Data Analyst
Roodepoort, South Africa
Standard Bank Group
The Standard Bank group is a leading financial services provider that supports Africa’s growth and development.Company Description
Standard Bank Group is a leading Africa-focused financial services group, and an innovative player on the global stage, that offers a variety of career-enhancing opportunities – plus the chance to work alongside some of the sector’s most talented, motivated professionals. