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
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