Raqmiyat, Dubai, UAE

 Senior Engineer Big Data & AI/ML- Raqmiyat, Dubai, UAE



Job Description

• 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 • Design, develop and maintain the framework for analytical pipeline • Develop common components to address pain points in machine learning projects, 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 a strong commitment to delivering on the team mission and agreed backlog • Ability to transform proof of concept machine learning models into scalable solutions • Ability to Translate business requirements into analytical requirements • 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 • Ability to understand business needs and meet through suitable solutions / products; Outstanding knowledge of IT hardware and software systems; Strong analytical, organizational and communication skills • Understanding of using numerical, statistical and analytical methods to apply to data processing • Ability to extract and present valuable information from data • Ability to understand business requirements and generate insights • Ability to build mathematical models, validate and work with them • Ability to establish priorities with clear goals and responsibilities to achieve a high level of performance • Ability to evaluate different options proactively and ability to solve problems in an innovative way. Develop new solutions or combine existing methods to create new approaches • Advise the business in the best solution from both a business and maintainability perspective
SKILLS

Machine Learning, DevOps and continuous integration, Python/Scala/Java, Docker, Kubernetes, Distributed computing, Spark and Hadoop eco system, Data structure and algorithm, RDBMS and NoSQL databases, good skill with SQL, Analytics and statistics, Mathematical modeling, Web analytics, (ex Google Analytics, Adobe Analytics ), Visual Analytics (ex Clicktale, ContentSquare ), Experimentation (ex Optimizely), Power BI, Tableau or other Data visualization tool,Alteryx, SPSS, Architecture Principles Design, Agile Architecture Delivery



Apply here:
https://raqmiyat.com/careers/

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