Deep Learning Engineer for Language Technologies

hace 2 semanas

Barcelona, Barcelona, España Barcelona Supercomputing Center A tiempo completo
Context And Mission
The Language Technologies 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 for under-resourced languages and domains. It has been entrusted by the Spanish and the Catalan government to develop fundamental open-source 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 level: the Spanish National Language Technology Plan, 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 LT Unit at BSC is looking for a Machine Learning engineer with experience in Speech Technologies, specifically in Deep Learning and model building for tasks such as speech recognition, synthesis and translation.

The successful candidate will become a part of the speech technologies sub-group, work in a highly sophisticated HPC environment, have access to state-of-the-art systems and computational infrastructures, and establish collaborations with experts in different areas both at the local and international levels.
Key Duties
  • Design and implement proof of concept NLP applications using LLMs and other AI resources.
  • Prepare model training in HPC clusters.
  • Curate training and benchmarking datasets to measure application performance
  • Ensure the quality of the models and datasets.
  • Document and publish the models on open platforms.
  • Write research papers and project reports.
Requirements
  • Education
    • Degree in Computer Science, Telecommunications, Applied linguistics or related disciplines.
    • Having a Master's degree will be valued.
  • Essential Knowledge and Professional Experience
    • Demonstrated experience of at least 3 years in deep learning frameworks and in the relevant area(s).
    • Demonstrated experience coding NLP applications in Python and other programming languages.
    • Knowledge of version control tools and best practices.
    • Native or good level of spoken and written English.
  • Additional Knowledge and Professional Experience
    • Demonstrated experience in developing open-source software and resources.
    • Demonstrated experience in working in dynamic ML teams.
    • Native or good level of spoken and written Catalan and/or Spanish.
    • Familiarity with Spacy, Gensim, Gradio, Huggingface, Pytorch and other NLP, UI and ML libraries
  • Competences
    • Ability to work independently and in a team to complete tasks on schedule.
    • Ability to work under set deadlines.

Conditions
  • The position will be located at BSC within the Life Sciences Department
  • We offer a full-time contract a good working environment, a highly stimulating environment with state-of-the-art infrastructure, flexible working hours, extensive training plan, restaurant tickets, private health insurance, support to the relocation procedures
  • Duration: Open-ended contract due to technical and scientific activities linked to the project and budget duration
  • Holidays: 23 paid vacation days plus 24th and 31st of December per our collective agreement
  • Salary: we offer a competitive salary commensurate with the qualifications and experience of the candidate and according to the cost of living in Barcelona
  • Starting date: asap

  • Deep Learning Engineer for Language Technologies

    hace 2 semanas

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

    Job Reference: 14_23_LS_TM_RE2Position: Deep Learning Engineer for Language Technologies (RE2)Closing Date:Tuesday, 28 February, 2023Reference: 14_23_LS_TM_RE2Job title: Deep Learning Engineer for Language Technologies (RE2)About BSC The Barcelona Supercomputing Center Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in...

  • Deep Learning Engineer for Language Technologies

    hace 2 semanas

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

    Job Reference: 230_24_LS_LT_RE2Position: Deep Learning Engineer for Language Technologies (RE2)Closing Date:Friday, 17 May, 2024Reference: 230_24_LS_LT_RE2Job title: Deep Learning Engineer for Language Technologies (RE2)About BSC The Barcelona Supercomputing Center Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain....

  • Deep Learning Engineer for Language Technologies

    hace 1 semana

    Barcelona, Barcelona, España Barcelona Supercomputing Center - Centro Nacional de Supercomputación A tiempo completo

    Context And MissionThe Language Technologies 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 for under-resourced languages and domains. It has been entrusted by the Spanish and the Catalan government with the mission to develop...

  • Plaça de Deep Learning Engineer for Language

    hace 2 semanas

    Barcelona, Barcelona, España Barcelona Supercomputing Center-Centro Nacional de Supercomputación (BSC-CNS) A tiempo completo

    Barcelona Supercomputing Center-Centro Nacional de Supercomputación (BSC-CNS). 1 plaça de Deep Learning Engineer for Language Technologies (RE2). Concurs o valoració de mèrits. Laboral temporal Termini obert. A1 - Grau universitari (correspondència amb llicenciatures). Llicenciat en Informàtica, Telecomunicacions, Lingüística Aplicada o disciplines...

  • Deep Learning Engineer for Speech Technologies

    hace 1 semana

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

    Job Reference: 30_23_LS_TM_RE1Position: Deep Learning Engineer for Speech Technologies (RE1)Closing Date:Thursday, 16 March, 2023Reference: 30_23_LS_TM_RE1Job title: Deep Learning Engineer for Speech Technologies (RE1)About BSC The Barcelona Supercomputing Center Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It...

  • Deep Learning Engineer for Speech Technologies

    hace 2 semanas

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

    Job Reference: 33_23_LS_TM_RE2Position: Deep Learning Engineer for Speech Technologies (RE2)Closing Date:Thursday, 16 March, 2023Reference: 33_23_LS_TM_RE2Job title: Deep Learning Engineer for Speech Technologies (RE2)About BSC The Barcelona Supercomputing Center Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It...

  • Engineer for Language Technologies and Social Media

    hace 2 semanas

    Barcelona, Barcelona, España Barcelona Supercomputing Center - Centro Nacional de Supercomputación A tiempo completo

    The Language Technologies 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 for under-resourced languages and domains. It has been entrusted by the Spanish and the Catalan government with the mission to develop fundamental open-source...

