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Cranfield University

Wharley End , England ,United Kingdom

'Big Data' analytics for industrial application PhD

Big Data analytics has attracted intense interest from both academia and industry recently for its attempt to extract more useful information and knowledge from Big Data. Big Data analytics will help to develop more advance diagnosis and prognosis technologies, and, consequently, improve maintenance decision making. Currently, machine learning exists as the most promising technologies of big data analytics in industrial problems.  

The student will have the opportunity to work with experts in the data analytics and condition monitoring field, as well as being part of our strong and dynamic research centre at Cranfield University.

About the host University/Centre
Cranfield is an exclusively postgraduate university that is a global leader for transformational research and education in technology and management. Research Excellence Framework 2014 (REF) has recognised 81% of Cranfield’s research as world-leading or internationally excellent in its quality. Every year Cranfield graduates the highest number of postgraduates in engineering and technology in the UK (Source: Higher Education Statistics Agency Ltd). Cranfield Manufacturing is one of eight major themes at Cranfield University. The manufacturing capability is world-leading and combines a multi-disciplinary approach that integrates design, technology and management expertise. We link fundamental materials research with manufacturing to develop novel technologies and improve the science base of manufacturing research.

The Integrated Vehicle Health Management (IVHM) Centre is a major collaborative venture at Cranfield, started in 2008, with funding from the East of England Development Agency (EEDA); a consortium of core industrial partners, (Boeing, BAE Systems, Rolls-Royce, Meggitt, Thales, MOD and Alstom); and from EPSRC. The investment, over the first 5 years of operation, was approaching £10M. We are now in our eighth year of operation and the Centre has grown into other sectors (rail, energy, health and agriculture), and is financially self-sustaining; many of the partners (and others) are funding Applied Research projects and there is growing revenue from EPSRC, TSB and EU funded work 

Intakes

  • Jan
  • June
  • Sep

Application Processing Time in Days: 20

Minimum English Language Requirements

English Level Description IELTS (1.0 -9.0) TOEFL IBT (0-120) TOEFL CBT (0-300) PTE (10-90)
Expert 9 120 297-300 86-90
Very Good 8.5 115-119 280-293 83-86
Very Good 8 110-114 270-280 79-83
Good 7.5 102-109 253-267 73-79
Good 7 94-101 240-253 65-73
Competent 6.5 79-93 213-233 58-65
Competent 6 60-78 170-210 50-58
Modest 5.5 46-59 133-210 43-50
Modest 5 35-45 107-133 36-43
Limited 4 32-34 97-103 30-36
Extremely Limited < 4 < 31 < 93 < 30

Job Opportunity Potential

The Career Development Service is an important part of the Student Experience support function. Our team has significant real-world experience in the areas of coaching, recruitment, human resources and business development. We help students develop their personal career journey, so they can find meaningful employment that utilises their Cranfield qualification.

If you are an international student, it is important to be aware of the visas required to work in the UK and abroad after graduation. The following information should act as a signpost to resources, so that you can research your options thoroughly.

Working in the UK after Cranfield
In a major boost for international students, the UK Government has announced a new Graduate route, expanding opportunities for international students to build successful careers in the UK. All international students who join Cranfield in the 2020/2021 academic year will be eligible for the new scheme.

Launching on 1 July 2021, this route will be open to all international students who have a valid UK immigration status as a student and have successfully completed their course at Cranfield. The visa will allow eligible students to work, or look for work, in any career or position of their choice, for two years ( for MSc students) and three years (for PhD students) after completing their studies. During the period of their visa, they will be able to switch onto the ‘skilled work visa’ if they find a job which meets the skills requirements of the UK Government.

Resources for Employers
Cranfield University creates global leaders in technology and management, we are renowned for having a rich student body from culturally diverse backgrounds. With their combination of academic excellence, research capabilities and knowledge of real-world applications, they are able to make valuable contributions to commercial objectives.

For information on sponsoring someone as a Skilled Worker or on a Tier 5 visa, employers should visit the UK Visas and Immigration's guidance for employers. As a student, it is useful to be aware of this, should a potential employer have any questions.

Making your business case to Employers
In order to be successful with any application for employment, you will need to provide evidence for your skills and abilities, as well as demonstrate your career motivation. We have a Learning Pack dedicated to the art of filling in an Application Form, which can be downloaded here; and a Factsheet on Speculative Applications which can be found here.

We would also recommend that you take the time to write a compelling Cover Letter, outlining the type of permit that you are looking for and any steps an employer would need to take in order to hire you. The Learning Pack related to this topic can be found here.

Finally, to be totally proactive and generate your own opportunities, you should read up on The Hidden Jobs Market to discover how to find roles that aren’t advertised; you can download our Factsheet on this here.

National Insurance Numbers
You need to have a National Insurance number if you’re planning to work in the UK. You can start work without one if you can prove you have the right to work here. You do not need a National Insurance number to apply to the EU Settlement Scheme.

Resources for International Students
We have teamed up with Student Circus to help our international students find employment in the UK.

All employers on the site are:

  • confirmed as willing to sponsor the UK Work Visa
  • verified as offering salaries as per immigration rules
  • licensed with the Home Office
  • able to provide expert immigration advice

By using the site, our international students can expect to:

  • get prepared for the UK job market and build a network
  • discover structured and formal paid internships designed with flexibility
  • improve their chances to get a job with the same company
  • All Cranfield students will receive a log-in to Student Circus once they arrive on campus.

PSW Opportunity

Psw 2 yrs

Admission Requirement / Eligibility Criteria

A minimum of a 2:1 first degree in a relevant discipline/subject area (e.g. aerospace, automotive, mechanical, electrical, chemical, computing, and manufacturing) with a minimum 60% mark in the Project element or equivalent with a minimum 60% overall module average.
the potential to engage in innovative research and to complete the PhD within a three-year period of study.
a minimum of English language proficiency (IELTS overall minimum score of 6.5).
Also, the candidate is expected to:

Have excellent analytical, reporting and communication skills
Be self-motivated, independent and team player
Be genuine enthusiasm for the subject and technology
Have the willing to publish research findings in international journals

  • Course Type: Full Time
  • Course Level: Doctoral Degree/PhD
  • Duration: 03 Year  
  • Total Tuition Fee: 56610 GBP
    Annual Cost of Living: 9207 GBP
    Application Fee: N/A
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