We are #VLteam – tech enthusiasts constantly striving for growth. The team is our foundation, that’s why we care the most about the friendly atmosphere, a lot of self-development opportunities, and good working conditions. Trust and autonomy are two essential qualities that drive our performance. We simply believe in the idea of “measuring outcomes, not hours”. Join us & see for yourself!
One of the available projects: T-Rex
Project Scope
In collaboration with a prominent UK-based retailers data science team, we create solutions for personalisation challenges, such as web-page product recommendations. The main objective is to deliver well-engineered components that enable work on modelling and experimentation in a hybrid-cloud environment. The ultimate goal is to provide an end-to-end experience stretching from pure data, training different models, and creating APIs to deliver self-improving models.
We:
Tech Stack
Python: (3.7+) with complete typing PySpark: base for our ETL Azure (incl. Azure ML): model training and serving Tensorflow, pandas, scikit-learn, scipy, nltk Jenkins, Azure DevOps, Terraform, Git @ GitHub
Project Challenges
Personalisation models use tens of terabytes of input data. We leverage the Hadoop on-prem cluster to extract significant business features and transfer them to the cloud. We adopted the hybrid-cloud model to iterate faster on the business use cases given to us by data scientists.
Team
The team consists of a Technical Lead and 3-4 Engineers in Poland. These people collaborate closely with the clients UK-based Data Science Unit.
For more projects, check out our website.
Don’t worry if you don’t meet all the requirements. What matters most is your passion and willingness to develop. Moreover, B2B does not have to be the only form of cooperation. Apply and find out!
We are #VLteam – tech enthusiasts constantly striving for growth. The team is our foundation, that’s why we care the most about the friendly atmosphere, a lot of self-development opportunities, and good working conditions. Trust and autonomy are two essential qualities that drive our performance. We simply believe in the idea of “measuring outcomes, not hours”. Join us & see for yourself!
One of the available projects: T-Rex
Project Scope
In collaboration with a prominent UK-based retailers data science team, we create solutions for personalisation challenges, such as web-page product recommendations. The main objective is to deliver well-engineered components that enable work on modelling and experimentation in a hybrid-cloud environment. The ultimate goal is to provide an end-to-end experience stretching from pure data, training different models, and creating APIs to deliver self-improving models.
We:
Tech Stack
Python: (3.7+) with complete typing PySpark: base for our ETL Azure (incl. Azure ML): model training and serving Tensorflow, pandas, scikit-learn, scipy, nltk Jenkins, Azure DevOps, Terraform, Git @ GitHub
Project Challenges
Personalisation models use tens of terabytes of input data. We leverage the Hadoop on-prem cluster to extract significant business features and transfer them to the cloud. We adopted the hybrid-cloud model to iterate faster on the business use cases given to us by data scientists.
Team
The team consists of a Technical Lead and 3-4 Engineers in Poland. These people collaborate closely with the clients UK-based Data Science Unit.
For more projects, check out our website.
Requirements: Python, CI/CD, MLOps, Azure, Spark, Docker, Kubernetes, ML, Java/Scala Additionally: Building tech community, Flexible hybrid work model, Home office reimbursement, Language lessons, MyBenefit points, Private healthcare, Stretching, Training Package, Virtusity / in-house training, Bike parking, Shower, Free snacks, Free beverages, Modern office, No dress code, Kitchen, Free coffee.