Data Scientist @ Databox
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Opis delovnega mesta
Databox, a fast-growing SaaS company that helps other companies monitor and improve their business performance, is looking for an experienced Data Scientist with solid statistics and coding fundamentals, who will work on data preparation tasks, data analysis & visualizations, build machine learning models, design and evaluate experiments, and apply data mining techniques to large datasets.
Our Product and Engineering team has 45 members with extensive experience in UI/UX design, frontend/mobile/backend development, product growth, and analytics. Our backend infrastructure is split into several major components including data calculations (crunching user data), data rendering, application business logic, and other traditional MVC components. The majority of our applications and services are built using Node.js, Typescript, Python, PHP and .NET. PostgreSQL is used for our databases and our main data warehouse. The amount of our data is growing rapidly and turning insights into actions is becoming more and more important.
As our needs evolve, we keep exploring new tools and ideas and love working alongside people who are willing to try new things. Mentoring, code reviews, writing tests, and engaging in blameless postmortems are only some of our core engineering principles. We celebrate achievements, encourage personal growth, structure knowledge sharing, and have fun doing it all.
Collect and combine data from multiple sources and perform cleansing steps
Perform data mining tasks to find insights and patterns
Prepare efficient visualizations to present findings
Design, develop and evaluate ML models
Design experiments to make data-driven decisions
Collaborate with product and engineering development teams
Od kandidatov zahtevamo
3+ years of relevant experience in data preparation, analysis and visualizations
Extended programming experience in Python or R
Great SQL knowledge
Great Experience with data manipulation techniques
Experience in data mining (finding anomalies, correlations, patterns)
Experience with data preparation for machine learning
Knowledge of statistical and machine learning techniques (time series analysis, regression, classification, clustering etc.)
Good understanding of evaluating ML models
Basic ML deployment skills (Git, CI/CD, containers, code testing...)
Comfortable with using visualization tools like D3, Plotly or ggplot
Nice to have
Experience with cloud computing platforms
Understanding of big data technologies (Hadoop, Spark, Kafka,…)
Experience with machine learning operations (MLOps)
We encourage our employees to challenge themselves, learn from each other, grow in their roles, and balance their work with life. We offer competitive compensation, an opportunity for personal and professional development, and a positive team atmosphere.
Databox is a remote-friendly company with over 100 team members working across the globe. This position, however, is best suitable for a candidate located near Ptuj, Slovenia, with the possibility of working from home a few times per week.
If you think we might be a match, send us your CV and a short explanation of why you think you are the right person for this position.
Klasifikacija delovnega mesta
- 3.200 - 4.200 EUR / mesec
- Delovni čas:
- redna zaposlitev
- See the requirements
- napredno znanje
Databox, a fast-growing software company, is disrupting the $16B Business Analytics industry. By providing a free-to-start, easy-to-setup option for small and medium-sized businesses, we help track performance metrics from popular business software tools in one application on any device.
Mission: Our mission is to help deliver business intelligence to the millions of companies who are desperate for a way to predictably improve their company’s performance using data.
Zakaj bi želel delati za vas
By joining Databox, you will have an opportunity to work in our headquarters in Ptuj, Slovenia, with highly qualified engineers that will provide you knowledge and experiences much needed for your personal and professional growth. We will take you to the funny team buildings, team events, cover your gym membership, and provide you with top-notch working equipment. Our kitchen is always full of cold drinks, fruit, and snacks. However, since our team and customer base is distributed globally across several countries with concentrations of team members in Slovenia (Ptuj and Ljubljana), US (Boston, MA) and Serbia, this is an opportunity to work in a company with a flexible schedule, location, and travel opportunities.
- Uporabljamo programsko opremo za nadzor izvorne kode (source control)
- Uporabljamo rešitev za spremljanje baze napak (bug database)
- Uporabljamo najboljša orodja, ki se jih dobi na trgu
- Obstaja terminski načrt razvoja
- Programiramo skladno s pisno specifikacijo
- Napake odpravimo pred pisanjem nove kode
- Zaposleni imajo mirno delovno okolje
- Iskalci zaposlitve na intervjujih programirajo
- Zaposlenim zagotavljamo prostor za malice
- Zaposlenim nudimo sprostitvene aktivnosti zunaj delovnega časa