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Data Engineer
hace 3 meses
Purpose of Position:
Data sits at the heart of the company.
This role is to ensure that Awin is able to leverage the data it has access to across the group and build out reporting to ensure we are able to make better commercial decisions and provide best-in-class campaign management to support client facing departments.
As an AI/ML Engineer, your responsibility is to research, build and design and automate predictive models along with metrics to track there progress.
You are a strong team player, able to work with mínimal supervision and keen to implement and improve our standards and working practices.
Within the role, you are able to break down requirements with clear instructions.As a member of Data Services department you will be working with a global team of data engineers and data analysts amongst other big data engineers within the organization.
Join our team in Germany, Spain, or the UK - you can choose.
Key Tasks:
- Write clean, elegant and maintainable code with Data engineering and AI/ML best practices
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
- Find new ways solve complex business problems with self improving automated predictive models.
- Evaluate existing models and recommend improvements for better result and performance efficiency
- Develop best practices for building and orchestrating predictive models.
- Be responsible for quality, accuracy and interpretation of the result sets.
Skills & Expertise:
- Strong background in data science, data engineering, business intelligence, business administration or an education with focus on math and statistics / data engineering is preferred
- 2+ years' experience as data engineer on AI/ML project with Python, R or similar
- Strong experience with Microsoft Azure data engineering pipelines (Azure Data Factory, Azure Data Bricks, ADLS, Azure Event Hub, Azure SQL DB)
- Strong knowledge of scrum practices and agile mindset
- Very strong knowledge of Python (NumPy, Pandas, Scikit-Learn, Kera, Flask), R
- Very strong knowledge in designing end to end ETL solution using Microsoft Azure technology to find available datasets that could be used for training
- Strong knowledge with cloud services (Azure and AWS) and experience with BI/Data Analysis technologies
- Big data, Data bricks, Spark, Scala and/or JSON experience is preferred
- Very strong analytical skills to translate business need into actions with proactive approach to task and challenges, delivering project on time and budget
- Very strong understanding of the principles of machine learning
- Very strong project and process management competency, keen to deliver your project on time/budget without compromising on quality and results
- Team player, willing to improve yourself
Our Offer:
- With worklife balance at the forefront of Awin's ethos, we have implemented the Flexi Week, a 4day week on a trial basis enabling our employees to have more time for family, friends, hobbies or anything else
- Flexible working hours and a hybrid working model
- Take care of your mental wellbeing with access to various mental health initiatives and support
- Numerous training opportunities to nurture selfdevelopment
- Two paid days off per year, during working hours to volunteer with a community organisation
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