Data scientist
hace 4 semanas
Our client is a technology consulting firm that provides a comprehensive portfolio of solutions and services including innovation, customer experience, ERP, analytics, employee experience, cloud, workplace, and cybersecurity. These are designed to help organizations overcome challenges and achieve their goals.
CONTEXT/INTRODUCTION
The company, based in Seville (Spain), Ispra (Italy) and Brussels (Belgium) will set up and host, in close collaboration with DG CNECT, the European Centre for Algorithmic Transparency (ECAT). The ECAT has the objective to carry out research and investigatory activities related to the obligations defined in the Digital Services Act for very large online platforms and search engines. ECAT staff will make extensive use of AI techniques for research and monitoring purposes. An external service provider is sought for the implementation of artificial intelligence, machine learning and natural language processing software in accordance to the needs of ECAT staff. This can include prototypes contributing to scientific research projects, and also AI tools to be used by ECAT staff to analyse data, for example in the context of monitoring activities. The solution assignment may change over time, according to the needs and priorities of the Centre.
Description Of The Tasks
Following tasks will be performed by external service provider:
Training of custom AI / ML / NLP models based on structured and unstructured data (text, image, video) including fine tuning pre-existing / open-source models. Define the architecture, implement and maintain software solutions in the AL / ML / NLP field, including through the use and adaptation of open-source software packages. End-to-end development of AI-based software and tools, e.g., for text/image/video analysis, from initial concept based on ECAT researchers needs and requirements, to data collection, implementation and documentation of applications ready for deployment in production. Provide subject matter expert technical support on AI / ML / NLP to JRC/ECAT technical and scientific staff. Participation in technical working groups, progress meetings and meetings with the users and other stakeholders.
Knowledge And Skills
Following skills and knowledge are required for the performance of the above listed tasks:
Very good knowledge of python development, including ability to use frameworks and libraries for AI, machine learning, natural language processing. Knowledge and ability to create solutions based on modern machine learning architectures, such as transformer models, recommendation systems. Knowledge and ability to use and adapt open-source software solutions and AI models, including specialised libraries and APIs (e.g., hugging face transformers). Ability to deploy the AI solutions built in operation environments, including awareness of best practices for deployment and automation, e.g., git, DevOps, containers, CI/CD. Capability to write clear and structured technical documents, including specification of solutions built and user documentation. Ability to cope with fast changing technologies used in machine learning, natural language processing, artificial intelligence, including open-source solutions. Ability to participate in technical meetings and good communication skills, ability to give technical presentations. SPECIFIC EXPERTISE Following specific expertise is mandatory for the performance of tasks: Experience building production-grade AI/ML/NLP solutions, including fine-tuning open-source models and software solutions
Certifications & Standards
Any training related to artificial intelligence and machine learning will be considered as beneficial for performing of tasks.
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