14 oct
|
Barcelona Supercomputing Center
|
Barcelona
14 oct
Barcelona Supercomputing Center
Barcelona
Context And Mission
The data-centric computing group from the computer science department at the Barcelona Supercomputing Center searches for 1 Research Senior Engineer on Machine Learning Operations and High-Performance Computing, willing to work on MLOps research and support for research in a EU project, for the course .
The main objective is to participate in European research projects focused on advancing on distributed machine learning technologies, towards Cloud-Edge orchestration of applications, including distributed machine learning, knowledge discovery and data mining. The use cases for these applications will be LLM orchestration. For this, we're looking for a Research Senior Engineer to join the DCC group and help in different research tasks on managing Cloud-Edge, AI-related applications and Federated Learning, on High-Performance Computing architectures. The mentioned tasks involve helping on academic tasks as experimenting with containerized architectures, AI/ML platforms, Serverless architectures, also communicate research results (writing scientific papers,
assisting to scientific conferences, ...).
Key Duties
- Assist on research projects, experiments, technology deployments.
- Participate on research production (papers, publications, demos and prototypes).
- Assist of PhD Students on HPC topics.
- Contribute to collaborations with different international research partners
- Give mutual support to other researchers in the project and research group.
Requirements
- Education
- on Computer Sciences, Computer Architecture or equivalent.
Essential Knowledge and Professional Experience
- Minimum 5 years of experience on the field.
- Domain on Data Analytics, High-Performance Computing and Federated Learning topics.
- Scientific papers (conference and journal) preparation, publication and dissemination
Additional Knowledge and Professional Experience
- Basic skills on Big Data platforms and technologies (Spark, Ray, Flink, etc...)
- Skills on Data A
📌 Senior Research Engineer (Barcelona)
🏢 Barcelona Supercomputing Center
📍 Barcelona