Company Description
Experian is a global data and technology company, powering opportunities for people and businesses around the world. We help to redefine lending practices, uncover and prevent fraud, simplify healthcare, create marketing solutions, and gain deeper insights into the automotive market, all using our unique combination of data, analytics and software. We also assist millions of people to work towards their financial goals and help them save time and money.
We operate across a range of markets, from financial services to healthcare, automotive, agribusiness, insurance, and many more industry segments.
We invest in people and new advanced technologies to unlock the power of data. As a FTSE 100 Index company listed on the London Stock Exchange (EXPN), we have a team of 22,500 people across 32 countries. Our corporate headquarters are in Dublin, Ireland. Learn more at experianplc.com.
Job Description
Why this role is critical to us
The senior analyst will be part of the model building team that is responsible for building logistic regression and machine learning models. It is a combination of bureau models as well as models for our clients. The typical models we built are a combination of probability to default, collection models, behaviour models, early warning risk categorisation, income predictors and fraud models. The analyst will be responsible for
- Complex data work to prepare data for model building,
- Building models in Paragon Modeller/ SAS and Python
- Presenting models to stakeholders
You will lead the analytics projects delivery effort and providing project management to develop descriptive solutions which deliver benefits to clients and their customers. Data Analysis & Model Development
- Predominantly building scorecard models. i.e. PD models
- Testing bureau models to fit on different portfolios
- Calibration of models to recent populations, different bad definitions and/or different portfolios
- Validation of models, both internal and external models.
- Review existing modelling processes and identify opportunities to optimize current model building processes and ensure that sufficient quality control measures are in place.
- Assist in aligning the team’s objectives and focus with Experian’s model building strategy.
- Ensure quality and accuracy of own work and the work of any analysts on specific projects
- Carry out and lead others in confirming the integrity, extraction, formulation and quality control to develop new bureau and bespoke client models.
- Analyze results from monitoring packs to identify and interpret trends.
- Assist in upskilling more junior team members to enhance their skillsets both from a technical perspective and modelling interpretation.
- Ensure process and product documentation is up to date and interpretable both by internal and external stakeholders.
- Participate in sales enablement when new analytics products, specifically models that is launched.
- Attend client meetings to support pre-sales and post-sales discussions pertaining to analytics data products, specific modelling.
- Stay abreast of legislation and regulation as they relate to Experian’s analytical solutions.
Qualifications
- Degree or equivalent standard, with high mathematical content
- e.g. Mathematics, Statistics, Economics, Business Mathematics and Informatics, Engineering, Actuarial Science, Scoring Specialist or Data Science.
Additional Information
Our uniqueness is that we celebrate yours. Experian's culture and people are important differentiators. We take our people agenda very seriously and focus on what matters; DEI, work/life balance, development, authenticity, engagement, collaboration, wellness, reward & recognition, volunteering... the list goes on.
Experian's people first approach is award-winning; Great Place To Work™ in 24 countries, FORTUNE Best Companies to work and Glassdoor Best Places to Work (globally 4.4 Stars) to name a few. Check out Experian Life on social or our Careers Site to understand why.
Experian is proud to be an Equal Opportunity and Affirmative Action employer. Innovation is a critical part of Experian's DNA and practices, and our diverse workforce drives our success. Everyone can succeed at Experian and bring their whole self to work, irrespective of their gender, ethnicity, religion, colour, sexuality, physical ability or age. If you have a disability or special need that requires accommodation, please let us know at the earliest opportunity.
Experian Careers - Creating a better tomorrow together
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Find out what its like to work for Experian by clicking here
Experian Careers - Creating a better tomorrow together
Find out what its like to work for Experian by clicking here
Top Skills
What We Do
Experian unlocks the power of data to create opportunities for consumers, businesses and society.
During life’s big moments – from buying a home or car, to sending a child to college, to growing a business exponentially by connecting it with new customers – we empower consumers and our clients to manage data with confidence so they can maximize every opportunity.
We gather, analyse and process data in ways others can’t. We help individuals take financial control and access financial services, businesses make smarter decision and thrive, lenders lend more responsibly, and organizations prevent identity fraud and crime.
For more than 125 years, we’ve helped consumers and clients prosper, and economies and communities flourish – and we’re not done.
Our 20,600 people in 43 countries believe the possibilities for you, and our world, are growing. We’re investing in new technologies, talented people and innovation so we can help create a better tomorrow.
About Experian:
Bringing data to life requires creativity, passion, flexibility and expertise.
We want you to share in our success. That's why we offer rewards that recognise great performance.
Working in a culture of collaboration, achievement and respect we will give you the support and encouragement you need to develop your skills and talents and progress your career.
Everyday our people bring enthusiasm, innovation and inspiration to work and if this sounds like you connect with us at Experian.
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