Specialist -“ Data Science
ADCB
Abu Dhabi, UAE
منذ 42 يوم

Expiry Date : 2018 / 07 / 12

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Job Description

To identify business requirements, apply data science techniques / approaches (For example : pattern detection, graph and statistical analysis) and provide decision logic to support the business to achieve desired outcomes

1.Data Science

Work with business stakeholders to identify business requirements and expected outcomes in order to model / frame meaningful business scenarios which impact critical business processes and / or decisions

Identify, acquire and prepare data using data wrangling methods in R, Python, SQL in infrastructure including SAS, Spark, Hadoop, NOSQL and relational database environments in order to provide decision logic

Recommend and explain to business users statistical and machine learning methods for problems (for example customers and market segmentation) in order to aid understanding and support achievement of business requirements / expected outcomes

Work with Data Architect to support data collection, integration and retention requirements based on input collected from the business and benchmark selected

analytical models against best practices to ensure correct

approach is being taken

Suggest ongoing improvements to methods and

algorithms that identify new information and findings in

order to support the achievement of expected business

outcomes

Liaise with external vendors, attend vendor presentations

and conferences and conduct research in order to keep

abreast of new and current machine learning and data

Systems and Procedures

Adhere to all relevant organisational and departmental

policies, processes, standard operating procedures and

instructions so that work is carried out to the required

standard and in a consistent manner while delivering the

required standard of service to customers and

3. Self-Management

Manage self in line with the bank’s people management

policies, procedures, processes and practices to ensure

adherence and to maximise own contribution to business

4. Customer Service

Demonstrate Our Promise and apply the ADCB Service

Standards to deliver the bank’s required levels of service

in all internal and external customer interactions

Minimum Experience

At least 3 years of experience in data or statistical

analysis, with mathematical and causal modeling skills

Minimum Qualifications

Bachelor’s Degree in Mathematics, Statistics, Computer

Science, Physics, Economics or Operations Research

Professional Qualifications TOGAF Certification or Equivalent

Knowledge and Skills The ability to communicate with the business to

understand requirements and present back findings and

recommendations by demonstrating the potential value to

the organization

The ability to identify solutions to loosely defined

business problems by leveraging pattern detection over

potentially large datasets

Programming skills, including Hadoop MapReduce or

other big data frameworks, Java, statistical modelling

like SAS or R), SQL and depending on the scope of the

project, text mining, machine learning or deep learning

Statistics skills such as distributions, statistical testing,

Storytelling with data

Data-modelling and information classification expertise at

Version : 1

Understanding of machine learning techniques and

algorithms, such as k-NN, Naive Bayes, SVM, Decision

Forests

Ability to assess rapidly changing technologies and apply

them to business needs

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