Data Scientist

Mediahuis
1 month ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Tech stack

Artificial Intelligence
Azure
Cloud Computing
Databases
Python
Machine Learning
Large Language Models
Prompt Engineering
Generative AI
Machine Learning Operations
Databricks

Job description

In this position, you will help shape the future of AI-driven solutions at Mediahuis. You'll work on cutting-edge projects involving large language models (LLMs), text embeddings, and vector databases to enhance our digital products and editorial workflows. You've already started daydreaming? Keep reading, this opportunity is even better than you imagined!

Your role includes.

Building upon your passion for generative AI and its potential to help our newsrooms.

  • You translate business needs into concrete GenAI use cases and technical requirements
  • After building and tweaking LLM-based solutions you evaluate the LLM output quality with a focus on coherence, factuality, and consistency
  • You apply techniques such as prompt engineering, few-shot learning, and embedding-based retrieval
  • You work with embedding and semantic search systems
  • To evaluate model performance you use appropriate metrics and communicate your findings clearly to our non-technical stakeholders
  • You make sure AI solutions are robust and can be put into production
  • You collaborate closely with editorial and product teams to ensure alignment with business goals

Requirements

What's on your CV, is important, but by no means the only thing we care about. We find it at least as important that you want to go for it full steam ahead, just like us. Full of enthusiasm, positive attitude and always solution-oriented. You will fit right in if you are naturally curious, love to experiment, and eager to learn and share knowledge. Above all we would appreciate your proactive and pragmatic drive, and a collaborative mindset. You have affinity with the (dynamics of the) news industry, and can deal with the fact that priorities can suddenly change along the way.

In the set-up of our small team (with large impact though!) we recommend several years of experience as a data scientist or machine learning engineer. This way, you have hands-on experience with LLMs and generative AI applications. You are proficient in Python and are familiar with tools like Databricks, MLFlow, and LLMOps practices. Your potential experience with cloud-based AI platforms such as Azure AI Foundry or Google Vertex AI is a plus.

You possess a work permit and can work in Belgium without sponsorship.

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