Job Title \xe2\x80\x93 CLM \xe2\x80\x93 Analytics - AVP Location- Bangalore, India Role Description Analytics is responsible for performing general analytics and statistical modelling in a timely manner to address current and future business needs across various areas of the business. Work includes: \xe2\x80\xa2Defining data requirements, data collection, processing, cleaning, analysis, modelling, visualisation, development of analytical toolkit and research techniques \xe2\x80\xa2Examining and identifying data patterns and trends to help answer business questions and improve decision making \xe2\x80\xa2Identifying areas to increase efficiency and automation of data analysis processes \xe2\x80\xa2Providing business functions with data insights to help them achieve their strategic goals. It may include: \xe2\x80\xa2Creating data mining architectures/models/protocols, statistical reports, and data analysis methodologies to identify trends in large data sets \xe2\x80\xa2Researching and applying knowledge of existing and emerging data science principles, theories, and techniques to inform business decisions \xe2\x80\xa2Representing the bank as a data science practitioner in industry initiatives \xe2\x80\xa2At higher career levels, they may conduct scientific research projects with the goal of breaking new ground in data analytics What we\xe2\x80\x99ll offer you As part of our flexible scheme, here are just some of the benefits that you\xe2\x80\x99ll enjoy
Best in class leave policy
Gender neutral parental leaves
100% reimbursement under childcare assistance benefit (gender neutral)
Sponsorship for Industry relevant certifications and education
Employee Assistance Program for you and your family members
Comprehensive Hospitalization Insurance for you and your dependents
Accident and Term life Insurance
Complementary Health screening for 35 yrs. and above
Your key responsibilities
Data and Process mining to analyse data from company databases / Celonis to drive process analysis for root cause analyse, improvement and optimisation.
Analysing large data sets, creating algorithms that manage and organise information and writing applications that translate data and identify patterns
Work with KYC stakeholders to identify opportunities for leveraging company data to drive business solutions.
Assess the effectiveness and accuracy of new data sources and data gathering techniques.
Assess effectiveness of technology changes
Develop custom data models and algorithms to apply to data sets.
Use predictive modelling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
Coordinate with different functional teams to implement models and monitor outcomes.
Develop processes and tools to monitor and analyse model performance and data
Your skills and experience
Strong problem-solving skills with an emphasis on process analysis and improvement
Experience using statistical computer languages SQL (expert level), Python etc. to manipulate data and draw insights from large data sets.
Celonis analytical skills for process mining is desirable
Experience working with and creating data architectures.
Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experienced with applications of these techniques.
Excellent written and verbal communication skills for coordinating across teams.
A drive to learn and master new technologies and techniques.
Experienced in using SQL to assist in Data analysis.
How we\xe2\x80\x99ll support you
Training and development to help you excel in your career
Coaching and support from experts in your team
A culture of continuous learning to aid progression
A range of flexible benefits that you can tailor to suit your needs
About us and our teams Please visit our company website for further information: https://www.db.com/company/company.htm Our values define the working environment we strive to create \xe2\x80\x93 diverse, supportive and welcoming of different views. We embrace a culture reflecting a variety of perspectives, insights and backgrounds to drive innovation. We build talented and diverse teams to drive business results and encourage our people to develop to their full potential. Talk to us about flexible work arrangements and other initiatives we offer. We promote good working relationships and encourage high standards of conduct and work performance. We welcome applications from talented people from all cultures, countries, races, genders, sexual orientations, disabilities, beliefs and generations and are committed to providing a working environment free from harassment, discrimination and retaliation.
Visit Inside Deutsche Bank to discover more about the culture of Deutsche Bank including Diversity, Equity & Inclusion, Leadership, Learning, Future of Work and more besides.
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