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Data scientist

hace 4 meses

Sevilla, Sevilla, España IT Scout A tiempo completo
Only available for residents of Seville, Spain

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., huggingface

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.

Skills

Due to the particular nature of a large international organization such as the European Commission, candidates should also have the following non-technical skills:

Capability of integration in an international/multicultural environment, rapid

self-starting capability and experience in working in team;

Ability to understand, speak and write English (B2) Excellent time-management skills and ability to contribute to multiple software

development projects with overlapping lifecycles.

Excellent Team Player High degree of discretion and integrity is required as the environments managed

and maintained by JRC.T3 contain personal and confidential data

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.

WORKING METHODS, ENVIRONMENT AND CONDITIONS

Service delivery mode: ☒ Far-Site

IT equipment provided by: Commission

Service delivery

The services shall be performed remotely in Far-site location within EU territory only. The customer may request regular or ad hoc presence on contracting authority's premises up to 5 days per quarter against reimbursement of travelling costs. Premises and infrastructure are not provided by the contracting authority. Laptop will be provided by the Commission.

Applicable security procedures

In addition to any EC wide applicable security procedures which must be

followed and respected during the execution of this specific contract.

Confidential statistical data as defined in Regulation (EC) No 223/2009 can be

accessed exclusively with permission of Eurostat IT security officer (LISO).

Contractors have to sign the Eurostat confidentiality declaration before access

to confidential data is given.