Data Engineer for Language Technologies

hace 1 semana

Barcelona, Barcelona, España Barcelona Supercomputing Center (BSC) A tiempo completo

Job Reference:

  • 215_24_LS_LT_RE2
    Position:
  • Data Engineer for Language Technologies (RE2)
    Closing Date:
  • Friday, 31 May, 2024
    Reference: 215_24_LS_LT_RE2
    Job title: Data Engineer for Language Technologies (RE2)
    About BSC
  • The Barcelona Supercomputing Center
  • Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It houses MareNostrum, one of the most powerful supercomputers in Europe, was a founding and hosting member of the former European HPC infrastructure PRACE (Partnership for Advanced Computing in Europe), and is now hosting entity for EuroHPC JU, the Joint Undertaking that leads largescale investments and HPC provision in Europe. The mission of BSC is to research, develop and manage information technologies in order to facilitate scientific progress. BSC combines HPC service provision and R&D into both computer and computational science (life, earth and engineering sciences) under one roof, and currently has over 900 staff from 55 countries.
  • Look at the BSC experience:
  • BSC-CNS YouTube Channel
  • Let's stay connected with BSC Folks
    Context And Mission
  • The Language Technologies (LT) Unit at BSC has a consolidated experience in several NLP areas, such as massive language model building, biomedical text mining, machine translation and unsupervised learning. It has been entrusted by the Spanish and the Catalan government with the mission to develop essential opensource resources and technologies for Spanish and Catalan.
In connection with this, the LT Unit is currently in charge of two flagship projects at the national and regional levels:

the Spanish National Plan for the Advancement of Language Technology, funded by the Spanish Secretariat of Digitalisation and Artificial Intelligence, and the AINA project, aimed at developing AI resources for Catalan, funded by the Catalan Digitalisation Department.

In addition, the Unit participates in various EU-funded international projects.

  • The Language Technologies Unit at BSC is seeking a Data Manager with experience in language technologies to lead the development of the largest curated Spanish language corpus. This corpus will be used to train reference foundational LLMs.
    Key Duties
  • Identification of open/public data sources: Proactively identify and evaluate open and public data sources for the creation of extensive corpora in Spanish and coofficial languages. This includes scouting for datasets that are relevant to the group's research focus on language models, including translation, audio processing, and large language models (LLMs).
  • Engagement with data providers: Act as the primary contact point for negotiations and communications with external data providers, including public entities, companies, and other research institutions. Establish and maintain relationships to secure access to valuable data resources.
  • Data acquisition strategy design: Develop and implement strategies for the efficient acquisition of external data. This includes outlining procedures for data requests, licensing negotiations, and ensuring compliance with data privacy regulations.
  • Data management and governance: Collaborate in data management protocols to ensure the integrity, confidentiality, and availability of data.
  • Dissemination and engagement activities: Lead the dissemination of findings and datasets within the scientific community and beyond. This includes publishing data reports, contributing to academic papers, and presenting at conferences. Also, engage with the broader research community to foster collaborations and share best practices in data management.
  • Manage corpora and language data according to the requirements specified in the Unit's data managemt.
  • Control the quality of collected data and metadata.
  • Compliance and ethics oversight: Ensure all data management activities comply with relevant laws, ethical standards, and best practices in data handling. This includes overseeing the ethical review of data sources and uses, as well as managing any data protection implications.

Requirements:

  • Education
  • Bachelor's Degree.
  • Essential Knowledge and Professional Experience
  • Proficiency in data management principles and techniques.
  • Strong understanding of data acquisition strategies, including licensing negotiations and compliance with data privacy regulations.
  • Knowledge of open/public data sources relevant to language models, translation, audio processing, and large language models (LLMs).
  • Familiarity with data governance principles, including data integrity, confidentiality, and availability.
  • Excellent communication and negotiation skills for engaging with external data providers and stakeholders.
  • Experience in disseminating findings and datasets within the scientific community through reports, academic papers, and conference presentations.
  • Strong attention to detail and ability to control the quality of collected data and metadata.
  • Knowledge

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