Research Assistant
Abu Dhabi, United Arab Emirates
Job Description
Position Overview
KU is seeking a highly motivated Research Engineer to work on designing, training and deploying of machine learning models for mobility and disconnection handling in routing protocols for mesh networks. The trained ML model needs to be able to predict disconnections with high accuracy ahead of their occurrence. Consequently, the routing protocol (QoS-OLSR for mesh networks) should be revised to take disconnection predictions into account to reduce disconnections while routing packets throughout the network. The candidate will be required to collect relevant data for the training process, train the ML model, integrate the final model into the protocol, and validate the new performance of the routing protocol.
As part of the project, the researcher will have access to state-of-the-art research equipment and facilities at the C2PS and will get an opportunity to work alongside researchers and graduate students from various backgrounds as part of a wider team.
Position Requirements
Candidate Profile
Essential Criteria
Primary Location: Abu Dhabi UAE
Job: Research Assistant
Schedule: Regular
Shift: Standard
Job Type: Full-time
KU is seeking a highly motivated Research Engineer to work on designing, training and deploying of machine learning models for mobility and disconnection handling in routing protocols for mesh networks. The trained ML model needs to be able to predict disconnections with high accuracy ahead of their occurrence. Consequently, the routing protocol (QoS-OLSR for mesh networks) should be revised to take disconnection predictions into account to reduce disconnections while routing packets throughout the network. The candidate will be required to collect relevant data for the training process, train the ML model, integrate the final model into the protocol, and validate the new performance of the routing protocol.
As part of the project, the researcher will have access to state-of-the-art research equipment and facilities at the C2PS and will get an opportunity to work alongside researchers and graduate students from various backgrounds as part of a wider team.
Position Requirements
- Experience in networks and routing protocols
- Experience in different types of Machine learning.
- Experience with using Linux and command-line tools
- Adhere to the University\'s information security and confidentiality policies and procedures, and report breaches or other security risks accordingly
- Perform any other tasks assigned by the Line Manager
Candidate Profile
Essential Criteria
- Bachelor\'s degree from a reputable university in ECE/CS or a related discipline
- Experience in undertaking assigned research tasks and starting to manage own workload
- Contributing to scientific papers and academic journal articles where possible acting as lead/ corresponding author
- A willingness to contribute to a collaborative and supportive team culture
- Excellent English language communication skills (verbal and written)
- Ability to function as part of a team working on multiple tasks with competing demands and deadlines
- Well-developed reasoning and problem-solving skills
- Bachelor\'s gained from and/or experience working in a top 200 QS or THE ranked University
Primary Location: Abu Dhabi UAE
Job: Research Assistant
Schedule: Regular
Shift: Standard
Job Type: Full-time
Times Higher Education
Beware of fraud agents! do not pay money to get a job
MNCJobsGulf.com will not be responsible for any payment made to a third-party. All Terms of Use are applicable.
Related Jobs
Job Detail
-
Job IdJD1618509
-
IndustryNot mentioned
-
Total Positions1
-
Job Type:Full Time
-
Salary:Not mentioned
-
Employment StatusPermanent
-
Job LocationAbu Dhabi, United Arab Emirates
-
EducationNot mentioned