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Job Description

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 Innovation Capability Center (ICC) in Bratislava, Slovakia.

THE OPPORTUNITY

We are seeking an innovative and skilled Data Scientist with a strong focus on Generative AI. This role will work closely with our data science and engineering teams to develop cutting-edge generative models, analyze large datasets, and provide actionable insights. The ideal candidate is passionate about AI and has a strong background in machine learning, deep learning, and data analysis. By applying knowledge of existing and emerging data science principles, this role informs business decisions and contributes to Takeda's mission.

RESPONSIBILITIES

• Design, develop, and implement generative models using cutting-edge machine learning and deep learning techniques.

• Create and optimize prompt engineering methods for various generative AI applications.

• Deploy, manage, and interact with local large language models (LLMs) and APIs from providers such as OpenAI.

• Develop and implement AI-powered chatbots, conversational agents, and retrieval-augmented generation (RAG) patterns.

• Analyze large datasets to extract meaningful insights and patterns.

• Develop algorithms for natural language processing (NLP) and computer vision applications.

• Collaborate with cross-functional teams to define data strategies and AI solutions.

• Continuously evaluate and improve model performance through rigorous testing and experimentation.

• Communicate complex data findings and technical concepts to non-technical stakeholders.

• Integrate AI functionalities into web applications using tools like Streamlit.

• Work with LLM frameworks such as LangChain, LlamaIndex, and HuggingFace Transformers.

• Deploy and serve LLMs using frameworks such as llama.cpp, vLLM, and LMDeploy.

SKILLS AND QUALIFICATIONS

Education Requirements:

• Master’s or Ph.D. in Computer Science, Data Science, Statistics, Mathematics, or a related field.

Essential E xperience Requirements:

• Proficient in programming languages such as Python, R, or Java.

• Experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras.

• Strong understanding and hands-on experience with prompt engineering.

• Familiarity with data manipulation and visualization tools (e.g., Pandas, NumPy, Matplotlib, Seaborn).

• Proficiency with LLM frameworks including LangChain, LlamaIndex, and HuggingFace Transformers.

Preferred E xperience Requirements:

• Experience deploying and managing AI models on cloud platforms (e.g., AWS, Google Cloud, Azure).

• Developing practical experience in predictive modeling and data mining.

• Experience deploying and serving LLMs using frameworks such as llama.cpp, vLLM, and LMDeploy.

• Real-world implementation experience with AI-powered chatbots and conversational agents.

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.

Salary

As a motivated employee, you should be compensated appropriately. The minimum salary for this position is € 2800 per month (full time), but your final remuneration package may be higher depending on your qualifications and experience.

Benefits

Here are a few benefits our employees are enjoying at Takeda. To get a full picture of what we are offering, follow this link (https://newcareer.visme.co/view/w43y3e8o-takeda-icc-bratislava-benefits-2023) .

• Cafeteria

• Medical - High standard medical care

• Bridge days

• Summer Hours

• Multisport Card

Your application and all conversations that occur with the recruiter, HR, and the hiring manager as part of that application will be treated in the strictest confidence.

At Takeda’s ICC we Unite in Diversity

Takeda is committed to creating an inclusive and collaborative workplace, where individuals are recognized for their backgrounds and abilities they bring to our company. We are continuously improving our collaborators journey in Takeda, and we welcome applications from all qualified candidates. Here, you will feel welcomed, respected, and valued as an important contributor to our diverse team.

Locations

SVK - Bratislava – Svatoplukova

Worker Type

Employee

Worker Sub-Type

Regular

Time Type

Full time