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Senior Data Scientist

Remote:

Full Remote

Contract:

Full time

Experience:

Mid-level (2-5 years)

Work from:

Germany

Offer summary

Qualifications:

University degree in informatics or mathematics, Core skills in statistical methods and linear algebra, 3+ years of data analysis experience, Familiarity with SQL, R, Python, Big Data tools, Fluent in English.

Key responsabilities:

Develop machine learning models for pricing behavior
Balance modern AI methods with classical methods
Create optimization systems and experimental designs
Implement model validation to assess impact
Collaborate with product management and engineering teams

Centric Software SME https://www.centricsoftware.com

501 - 1000 Employees

See more Centric Software offers

Job description

Job Summary:

Mathematics is your passion and programming your daily bread? You like to work on seemingly unsolvable tasks and are only satisfied when you have a clean solution? You can combine intelligent algorithms with suitable programming languages and infrastructure and lead to an outstanding solution? As a Data Scientist, you will work at the interface between mathematics, programming and infrastructure. You set the decisive direction in the construction of Big Data architectures and develop the appropriate algorithms.

Responsibilities:

Developing mathematical models in the area of machine learning and statistical learning that describe the effects of prices and promotions on purchasing behavior, including behavioral price effects
You are able to find and apply a middle ground between the use of flexible modern AI methods and proven classical methods
You will develop systems for optimization and "experimental design" that find the best strategies for each product
To ensure the accuracy of our models, you develop model validation (back-testing) methods to quantify the impact of our solutions on our clients' business
You work with product management to generate ideas and quickly turn them into efficient, well-tested, working code (in the Data Science area, we mainly use R and Python)
In collaboration with the engineering team, you contribute to the development of highly scalable solutions
You act as a Data Science expert both within the company and for our customers.
This includes:
- Performing custom analytics and connecting to actionable business, inventory, and pricing strategies
- Prioritizing the development of new features by evaluating potential impacts
- You will act as a point of contact for data science-related questions about our product

Qualifications:

You completed a full course of university or technical college education in (business) informatics, data science, mathematics or a comparable qualification
Core skills in: Linear algebra, hypothesis testing, Bayesian methods, regressions, maximum likelihood estimation, regressions, parametric and non-parametric estimation methods
3+ years of Hands-on experience with data analysis and the development of intelligent algorithms, ideally in the retail or consumer products industries
Experience analyzing large data sets and confidently applying appropriate analytics tools (e.g., SQL, R, Python)
Experience with Big Data environments and NoSQL (e.g. Spark, Hadoop, Hive)
Independent and team-oriented, you drive topics forward and convince with reliability and conscientiousness
Fluent in English

What we offer:

Competitive salary and benefits
A multifaceted job with a high degree of responsibility and a broad spectrum of opportunities
Opportunity to work remotely with a dedicated and motivated team
A remote work environment built on collaboration, flexibility, and respect
Varied and challenging work to help you grow your technical skillset.

Centric Software provides equal employment opportunities to all qualified applicants without regard to race, sex, sexual orientation, gender identity, national origin, color, age, religion, protected veteran or disability status or genetic information.