Data Scientist

Náplň práce, právomoci a zodpovednosti:
Data Scientist

The Future Begins Here
At Takeda, we are creating a future-ready organization that uses data and digital to meet the needs of patients, our people, and the planet. We need your help to make this happen. Join our new Innovation Capability Center (ICC) in Bratislava, Slovakia.
In this role at our state-of-the-art center, you will have the opportunity to grow your skills and create solutions that will benefit patients around the world. Become the heart of our internal innovation engine.

At Takeda we unite in diversity
Takeda is committed to creating an inclusive workplace, where individuals are recognized for the diverse backgrounds and abilities they bring to our company. We are continually improving workplace experience and accessibility for everyone, and welcome applications from all qualified candidates. Here, you will feel welcomed, respected, and valued as an important contributor to our Team.

The Opportunity
We’re looking for a Data Scientist to turn pharmaceutical manufacturing data into actionable insights. You’ll develop AI/ML models, predictive monitoring tools, and AI-enabled digital twins that optimize processes and ensure high product quality. At Takeda, you will work on cutting-edge AI/ML applications that directly impact product performance, quality and patient supply. You will collaborate in a forward-thinking, innovative environment and see your models make real-world impact on manufacturing processes.

RESPONSIBILITIES:
• Build and deploy AI/ML models for forecasting, anomaly detection, and process optimization.
• Write testable, versioned, packaged and clean Python code. Unit/integration testing; CI/CD (GitHub Actions/SonarQube) to Databricks jobs or containerized services; observability (logging/metrics/traces) and model monitoring and re-training.
• Work with manufacturing and laboratory datasets and handle continuous data through applying time-series analysis and signal processing.
• Collaborate with manufacturing science engineers, scientists, and IT to integrate models into workflows.
• Create dashboards and visualizations to communicate insights to stakeholders.

Zamestnanecké výhody, benefity:
What Takeda Can Offer You

At Takeda, you may build your career, while contributing to better people’s lives. Expect trust driven culture built around Integrity, Fairness, Honesty and Perseverance. Joining ICC will give you access to high end technology, training and colleagues who will support your growth.

Benefits
Here are a few benefits our employees are enjoying at Takeda. To get a full picture of what we are offering, go to our Benefits page (button above).

• Cafeteria
• Medical - High standard medical care
• Bridge days
• Summer Hours
• Multisport Card

Požiadavky na zamestnanca:
Essential Experience Requirements:
• Bachelor’s or Master’s in Data Science, Computer Science, or STEM (Chemical/Biochemical Engineering a plus).
• Strong ML/AI experience (Classical ML: KNN, SVM, Random Forest/GBMs etc.). Deep learning: CNNs/RNNs/GRU, autoencoders, Backprop/Autodiff
• Time-series and signal processing expertise; experience with noisy/high-dimensional data ( state space/Kalman, spectral methods, autoregressive model, change point control)
• Python and SQL proficiency; experience with MLOps platforms (Databricks, MLflow, AWS).
• Strong communication skills to convey insights to technical and non-technical audiences.