Afarax is looking for a freelance Data Scientist. We need you!
The project:
Our client in the banking sector, is seeking an experienced Data Scientist to strengthen their team.
Function description:
* Tackle various business challenges by creating responsible AI models to answer the needs of the Marketing and Communication to make campaigns more relevant and impactful.
* Capture the business needs, determine the feasibility, build the models and analyses to identify the most relevant target groups and set up tests to measure the impact of the models
* Build models to support customer journey driven marketing campaigns
* Build pipelines that clean and structure web analytics data and use LLMs to detect customer intent
* Apply the guidelines and best practices (e.g. explainability) for building the responsible AI models. Monitor and deploy AI models in production using a comprehensive stack of tools.
* Present technical concepts into clear, actionable insights to business owners and advise about the usage of the models in the campaigns.
Is this you?
Language requirements:
* English: Fluent spoken and written
* Dutch: Fluent spoken and written
OR
* French: Fluent spoken and written
You have at least 5 years of relevant experience
Technical experience : Mandatory
* Expert in Python programming and Python data science environment (scikit learn, PyTorch, TensorFlow)
* Expertise in customer journey modeling (e.g. next best action)
* Solid understanding of statistical methods, experiment design and machine learning algorithms (traditional and deep learning)
* Expertise in usage of LLMs for text classification, interpretability, guardrails and validation of LLM driven predictions
* git, bash
* SQL
Technical experience : Preferable
* Experience with incremental learning
* Experience with uplift modeling
* Experience with Marketing Mix Modeling, optimization under constraints
* SAS
* Streamlit
Soft skills:
* Taking ownership and ability to drive projects end-to-end with minimal guidance
* Ability to translate data insights into actionable business recommendations
* Quick learner and autonomous
* Clear and concise communication
* Team player
* Pro-active attitude and result driven
* Analytical and problem-solving mindset
How afarax supports you?
* You benefit from our extensive network
* You will have access to projects that fit your expertise
* We help and support you throughout your project
* We offer the possibility to build a valuable and lasting partnership
Check out more projects on: https://afarax.be/jobs/type/freelance/