Machine Learning Engineer
H & M Hennes & Mauritz Gbc AB / Datajobb / Stockholm
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H&M Group is on a journey to meet and exceed our customers' expectations today and tomorrow. Through collaboration, innovation, and technology we challenge ourselves and the industry. To cater to the individual needs and desires of our millions of customers, our tech organization delivers solutions for the entire value chain for all our brands.
We are accelerating digitalization and to stay relevant, we need to ensure we have strong leaders in place to bring our best capabilities, innovation ideas and talented technologists to support the transformation of H&M Group.
Job Description
As a Machine Learning Engineer, you will implement machine learning models into production by utilizing state of the art tools/algorithms and methodologies following DevOps and a test-driven development process. You will have a key role for bridging the gap between insight and actions and will work in close collaborations with the data scientists and guide them to focus not only on model performance but also on delivery stability, reproducibility, and scalability of a software product. As a Machine Learning Engineer, you are focused on value creation and growth by delivering machine learning models that enable excellent customer experience and business results.
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 H&M
Manage project delivery, planning, steering and risk to ensure that the delivery is effective and anchored to value
Handle product development and management, as well as product risk and issue management
Assist during application deployment and in needs of support
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 H&M
Deliver on time, demonstrating strong commitment to deliver on the team mission and agreed backlog
Implement and manage secure systems
Manage on-premise hardware
Qualifications
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
Additional information
If your experience, skills and ambitions are right for this role, please apply with CV in English.
Please do not send applications to individual email address, due to GDPR, we only accept applications through our career page.
We look forward to receiving your application!
H&M Group is committed to creating a diverse & inclusive environment and we are actively looking for qualified candidates irrespective of race, gender, gender identity, sexual orientation, ethnicity, religion, national origin, disability or age.
Så ansöker du Sista dag att ansöka är 2023-06-06
Klicka på denna länk för att göra din ansökan Omfattning Detta är ett heltidsjobb.
Arbetsgivare H & M Hennes & Mauritz Gbc AB (org.nr 556070-1715)
Årstaängsvägen 13 (
visa karta)
106 38 STOCKHOLM
Arbetsplats IT-Avdelning
Jobbnummer 7823601
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