Senior Data Scientist (m/f/d) - Business Intelligence Application

ABOUT YOU SE & Co. KG; Deutschland; Vor Ort; EUR 55.000 - 90.000; Vollzeit

Zusammenfassung

An established industry player is seeking a Senior Data Scientist to enhance their Business Intelligence Application. In this role, you will leverage your expertise in machine learning and data science to design innovative algorithms that power personalized shopping experiences. You will take ownership of deploying solutions into production, ensuring high performance and scalability. This dynamic environment encourages your ideas and contributions, allowing you to make a significant impact. Join a diverse team that values collaboration and continuous improvement, and enjoy the benefits of flexible working hours and a supportive workplace culture.

Leistungen

40% employee discount

Flexible working hours

Hybrid working

Internal referral program

Mobility subsidy

Support in Relocation and VISA process

Company pension scheme

Sports courses

Mental health workshops

Free choice of hardware

Qualifikationen

• 5+ years of experience as a Data Scientist with strong Python skills.
• Proven experience in deploying machine learning solutions.

Aufgaben

• Design and develop algorithms for personalized shopping experiences.
• Deploy solutions into production ensuring high performance and scalability.

Kenntnisse

Python

Machine Learning

SQL

Data Structures

Statistical Methods

Communication Skills

Collaboration

Proactive Knowledge Sharing

Ausbildung

Bachelor's Degree in Data Science or related field

Tools

BigQuery

CI/CD tools

TensorFlow

PyTorch

Docker

Jobbeschreibung

Company Description

Job Description

We are looking for a Senior Data Scientist (m/f/d) to be part of the development of our Business Intelligence Application. Our BI APP circle is embedded in our new circle cluster "Customer & Shop Intelligence", which is in charge of driving a personalized and inspirational shop experience.

Our BI-APP Team uses data from across the company and transforms it into logics & scores, used to provide the best personalized user shopping experience. You will develop the algorithms powering our recommendations.

What you will do

1. Design and develop innovative algorithms to power a personalized shopping experience, leveraging cutting-edge machine learning techniques
2. Deploy your solutions into production, taking full ownership and ensuring high performance and scalability
3. Combine your data science expertise with a pragmatic, agile approach to find innovative solutions and drive measurable results within a fast-paced environment
4. Challenge the status quo by identifying areas for improvement in existing recommendation systems, particularly those relying heavily on business logic, and propose data-driven solutions
5. Thrive in a dynamic, fast-paced environment with a flat hierarchy, where your ideas and contributions can make a real difference

Who you are

1. At least 5 years of experience in working as a Data Scientist
2. Proficiency in Python or experience with at least one scientific computing language (e.g., MATLAB, R, Julia, C++)
3. Strong SQL skills with experience in analytical or transactional database environments
4. Proven experience in building and deploying machine learning solutions that deliver tangible business value
5. Strong understanding of data structures, algorithms, and tools for efficiently handling large datasets (e.g. pandas, numpy, dask, arrow, polars, ...)
6. Experience designing, building, and managing data pipelines
7. Familiarity with cloud-based model training and serving platforms (e.g., GCP Vertex AI, Amazon SageMaker)
8. Solid understanding of statistical methods for model evaluation
9. Big Data: Experience analyzing large datasets using statistical and machine learning techniques
10. Excellent written and verbal communication skills in English.
11. Ability to effectively communicate complex machine learning concepts to both technical and non-technical stakeholders
12. Proven ability to collaborate effectively within a team to establish standards and best practices for deploying machine learning models
13. A proactive approach to knowledge sharing and fostering a quick development environment

Nice to have

1. Experience with BigQuery
2. Familiarity with CI/CD tools (e.g., GitLab CI/CD, Hashicorp Terraform)
3. Experience with generative AI frameworks (e.g., LangChain)
4. Understanding of recommendation systems in e-commerce and retail
5. Knowledge of time series and (graph) neural network models
6. Familiarity with statistical testing and Gaussian Processes
7. Strong Knowledge of Computer Vision libraries, (e.g. OpenCV, TensorFlow, PyTorch)
8. Experience maintaining Machine Learning pipelines through MLOps frameworks (e.g. MLFlow, Kubeflow, ...)
9. Experience with deep learning libraries (e.g., TensorFlow, PyTorch)
10. Experience building interactive dashboards (e.g. using Streamlit, Voila, Gradio)
11. Experience with GCP or AWS, including infrastructure-as-code and CI/CD pipelines
12. Practical knowledge of Docker

What you will get on top

1. 40 % employee discount in our shop
2. Flexible working hours or paid overtime
3. Hybrid working
4. Internal referral program
5. 16,80€ mobility subsidy
6. Support in Relocation and VISA process
7. International & diverse working environment
8. Company pension scheme
9. Sports courses: e.g. gym membership and internal sport teams
10. Laracast & Egghead Account
11. Mental health & wellbeing workshops
12. Inhouse parcel station
13. Exclusive discounts via "Corporate Benefits"
14. Participating in Employee Share Program
15. Language courses
16. Free choice of hardware (Mac or Windows)
17. Weekly changing benefits
18. Bike-Leasing (Swapfiets)
19. State-of-the-art Technologies