Research Fellow

Job title:

Analysis Fellow

Firm

College of Warwick

Job description

Be part of the cutting-edge HyperSolver undertaking as a Analysis Fellow and be on the forefront of creating clever options for air visitors administration. This EU-funded undertaking brings collectively a consortium of main universities and business companions, together with Neometsys, Eurocontrol, Luftfartsverket, ENAC, Nanyang Technological College, and the College of Warwick. As a Analysis Fellow, you’ll have the distinctive alternative to develop and implement state-of-the-art deep reinforcement studying algorithms utilizing PyTorch, contributing to the creation of a holistic, end-to-end solver for managing plane density, trajectory complexity, and battle decision. This difficult and rewarding position affords the possibility to work with a various group of consultants, advance your analysis expertise, and make a major affect on the way forward for air visitors administration.For casual enquiries, please contact Professor Giovanni Montana through e mail: G.Montana@warwick.ac.uk.We are going to contemplate purposes for employment on a part-time or different versatile working foundation, even the place a place is marketed as full-time, until there are operational or different goal explanation why it isn’t attainable to take action.About You 1We’re in search of candidates with a PhD (obtained or near completion) in Statistics, Laptop Science, Arithmetic, or a carefully associated subject, with a powerful deal with deep reinforcement studying. You must have intensive expertise in creating and implementing deep reinforcement studying algorithms utilizing PyTorch, and a strong background in machine studying methods.Proficiency in Python programming is important, in addition to expertise working with practical simulators like MuJoCo, OpenAI Gymnasium, or AirSim. Familiarity with air visitors administration ideas and programs is fascinating, however a powerful willingness to study and adapt to domain-specific challenges is essential.The perfect candidate can have a powerful quantitative background in statistics, physics, or arithmetic, offering a strong basis for tackling complicated issues in deep reinforcement studying. Wonderful problem-solving and analytical expertise, with the power to assume creatively and develop modern options, are extremely valued.A publication document in top-tier machine studying conferences reminiscent of NeurIPS, ICML, ICLR, or journals like JMLR, IEEE TPAMI, or Machine Studying, is very fascinating.You must have glorious communication expertise, each written and verbal, with the power to current complicated technical ideas to numerous audiences. The power to work collaboratively in a group surroundings, in addition to independently when required, is important. Expertise in undertaking administration and the power to ship high-quality outcomes inside tight deadlines are additionally extremely valued.In case you are close to submission or have just lately submitted your PhD however haven’t but had it conferred, any affords of employment might be made as Analysis Assistant on the prime of degree 5 of the . Upon receipt of proof of the profitable award of your PhD, you can be promoted to Analysis Fellow on the primary level of degree 6 of the .For additional info concerning the talents required for this position please see the private specification part of the connected job description.Concerning the Division 1The Division’s analysis spans a broad vary of areas in statistics, information science, theoretical and utilized likelihood, finance and interdisciplinary collaboration. Main strategic initiatives embrace CRiSM, the Utilized Statistics & Threat Unit (AS&RU), which promotes and coordinates exterior partnerships, and the nationwide Academy for PhD Coaching in Statistics (APTS).The Division has shut relations with the co-located Arithmetic Institute and Division of Laptop Science and with different departments reminiscent of Economics and the Warwick Enterprise Faculty and is strongly engaged with the Alan Turing Institute in London. The newly established Warwick Centre for the Functions of the Mathematical and Computing Sciences (CAMaCS) is a joint initiative with Arithmetic and Laptop Science designed to hyperlink Warwick’s world-leading analysis within the departments with exterior companions and convey advantages to society via affect.The Division of Statistics is dedicated to selling equality and variety, holding an Athena SWAN Silver award which demonstrates this dedication. We welcome candidates from all sections of the group and can give due consideration to candidates in search of versatile working patterns, and to those that have taken a profession break.For additional details about The Division of Statistics, please go to ourConcerning the College 1Born within the 60s with a mindset of boldness, creativeness and collaboration, the College of Warwick is a world-leading research-intensive college with the very best educational and analysis requirements. We’re one of many world’s prime universities, ranked 67th on the planet and tenth within the UK*, with 92% of our analysis assessed to be ‘world main or internationally glorious’**.You may be becoming a member of a various, modern and globally related group dedicated to igniting actual world progress. Right here at Warwick, we give you alternatives to observe your ambitions so long as you deliver the vitality and dedication to succeed.*QS World College Rankings 2024** Analysis Excellence Framework 2021To search out out extra about us go to ourEasy methods to Apply 1To use please full your important private particulars and connect a CV and canopy letter together with your Analysis Plan by the cut-off date of twenty first April 2024 by 23:55.Please guarantee your CV contains your most up-to-date employment expertise together with any extra related expertise and schooling historical past. Your cowl letter ought to element the way you meet the important and fascinating standards for this put up.Candidates also needs to ask their referees to ship letters of advice upfront of the cut-off date toThe interviews might be held on a date to be confirmed.To streamline our hiring course of, we kindly request that every one candidates submit their purposes via our official web site. This ensures that every one purposes are acquired in a uniform format and could be processed effectively by our HR group.What we Supply 1We are going to give you a terrific vary of advantages, which embrace a gorgeous pension scheme, 30 days vacation plus Christmas closure, glorious studying and growth alternatives, and financial savings on a variety of services and products. We provide a beneficiant maternity/paternity/adoption/parental go away coverage, and onsite childcare amenities.We recognise the significance of a wholesome work/life stability and give you entry to versatile working, for extra info click on .We’re proud to say that we’re a .In case you are contemplating relocating to the UK, learn our to search out out extra about what Warwick has to supply and what may be concerned within the course of.Our Dedication to Inclusion 1Warwick is dedicated to constructing an organisation of mutual respect and dignity, selling a welcoming, numerous, and inclusive working and studying surroundings. We recognise that everybody is completely different in quite a lot of seen and non-visible methods, and that these variations are to be recognised, revered, and valued. The place attainable, we transcend laws to supply a spot the place everybody can thrive, supporting all employees to realize their full potential. We aspire to take away financial, social, and cultural limitations that will in any other case stop individuals from succeeding.We due to this fact welcome and encourage purposes from all communities no matter tradition, background, age, incapacity, intercourse/gender, gender identification or expression, ethnicity, faith/perception, or sexual or romantic orientation. To search out out extra about our social inclusion work at Warwick go to our webpages .The College presently holds a , and a . The College of Warwick can be one of many six founder establishments of the .Disclosure & Barring Service (DBS)The College of Warwick complies with the DBS Code of Observe and undertakes to not discriminate unfairly in opposition to anybody who makes a Disclosure regarding a conviction or different info revealed. Extra info is out there on the College’s Emptiness pages and candidates could request a replica of the DBS Code of Observe.Job Description 1

Anticipated wage

£33966 – 44263 per yr

Location

Coventry

Job date

Solar, 07 Apr 2024 03:46:32 GMT

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