Advanced Analytics Manager
Description of business unit
The Data Solutions & Analytics portfolio was set up in September 2018 to enable Group Internal Audit to drive further independent insight and opinion through the provision of data driven products and capabilities. The Data Solutions & Analytics portfolio is a new function within Group Internal Audit with the responsibility for:
- Design and execution of the division's data and analytics strategy
- Design, development and deployment of Group wide advanced analytics risk management and assurance solutions.
- Buildout and development of GIA's strategic analytics architecture; and
- Driving the capability and training strategy to embed data and analytics skills across GIA.
- The role holder will deliver end to end projects within the data and analytics strategy, utilising Agile principles and contribute towards driving Group Internal Audits utilisation of advanced analytics techniques (such as machine learning and natural language processing) to drive risk management activities across the Group.
Purpose of the Role
This is a cross functional role to lead the technical solution delivery for analytics projects, realising value of the Groups data. You will design, develop and deliver solutions to teams across Group Internal Audit utilising data from across the Group, and using the latest technologies in data exploration, modelling and visualisation. You will have an opportunity to partner with the business on a wide range of projects, collaborating on appropriate ways of working and proposing new methodologies. You will contribute more broadly to the achievement of Group Internal Audit strategic plans and priorities.
- Design and development of multi-component analytical solutions, from initial engagement workshops through to solution deployment
- Utilisation of advanced analytical techniques (i.e. supervised and unsupervised machine learning, natural language processing etc.) to drive business insights and proactive risk management across the Group
- Design and development of management information solutions (i.e. end user reporting dashboards) to present data driven insights to end users
- Contribute towards Group Internal Audits data & analytics strategy and the Data Solutions & Analytics portfolio through the identification of new value add data exploitation and continuous improvement opportunities
- Promote awareness of data analytics, emerging industry trends (incl. regulation) and a digital future across Group Internal Audit
- Collaborate with colleagues (within GIA and across the Group) to eliminate silos, drive and embed data analytics approaches and develop best practice approaches
- Contribute to a creative culture centred on an agile environment, value prioritisation and design thinking
What is the opportunity?
The successful applicant will have the opportunity to help drive the execution of GIA's multi-year data and analytics strategy, with a view to embedding data driven risk management solutions across the function.
Third Level qualification, in computational science, computer science, mathematics, statistics or another discipline including a significant quantitative element
Essential Skills & Experience
- Significant experience in the end to end development of business relevant advanced analytics solutions
- Proficient in applying supervised and unsupervised machine learning methods such as logistic regression, decision trees, neural networks, graph analytics, clustering etc. to real world business problems
- Proficient in leveraging applied statistics and mathematics to test complex hypotheses across a wide variety of functional domains
- Experience in developing and validating machine learning models through SAS Enterprise Miner, Python or pySpark
- Proficient in the development of advanced analytics solutions in one or more of the following functional domains: risk, anti-money laundering, IT, finance or marketing/customer analytics.
- Proven experience in leveraging SQL to acquire, transform and extract insights from large scale complex datasets
- High level of discretion, capable of dealing with highly confidential and sensitive information
- Excellent time management and organisational skills with the ability to work on own initiative
- Strong attention to detail and high levels of accuracy and a strong team ethic and flexible approach in order to meet challenging objectives and deadlines.
Desirable Qualifications, Skills & Experience
- Experience in applying analytical techniques to semi-structured and un-structured datasets
- Knowledge of the Cloudera Hadoop platform, and associated analytical tools (i.e. pySpark)
Where Agency assistance is required Bank of Ireland Recruitment Team will engage directly with suppliers. Unsolicited CVs / profiles will not be accepted for this role.
Bank of Ireland Group is an equal opportunities employer and is committed to fostering an inclusive workplace which values and benefits from the diversity of our workforce.
Closing date: Feb 21, 2019
For further information, and to apply, please visit our website via the “Apply” button below.