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Machine Learning Engineer (2300005V)

13 Dec 2023

Job Information

Organisation/Company
ISTITUTO ITALIANO DI TECNOLOGIA
Department
Humanoid Sensing and Perception
Research Field
Engineering » Computer engineering
Researcher Profile
First Stage Researcher (R1)
Country
Italy
Application Deadline
Type of Contract
Other
Job Status
Other
Is the job funded through the EU Research Framework Programme?
Not funded by an EU programme
Is the Job related to staff position within a Research Infrastructure?
No

Offer Description

Location: Genoa

WHO WE ARE

At Istituto Italiano di Tecnologia (IIT) we work enthusiastically to develop human-centered Science and Technology to tackle some of the most pressing societal challenges of our times and transfer these technologies to the production system and society. Our Genoa headquarter is strictly inter-connected with our eleven centers around Italy and two outer-stations based in the US for a truly interdisciplinary experience.

 

YOUR TEAM

The Humanoid Sensing and Perception research line (https://hsp.iit.it) is seeking to appoint a full-time Machine Learning Research Engineer to contribute to the development of new technologies for cutting edge vision systems in the context of a research project funded by Sony Interactive Entertainment Inc.

 

We are assisting to an important technology shift, where foundational models and in particular large language models are progressively empowering vision models with impressive semantic capabilities. Resulting systems can tackle a variety of computer vision tasks with unprecedented generalization and learning capabilities. This project carries out innovative research on these topics, focusing on vision-language models and their fast adaptation to incorporate new knowledge.

 

You would be working in a multicultural and multi-disciplinary group, where researchers and engineers with background in computer science, computer vision, machine learning and software design collaborate, each with their own expertise, to carry out common research.

 

The project team will be responsible for all the phases of the research development, including methods design and implementation, data preparation and benchmarking, task planning and frequent reporting.

Within the team, your main responsibilities and duties will depend on your expertise and experience.

 

ESSENTIAL REQUIREMENTS

  • Master’s degree in computer science, computer engineering or related fields with excellent overall score;
  • Strong engineering and programming skills (Python or C/C++); Experience with software development in Linux or Windows;
  • Solid knowledge of machine learning and computer vision;
  • Good in time and priority management; Strong problem-solving attitude; Creative, proactive and collaborative attitude; Ability to work autonomously in a highly interdisciplinary environment; High motivation to learn;
  • Good communication skills; proficiency in English language (written and oral).

 

ADDITIONAL SKILLS

  • A PhD in relevant field (machine learning, robotics, computer science or equivalent);
  • Documented experience in the development of machine learning pipelines with deep learning libraries/frameworks, such PyTorch, TensorFlow;
  • Experience in the development of computer vision systems;
  • Experience in the development of data science pipelines;

 

EXTRA AWESOME

  • A strong publication record;
  • Documented experience in coaching junior scientists;
  • Documented experience working in machine learning and computer vision research projects in industry or academia in a mid/senior or junior role;
  • Experience working with modern machine learning methods as Transformers;

 

COMPENSATION & BENEFITS

  • Competitive salary package for international standards
  • Private health care coverage
  • Wide range of staff discounts

 

 WHAT’S IN FOR YOU?

  • An equal, inclusive and multicultural environment ready to welcome you with open arms. Discrimination is a big NO for us.
  • We like contamination and encourage you to mingle and discover what other people are up to in our labs.
  • If paperwork is not your piece of cake, we got you. There is a specialized team working to help you with that, especially during your relocation.

 

If you feel this tickles your appetite for change, do not hesitate and apply.

Please submit your application using the online form and including a detailed CV, university transcripts, cover letter (outlining motivation, experience and qualifications) and contact details of 2 references.

The call will remain open until the position is filled (we recommend to apply as soon as possible). 

We inform you that the information you provide will be used solely for the purposes of evaluating and selecting professional profiles in order to meet the requirements of Istituto Italiano di Tecnologia.

Your data will be processed by Istituto Italiano di Tecnologia, based in Genoa, Via Morego 30, acting as Data Controller, in compliance with the rules on protection of personal data, including those related to data security.

 

Please also note that, pursuant to articles 15 et. seq. of European Regulation no. 679/2016 (General Data Protection Regulation), you may exercise your rights at any time by contacting the Data Protection Officer (phone Tel: +39 010 28961 - email:dpo@iit.it).

Requirements

Research Field
Engineering » Computer engineering
Education Level
Master Degree or equivalent

Additional Information

Work Location(s)

Number of offers available
1
Company/Institute
Istituto Italiano di Tecnologia
Country
Italy
Geofield

Contact

City
GENOVA
Website
E-Mail
giorgia.giancarli@iit.it