university of sheffield msc in chemoinformatics how the programme came into being structure of the...

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University of Sheffield MSc in Chemoinformatics • How the programme came into being • Structure of the programme • Taught component • Dissertation component • Our experiences

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Page 1: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

University of Sheffield MSc in Chemoinformatics

• How the programme came into being

• Structure of the programme• Taught component

•Dissertation component

• Our experiences

Page 2: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Chemoinformatics at Sheffield• Distinguished track record in chemoinformatics

research since the late Sixties

• One-term module on chemoinformatics for many years to MSc Information Management students

• This led to many subsequent PhD studies, but numbers of scientists of all sorts doing the MSc programme has been falling steadily….

• …while the need for specialist training has increased

Page 3: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

MSc Chemoinformatics: history• World-wide industry shortage

• August 1999: ACS COMP symposium• November 1999: ABPI

EPSRC; Sheffield University; representatives from pharmaceutical industry

• December 1999: EPSRC call for proposals• Masters Level Training Packages (MTPs), with

Chemoinformatics as one of the priority areas

• Successful bid supported by a range of pharmaceutical, agrochemical and software companies• 10 studentships over 5 years from September 2000

• Tuition and 2/3 maintenance (1/3 coming from industry)

Page 4: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

MSc Chemoinformatics: aims• Develop an awareness of IM and IT techniques used in the

design and implementation of chemoinformatics systems

• Enable students to demonstrate skills learned by carrying out a small-scale industrially relevant chemoinformatics research project

• Basic structure

• Two semesters of taught modules

• One semester dissertation working at the site of one of the companies supporting the programme

Page 5: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Semester One: taught modules

An introduction to chemoinformatics, to numeric and textual information systems and to computer programming. •Chemoinformatics I

• Information Systems Modelling

• Information Storage and Retrieval

• Foundations of Object-Oriented Programming (CS)

Page 6: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Semester Two: taught modules

• Chemoinformatics II (more programming)

• Database Design

• Research Methods and Dissertation Preparation

• Two from a range of elective modules, including Molecular Modelling (Chemistry), Healthcare Information, E-Business & E-commerce etc

Page 7: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Rationale for the placements• A dissertation is an important part of any

PGT course•What distinguishes an MSc from a Diploma or

Certificate

• Part of all of our existing MA/MSc programmes

• Substantial industrial involvement required for EPSRC-funded PGT programmes

Page 8: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Placements: timetable • Mid-November

• Initial contact with companies to request projects

• Late-January• Final list of projects (title plus agreed one-paragraph

abstract) sent to all students

• Mid-February: final allocations• One student per company

• Student to get one of three choices

• Take account of Sheffield staff expertise

• Easter• Student/staff visit to the company to finalise arrangements

Page 9: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Placements: the summer

• Mid-June• Students leave Sheffield

•Regular email/phone conversations with Sheffield supervisor

•One on-site visit with submission of final dissertation by 1st September

Page 10: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Final projects• Four main types of project

• Development and/or testing of an existing or novel piece of software for some specific application

• Development of a Web front-end to an existing system or service

• Comparison of different programs for some specific application• Analysis of chemical and/or biological dataset(s)

• Wide range of organisations• AstraZeneca (both Macclesfield and Loughborough sites),

Barnard Chemical Information, Edward Jenner Institute, Eli Lilly, Evotec OAI, GlaxoSmithKline (both Stevenage and Harlow sites), Johnson & Johnson (Spain), Merck Sharp & Dohm, Novartis (both Horsham and Basel), Organon (The Netherlands), Pfizer, Roche, Sanofi-Aventis (Paris), Syngenta, Treweren Consultants and Vernalis.

Page 11: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Lessons that we can draw

• Industrial involvement• Crucial if a meaningful programme is to be delivered

• Sustainability• Or the lack thereof

• Employability• Excellent prospects for students taking the

programme

Page 12: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Industrial involvement: I

• Chemoinformatics is not a purely academic discipline so there is a need for industrial involvement to ensure relevance• Chemoinformatics-II lectures given entirely by visiting

speakers, with most of these from industry

• The dissertation is planned in discussion with, and supervised on a day-to-day basis by, an industrial collaborator

Page 13: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Industrial involvement: II• The dissertation was intended from the start to be the

principal component of the programme, towards which the taught components build

• Correctness of this view, with all three stakeholders benefiting • Companies come back year after year

• Students maximise their chances of subsequent employment

• Although not an explicit intention, several dissertation-based research publications (and others excellent but confidential)

Page 14: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Sustainability: I

• The original EPSRC funding was for the period 2000-01 to 2004-05

• Expectation by EPSRC that the programme would become self-funding• Students supporting themselves

• Marketing of distance-learning modules derived from programme materials

Page 15: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Sustainability: II• These expectations were not realistic

• Traditional student assumptions exacerbated by changes in UG funding

• No industrial interest in distance-learning materials4-day short course meets this need

• In UK, as elsewhere, declining numbers of students studying physical sciences at UG level• First physics and now chemistry closures

• Even with the offer of fees, maintenance and placement, only limited numbers of applications for the programme

Page 16: University of Sheffield MSc in Chemoinformatics How the programme came into being Structure of the programme Taught component Dissertation component Our

Employability

• For the 38 students in the years 2000-04, their subsequent destinations were as follows• Pharmaceutical industry: 9

• Chemoinformatics software or database: 7

• PhD research: 11

• General IT: 6

• Other employment: 2

• Unknown: 3