Computer Vision and Machine Learning Scientist

27 Mar 2024
Job Information

Organisation/Company

CYPRUS MARINE AND MARITIME INSTITUTE

Research Field

Computer science » Programming
Mathematics » Statistics
Mathematics » Algorithms
Other

Researcher Profile

First Stage Researcher (R1)
Recognised Researcher (R2)
Established Researcher (R3)

Country

Cyprus

Application Deadline

30 Apr 2024 - 23:59 (Europe/Athens)

Type of Contract

Temporary

Job Status

Full-time

Hours Per Week

40

Offer Starting Date

1 Jun 2024

Is the job funded through the EU Research Framework Programme?

H2020

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

The Cyprus Marine and Maritime Institute (CMMI), invites applications for the recruitment of qualified applicants for the Computer Vision and Machine Learning Scientist position at the Maritime Digitalisation Centre (MDigiC) of CMMI, situated in Cyprus. The employment period is a fixed-term two-year contract, with the possibility of renewal. Availability to work from our headquarters in Larnaka, with the flexibility for hybrid work.

Company Description:

The CMMI is a non-profit, research, innovation and technology development organisation established in Cyprus, supported by EU funds via the Teaming program, as well as the Government of Cyprus and established industry stakeholders. The CMMI pulls together expertise from local universities and industry and international partners.

Maritime Digitalisation Centre

Central to this position is an unfolding interdisciplinary research direction within MDigiC with an overarching goal of bridging gaps and forging new paths in earth observation and remote sensing for marine and maritime applications using both traditional and emerging machine learning methodologies. Imagery data is predominantly used, sourced from various sensors, e.g. optical, radar, hyperspectral, and with varying spatial and temporal characteristics. Alongside images, other types of data, such as the Automatic Identification System (AIS), are sometimes integrated to improve our insights.

Current projects include advancing satellite remote sensing capabilities to localise vessels (large-scale small object classification), extracting relevant imagery from petabytes of data (content-based image retrieval and self-supervision), and enhancing spatial resolution (super-resolution) as a means of improving downstream applications. Other multidisciplinary Computer Vision initiatives include marine robotics, with projects centred around autonomous navigation, and marine biodiversity efforts, such as the nuanced in-situ plate analysis of Autonomous Reef Monitoring Structures (ARMS) for the detection of marine non-indigenous species.

Candidate profile:

We are in search of a scientist with the desire and ability to undertake a range of multidisciplinary projects that will support research work at the CMMI. As CMMI is in its formative stage, candidates have the unique opportunity to influence the institute’s direction and to capitalise on partnerships with local and international CMMI partners.

Job responsibilities:

Successful candidates will:

Research & Development:

• Conduct research within funded projects by implementing and evaluating state-of-the-art methodologies.
• Propose ideas for novel research themes and hypotheses with the potential of translating them into publications and securing funding.
• Test hypotheses and evaluate scientific data from various sources, revisiting and adjusting working hypotheses as suitable.
• Collaborate on projects with partners from other research institutions, universities, and the industry.

Publication & Dissemination:

• Author research articles for peer-reviewed journals and conferences, as well as book chapters.
• Present papers at international conferences, and other venues to disseminate research findings.
• Collaborate in the preparation of scientific reports, including those for project deliverables.

Management & Coordination:

• Manage personal academic research and associated administrative tasks.
• Liaise with funding bodies and provide information to project stakeholders.
• Represent MDigiC at both internal and external meetings and seminars, either with other members of the team or alone.

Requirements

Research Field

Computer science » Programming

Education Level

Bachelor Degree or equivalent

Research Field

Computer science » Other

Education Level

Bachelor Degree or equivalent

Research Field

Mathematics » Statistics

Education Level

Bachelor Degree or equivalent

Research Field

Mathematics » Other

Education Level

Bachelor Degree or equivalent

Research Field

Technology » Other

Education Level

Undergraduate

Skills/Qualifications

Qualifications:

• Hold a PhD, MSc, or BSc in Machine Learning, Computer Science, or a related discipline.
• Familiarity with the existing literature and state-of-the-art is a must.
• Sufficient theoretical and practical knowledge of methodologies from traditional machine learning as well as deep learning.
• Excellent communication skills, including the ability to write for publication, present research proposals and results, and represent the research group at meetings.
• Experience in deep learning model development using popular frameworks in Python, preferably in PyTorch.

 

Specific Requirements

Advantageous:

• Experience in executing research projects from conception to publication is a plus. Publication record in related endeavours.

Personal Characteristics:

• Strong analytical and integrative thinking
• Strong organisational and teamwork skills
• Strong written, oral, graphical, and digital presentation skills
• Ability to interact with governmental, industrial, and other external organisations to build productive relationships
• Ability to work under pressure, delegate and plan personal workload effectively
• Ability to solve problems creatively.

Languages

ENGLISH

Level

Excellent

Research Field

Computer science » Modelling toolsComputer science » Programming

Years of Research Experience

1 - 4

Additional Information
Benefits

• Competitive salary based on experience and qualifications.
• 13th Salary
• Pension Plan
• Flexible Working Hours
• Hybrid Working Model (2 days from home; 3 days from the office)
• “Dress for your Day” code
• 21 days of Annual Leave
• Offering Additional Annual Leaves in August
• Extensive learning opportunities
• Purpose-driven organisation
• A culture of belonging where everyone feels seen, heard, valued for who they are and empowered to succeed

Eligibility criteria

Applications will be evaluated immediately. The deadline for applications is the 30th  of April 2024.

• A detailed curriculum vitae
• Copies of degree certificates
• Contact details of at least two referees who can provide reference letters
• Examples of published work, research papers, or other relevant writing samples.

 

Selection process

Only applications that fulfil the above criteria will be considered. All qualified applicants will receive consideration for employment without regard to race, colour, religion, or sex including sexual orientation and gender identity, national origin, disability, or any other characteristic. All applications will be treated in strict confidence.

Only shortlisted candidates will be contacted.

For further information please contact us at +357 24506122 or by email at [email protected] .

Please refer to our privacy notice in Privacy Notice for Potential Employees .

Website for additional job details

https://www.cmmi.blue/computer-vision-and-machine-learning-scientist-2/

Work Location(s)

Number of offers available

1

Company/Institute

CMMI

Country

Cyprus

Geofield

Where to apply

Website

https://www.cmmi.blue/apply/

Contact

City

Larnaca

Website

https://www.cmmi.blue

Street

13 Vasileos Pavlou Square

Postal Code

6023

E-Mail

[email protected]

Phone

99927892

Fax

24506119

STATUS: EXPIRED