Researcher – AI4S – LLMs for Code Parallelization (R3)

Job title:

Researcher – AI4S – LLMs for Code Parallelization (R3)

Company:

Job description

Offer DescriptionContext And MissionThe Predictable Parallel Computing group and the High Performance Artificial Intelligence research group (expert in AI) are pushing a collaboration between both, focused on the use of AI models for code generation, and particularly, code parallelization.
This position is intended to work at the intersection of both fields, catching up with the state-of-the-art on code generative models, and extending these towards parallelization and optimization tasksmanagement.The funding for these actions/fellowships and contracts comes from the European Union Recovery and Resilience Facility – Next Generation, within the framework of the General Invitation by the public business entity Red.es to participate in the talent attraction and retention programs within Investment 4 of Component 19 of the Recovery, Transformation, and Resilience Plan.
For more information, please check:Key Duties

• Contribute to the review of the state-of-the-art for code generation, with a focus on parallelization and code optimization.
• Identify inhouse or external data sources. Lead the data gathering and pre-processing pipelines.
• Conduct the design and training of AI models
• Implement reliable, reproducible and automated training and evaluation methodologies. Integrate with HPC environments.
• Document and disseminate the work done

Requirements

• Education

• Degree in STEM
• Master in Computer Science
• PhD in Machine Learning (2020 or before)
• Essential Knowledge and Professional Experience

• Experience in RISC-V (1 year minimum)
• Experience with transformers (1 year minimum)
• Experience with CUDA (2 year minimum)
• Publications track (5 papers minimum)
• Advanced knowledge of C++, Python and Bash.
• Additional Knowledge and Professional Experience

• Fluent English and Spanish are a must.
• Competences

• Capacity to work in multidisciplinary environments

Where to apply WebsiteRequirementsResearch Field Computer science » Informatics Education Level PhD or equivalentAdditional InformationBenefits

• The position will be located at BSC within the Computer Sciences Department
• We offer a full-time contract (37.5h/week), 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: 4 years
• Holidays: 23 paid vacation days plus 24th and 31st of December per our collective agreement
• Salary: 55.000,00 €
• Starting date: asap – the incorporation for this vacancy must be before the 16th of December 2024

Work Location(s)Number of offers available 1 Company/Institute Barcelona Supercomputing Center Country Spain State/Province Barcelona City Barcelona Postal Code 08034 Street Pz. Eusebi Güell 1-3Contact State/ProvinceBarcelona CityBarcelona WebsiteStreetPz. Eusebi Güell 1-3 Postal Code08034 E-Maildavid.estepa@bsc.esSTATUS: EXPIREDShare this page

Expected salary

€55000 per year

Location

Barcelona

Job date

Sat, 27 Jul 2024 04:54:51 GMT

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