Text Mining Research Engineer (RE2)

Job Reference

14_21_LS_TM_RE2

Position

Text Mining Research Engineer (RE2)

Closing Date

Tuesday, 16 March, 2021
Reference: 14_21_LS_TM_RE2
Job title: Text Mining Research Engineer (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, and is a hosting member of the PRACE European distributed supercomputing infrastructure. 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 700 staff from 49 countries.

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Context And Mission

The post holder will work in the Text Mining group in the Life Science Department and will participate in the process of finding, designing and developing AI solutions to challenges related to the research projects the group is working on, most specifically in the IntelCOMP project.

The Researcher will work in a highly sophisticated HPC environment, will have access to state-of-the-art systems and computational infrastructures, and will establish collaborations with experts in different areas both at the local and international levels.

The researcher will implement in the HPC environment innovative techniques for language modelling and evaluation.

Key Duties

  • Work, in collaboration with the members of the group, on the design and development of the solutions needed to achieve the goals of the group’s research projects.
  • Interact with relevant stakeholders of the group’s research projects in order to understand their problems and the available data in order to formulate useful solutions.
  • Collaborate with the members of the group in the generation and evaluation of language models using Deep Learning techniques (Transformers, Recurrent Neural Networks, other neural network architectures).

Requirements

  • Education
    • Degree in Computer Science or Mathematics.
  • Essential Knowledge and Professional Experience
    • Good knowledge of Python.
    • Experience in machine learning techniques applied to NLP.
    • Research experience.
    • Knowledge of Test-Driven Design and/or Development.
    • Knowledge of Deep Learning.
    • Knowledge of mathematics and statistics applied to Machine Learning.
    • Experience in machine learning and data mining, including knowledge of PyTorch, Tensorflow, Pandas, Scikit-learn and/or Numpy.
    • Good knowledge of Linux.
  • Additional Knowledge and Professional Experience
    • Theoretical broad knowledge of AI techniques.
    • Knowledge of HPC workload managers such as Slurm.
    • Knowledge of Continuous Integration/Delivery/Deployment, including tools such as (or similar to) GitLab CI, Github, Docker and/or Ansible.
    • Basic knowledge of: C++, Javascript/node.js, C#, Matlab and/or Java.
    • Experience in optimisation and parallelisation, ideally in HPC clusters.
    • Experience in research and in dissemination activities, including paper writing.
    • Basic Knowledge of GPU-based computing.
  • Competences
    • Fluency in spoken and written English.
    • Capacity to explore new research lines.
    • Good communication and presentation skills.
    • Ability to work within a team and within a pair (pair programming).

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, tickets restaurant, private health insurance, fully support to the relocation procedures
  • Duration: Temporary - 1 year, renewable renewable
  • 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

Applications Procedure

All applications must include:

  • A Cover Letter with a statement of interest in English, including two contacts for further references - Applications without this document will not be considered

  • A full CV in English including contact details


Deadline

The vacancy will remain open until suitable candidate has been hired. Applications will be regularly reviewed and potential candidates will be contacted.

Diversity and Equal Opportunity Employment

BSC-CNS is an equal opportunity employer committed to diversity and inclusion. We are pleased to consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability or any other basis protected by applicable state or local law.

Application Form

Please, upload your CV document using the following name structure: Name_Surname_CV
Files must be less than 3 MB.
Allowed file types: txt rtf pdf doc docx.
Please, upload your CV document using the following name structure: Name_Surname_CoverLetter
Files must be less than 3 MB.
Allowed file types: txt rtf pdf doc docx zip.
Please, upload your CV document using the following name structure: Name_Surname_OtherDocument
Files must be less than 10 MB.
Allowed file types: txt rtf pdf doc docx rar tar zip.
** Consider that the information provided in relation to gender and nationality will be used solely for statistical purposes.