  • Plaça de Deep Learning Engineer for Speech

    hace 2 semanas

    Barcelona, Barcelona, España Barcelona Supercomputing Center-Centro Nacional de Supercomputación (BSC-CNS) A tiempo completo

    Barcelona Supercomputing Center-Centro Nacional de Supercomputación (BSC-CNS). 1 plaça de Deep Learning Engineer for Speech Technologies (RE2). Concurs o valoració de mèrits. Laboral temporal Termini obert. A1 - Grau universitari (correspondència amb llicenciatures). Llicenciat en Informàtica, Telecomunicacions, Lingüística Aplicada o disciplines...

  • Data Engineer for Language Technologies

    hace 1 semana

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

    Job Reference: 215_24_LS_LT_RE2Position: Data Engineer for Language Technologies (RE2)Closing Date:Friday, 31 May, 2024Reference: 215_24_LS_LT_RE2Job 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...

  • ML developer for Language Technologies

    hace 1 semana

    Barcelona, Barcelona, España Barcelona Supercomputing Center A tiempo completo

    Context And Mission The Language Technologies 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 for under-resourced languages and domains. It has been entrusted by the Spanish and the Catalan government to develop fundamental...

  • Plaça De Data Engineer For Language Technologies

    hace 2 semanas

    Barcelona, Barcelona, España Barcelona Supercomputing Center-Centro Nacional De Supercomputación (Bsc-Cns) A tiempo completo

    Barcelona Supercomputing Center-Centro Nacional de Supercomputación (BSC-CNS). 1 plaça de Data Engineer for Language Technologies (RE2). Concurs o valoració de mèrits. Laboral temporal Termini obert. A1 - Grau universitari (correspondència amb llicenciatures). Llicenciatura. Fluïdesa en català escrit i parlatVeure convocatòria- Contracte laboral...

  • Data Manager for Language Technologies

    hace 2 semanas

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

    Job Reference: 216_24_LS_LT_RE3Position: Data Manager for Language Technologies (RE3)Closing Date:Friday, 31 May, 2024Reference: 216_24_LS_LT_RE3Job title: Data Manager for Language Technologies (RE3)About BSC The Barcelona Supercomputing Center Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It houses...

  • Principal Deep Learning Engineer

    hace 1 semana

    Barcelona, Barcelona, España Nlp People A tiempo completo

    Company AstraZeneca is a global, innovation-driven biopharmaceutical business that focuses on the discovery, development and commercialization of prescription medicines for some of the world's most serious diseases. But we're more than one of the world's leading pharmaceutical companies. At AstraZeneca, we're proud to have a unique workplace culture that...

  • Principal Deep Learning Engineer

    hace 2 semanas

    Barcelona, Barcelona, España Nlp People A tiempo completo

    CompanyAstraZeneca is a global, innovation-driven biopharmaceutical business that focuses on the discovery, development and commercialization of prescription medicines for some of the world's most serious diseases. But we're more than one of the world's leading pharmaceutical companies. At AstraZeneca, we're proud to have a unique workplace culture that...

  • Principal Deep Learning Engineer

    hace 1 semana

    Barcelona, Barcelona, España AstraZeneca A tiempo completo

    CompanyAstraZeneca is a global, innovation-driven biopharmaceutical business that focuses on the discovery, development and commercialization of prescription medicines for some of the world's most serious diseases. But we're more than one of the world's leading pharmaceutical companies. At AstraZeneca, we're proud to have a unique workplace culture that...

  • Data Engineer For Language Technologies

    hace 2 semanas

    Barcelona, Barcelona, España Barcelona Supercomputing Center A tiempo completo

    Context And MissionThe 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 open-source resources and...

  • Machine Learning Engineer

    hace 1 semana

    Barcelona, Barcelona, España The Learning Experience #393 A tiempo completo

    Machine Learning Engineer : Recommendations (Remote)ConstructorShare this job Barcelona, Spain Remote Full Time Role Highlights Python NLP Full Stack Product Development Distributed Systems Relational Database Web Services API Design Strategic Planning Search ECommerce AI RAG LLMs Optimization KPI NOSQL Tools, Libraries and Frameworks...

  • Machine Learning Engineer

    hace 2 semanas

    Barcelona, Barcelona, España The Learning Experience #328 A tiempo completo

    Machine Learning Engineer : Recommendations (Remote)ConstructorShare this job Barcelona, Spain Remote Full Time Role Highlights Python NLP Full Stack Product Development Distributed Systems Relational Database Web Services API Design Strategic Planning Search ECommerce AIRAG LLMs Optimization KPINOSQLTools, Libraries and Frameworks Docker Grafana...

  • Intern, Ai/deep-learning

    hace 2 semanas

    Barcelona, Barcelona, España Dolby A tiempo completo

    At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you'll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to inspire/make a difference how people create, deliver, and enjoy entertainment worldwide.To do that, we need the absolute best talent. Are you the...

  • Re3 - Team Leader Speech, Language Technologies

    hace 1 semana

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

    Job Reference: 262_24_LS_LT_RE3Position: RE Team Leader Speech, Language TechnologiesClosing Date:Thursday, 01 August, 2024Reference: 262_24_LS_LT_RE3Job title: RETeam Leader Speech, Language TechnologiesAbout BSC The Barcelona Supercomputing Center Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It houses...