Predictive Modeller (Machine Learning / Data Scientist) at Allstate
Closing Date: Friday, 27th January 2012
Location: Belfast
Ref: 12/01/PRM
Role
We have opportunities for creative data scientists to use machine
learning, statistics, data mining, and analytical skills to influence
the decision making of a Fortune 100 company. The Quantitative Research
& Analytics (QRA) team is responsible for identifying and developing
pricing opportunities that will enable Allstate to generate profitable
market-share growth.
QRA currently has multiple openings, from entry-level to experienced
predictive modelers and candidates will be considered for the position
that best matches their skills and experience.
The responsibilities of the role will include:-
* Creating and/or contributing to best-in-class predictive models
taking into account business constraints.
* Helping to shape best practices around application of
statistical modeling.
* Leading and/or implementing to projects that yield actionable
insights the business can use to increase customer satisfaction, policy
growth and retention, and loss experience
Essential Criteria
* 2 - 5 years of experience in a predictive modeling/data
scientist role which can be gained either commercially or via a PhD.
* Degree in Computer Science, Statistics or related field to
include Machine Learning techniques.
* Excellent computer skills, including strong programming skills
in any language.
* Experience using different learning algorithms (for example:
Boosting, Decision Trees, Neural Networks, SVM, Bayesian Methods, Random
Forests, Ensemble techniques, etc.).
* Ability to concentrate on loosely defined problems which require
application of creative approaches.
* Ability to transfer knowledge to a variety of audience.
* Applicants must be either EU citizens or possess a UK work visa
(Tier 1) which entitles the holder to take up full time & permanent
employment.
Desirable Criteria
* Understanding of algorithmic complexity and scaling of run time
and memory usage with larger datasets
* Solid knowledge linear algebra and convex optimization
techniques.
* Masters / PhD
Contact Information
If you wish to be considered for these opportunities then please email
your CV to [log in to unmask] and state the job title and reference
number in the email. The closing date for returning application
forms/CV's is Friday, 27th January 2012.
Statement on Fair Employment and Equal Opportunities
Allstate NI wishes to ensure equal opportunity is given to all job
applicants. This company will not discriminate on the grounds of gender,
sexual orientation, religious belief, political opinion, marital status,
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