Data Scientist to AFRY X in Malmö
Company Description
Welcome to AFRY X, a part of AFRY, and a digital leader and powerhouse in the industrial Internet of Things, Artificial Intelligence, design and cyber security. The urgent need for sustainable transition in society is paving the way for rapid digital-driven change. As digital technologies reshape all industries, the implications for businesses are broad, and so are the opportunities to make an impact. In AFRY X we have brought together our leading digital expertise and key digital technologies in one place to help clients to accelerate their digital transition.
Job Description
Are you passionate about Machine Learning? Do you know your way around data?
As a data scientist you’ll be part of a small team where the full lifecycle of the Machine Learning integration is considered, from data analysis to deployment and scaling. The team will deliver end-to-end solutions and help out at certain steps along the development. This means that all tasks ranging from data collection, analysis, cleaning, and pre-processing, to training models and deploying, to production will be worked upon.
As a Data Scientist you focus on the Analysis and Preparation part of the lifecycle, including:
- Understanding business objectives
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Verifying data quality, and/or ensuring it via data cleaning
- Create features, pre-processing and augmentation
- Extract, Transform, Load (ETL)
Qualifications
- Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture
- In-depth knowledge of mathematics, statistics, and algorithms
- Expertise in visualizing and manipulating big datasets
- Strong analytical and problem-solving abilities
- We require that you are fluent in verbal and written English, Swedish is a merit.
You should also be strong in:
- Python
