Data Scientist
1 month ago
Data Scientist
THE OPPORTUNITY
This is a unique opportunity for you who knows it’s important to use big data quantities to make the right decisions in a modern digital business. We have 200 TB of data in our data lake - and it increases exponentially. By the month, 300 TB are being processed. Data Intelligence at Boozt is moving fast and the need for high quality data and efficient pipelines are greater than ever. Your engineering problem-solving mindset will help solve this challenge.
Everyday, several thousand product and brand images are being processed by one of our many image recognition tools - to undergo object detection, categorization and automatic post-processing. Incoming emails and product reviews go through the keen eye of our text classification. We’re exploring how automation can help our Finance department. We’re building the next big thing, a portal for our brands that’s ripe with insights. And much more.
We have actual real-world problems. Some of them can be solved by machine learning. And our solutions often turn out to make a huge difference to our co-workers and customers. Our solutions are run on an on-demand server-less infrastructure that allows us to pick the tools we find best for each task - maybe it’s a ML model being run on a Cloudrun app, a Dataflow pipeline or a BigQuery table. We stand on the shoulders of Google Cloud Platform whose services are integrated into almost every process of the Boozt Platform team.
The core of this team is a blame-free environment where we are curious, diverse and open-minded. Here we are driving our own projects and collaborating in the big picture making sure everything combines to a great development environment. We believe that we grow together and can be mentors to each other.
THE TEAM
Our Data Intelligence team assists business units from all over the company with pipelines running every day performing feature generation, model training and data aggregations. You will work closely with other data scientists, data engineers and data analysts, while also acting as a consultant to our business collaborators.
WHAT YOU WILL DO
Use BigQuery to analyze and extract relevant business data to help automate and optimize key processes
Orchestrate pipelines which handles everything from feature generation to model training using Dataform and Airflow/Google Cloud Composer
Deploy your Python machine learning models on services such as Cloudrun and Google Vertex AI
Develop rule-based tools and statistical models for when they can do the job just as well as AI
Take a large responsibility in the implementation and project management of YOUR project - with the help from your data science coworkers, team lead and other developers.
Take active part in growing the reach of Data Intelligence at Boozt by keeping an eye out for great use cases and pitching your ideas - chances are we are all ears
Be given the opportunity to communicate your learnings and results - either at our widely popular internal “Fika” talks or at conferences if you wish
YOUR PROFILE
A relevant theoretical education and hands-on experience with treating data through analysis, modeling etc. – preferably using Python.
Preferably already experienced within some machine learning disciplines such as image recognition or generative AI.
Trained in implementing algorithms efficiently and measuring their performance
Familiarity with cloud technologies – preferably within the Google Cloud Platform
Interest or experience within MLOps
To be successful in this role you have an analytical and business strategic mindset. You are comfortable communicating your results to diverse audiences. At last, you are a curious person eager to learn but also share your knowledge with others.
TECHNICAL KEYWORDS: Python, SQL, Google BigQuery, Google Vertex AI, TensorFlow, Airflow, Dataform, DBT and more.
BOOZT PERKS
Great personal and internal career development
A culture that incorporates our values of trust, freedom and responsibility
Flexible work environment
Driven and passionate international colleagues
A generous employee discount
Lunch, coffee, veggies and fruits for all, and Friday socials
Milestone celebrations
A LITTLE BIT ABOUT US
We are one of the leading e-commerce players in the Nordics. We offer our customers fashion, kids, sports, beauty, and home on Boozt.com and Booztlet.com. You can find our headquarters in Malmö, Sweden, our Boozt Innovation Lab in the heart of Copenhagen, a data intelligence team in Aarhus, Denmark, our two tech offices in Vilnius, Lithuania and in Poznan, Poland, and our fully automated warehouse in Ängelholm (one of the worlds biggest AutoStores). Our Boozt family consists of +1100 employees from 38+ nationalities; we believe that our diverse teams help us build an innovative and vibrant workplace. Would you like to join us on our exciting journey?
We are an equal opportunity employer that embraces diversity and inclusiveness.
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