Machine learning developer

Company Description


AFRY is a European leader in engineering, design, and advisory services, with a global reach. We accelerate the transition towards a sustainable society.
We are 16,000 devoted experts in infrastructure, industry, energy and digitalisation, creating sustainable solutions for generations to come.




Job Description


Are you passionate about Machine Learning? Do you know your way around data?
At AFRY we are looking for a senior data engineer that loves to grow and innovate tomorrows solutions to strengthen our capabilities in Machine Learning.
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 ML Developer you focus on
Understanding business objectives and developing models that help us achieve them, along with metrics to track their progress
Finding, suggesting and implementing the best ML algorithm based on the project goals
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
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production



We value your personality and mindset, as well as previous work experience. We see that you have documented knowledge in Data Science through work & education.




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
Great communication and collaboration skills
We require that you are fluent in verbal and written English, Swedish is a merit.



You should also be strong in:
Cloud development (Azure, GCP or AWS)
Python and Java (or C#/Scala/Kotlin)



We expect that you have a solution-oriented attitude and enjoy working in an ever-changing environment, that you like interacting with people and working on group projects. You should have a genuine interest in new technology and exploring new things, learning comes natural to you.
And of course, we believe that you have a strong interest in digitalization!




Additional Information


Contact:
Hampus Londögård
Teamleader - Future Technologies
Hampus.Londogard@afry.com
+46 10 505 18 40
AFRY is committed to creating an inclusive & diverse environment and we are actively looking for qualified candidates irrespective of gender, gender identity, sexual orientation, ethnicity, religion, disability, or age. You will be part of a global and diverse company where our differences are our strengths. Join us to accelerate the transition towards a sustainable society.