Junior Data Analyst for Customer Integrations with focus on timeseries-forecasting

vor 4 Wochen

Heidelberg, Deutschland paretos GmbH Vollzeit

Paretos is the leading AI-based decision intelligence platform to make effective, data-driven decisions across entire organizations. Our product enables business users to evaluate complex data, predict future scenarios and take optimal actions based on multi-objective recommendations via a no-code UI with no prior data science knowledge needed. As a remote-first company with team members in Germany and also a few spread in Europe, we strongly believe that this ambitious path is only possible with a great and diverse team.

paretos is an inclusive company with equal opportunities for all. Our corporate culture is guided by the principles of GUNG HO - we believe in the synergy of worthwhile work, the control of achieving a common goal, and the importance of cheering each other on. We are proud to have brought together passionate, high-performing, and caring people of all genders, cultures, backgrounds, and views. Together, they all form the heart of the company and drive us to new heights every day. The combination of remote work and regular onsite-events is our key to strengthening our team spirit and to form our culture. To keep this up, we are happy to receive your application for this specific role, if you already live in the area of Heidelberg or if you’re open to relocate.

Tasks

If you want to work on real customer AI-projects for well-known brands and companies all along the supply chain you are at the right place At paretos, you will be part of the customer integration team that builds the solutions for our customer's problems based on our powerful paretos cloud platform. You will work in a cross skilled team, together with engineers, customer success managers and data analysts / scientists.

On the mission to create real business value with the right prediction- and recommendation models your work will be a mixture of:

Data Analysis:

  • Understand the business processes and problems of the customer and analyze the customer datasets in order to gain a deeper understanding and insights of the problem at hand
  • Design and conduct time series forecasting experiments with our powerful paretos platform to find out which sets of data features and machine learning setup lead to the best results and which shortcomings data- and productwise need to be improved
  • close collaboration with a highly skilled product team consisting of data scientists, engineers and product managers in fast and regular feedback iterations

Data Engineering:

  • Write sql-transformations in dbt for our snowflake database to automate the data transformation that map the customer's data to our standard data schemas
  • Implementing custom pre-and post processing in dbt and python to maximize the value for the customer and minimize the time-to-value of our onboarding
  • Setting up and monitor our automated data pipelines, which do the ELT steps, trigger our forecasting and recommendation modules and publish results

General:

  • Working together with diverse and motivated teams to create concepts how our integration, modeling and data analysis can be brought to the next level and how we can scale the approach in future
  • Applying best practices for agile development, including clean code, testing and code reviews to our customer specific implementations
  • Think outside the box and be innovative in your approach to product and feature development, demonstrating what can drive business value
Requirements

Graduate degree in Data-Science, Computer Science or a related technical field

  • Practical experience with Python
  • Hands-on experience in time series analysis and time series forecasting
  • Practical experience in SQL / relational databases (Experience with dbt is a plus)
  • Practical experience with data science libraries like pandas, NumPy, scikit-learn, Polars, pandera, xg-boost, arima or similiar
  • Practical Experience in Working with GIT
  • Proficient analytical skills
  • allocated in the area of Heidelberg or open to reallocate
  • Understanding of Software Engineering Practices is a plus
  • Motivation to work together in a team of brilliant minds and in a fast paced startup environment
  • Growth learning mindset, out-side-the box thinking and result-driven mentality
  • Fluent in English, German speaking is a plus
  • living in Heidelberg or the Rhine-Neckar-Region or willing to relocate.
Benefits

These little perks will be waiting for you if you become part of the paretos-family:

  • You are welcome to our beautiful office in Heidelberg - nut you may also work in a hybrid setup partially in the office, partially at home
  • At the office, you can test your barista skills and brew some great coffee to keep you going throughout the workday or enjoy some coffee talks with your fellow paretoneers. (You might even be awarded the next “paretos office barista of the year” at our Christmas party)
  • Talking about the team: you’ll complement a highly skilled & motivated team of paretoneers ready to hit the road and have fun along the way
  • Participate in our quaterly hacky days full of creativity and new ideas
  • We regularly enjoy professional and fun events online and IRL with the whole team
  • You’ll get the office equipment you need to show off your full potential. We believe that your capabilities shouldn’t be limited by hardware components
  • Boost your continuous learning journey with our personal learning budget
  • Work whenever it fits best for you with flexible working hours
  • Receive a mobility budget to access various kinds of transportation whilst setting off your carbon emissions
  • If you are part of the paretos dog club, feel free to bring your furry friend to the office

We are continuously expanding our benefits as we grow to ensure an environment where our team members feel comfortable and happy to work at.

This is it from our side for now. What about you? Are you ambitious to disrupt the AI and Optimization world with us? Then send us your application

Note: We encourage you to apply for this role, even if you don’t match all the requirements 100%. As long as you inherit the eagerness to learn, we are happy to be convinced that you are the right fit for us.

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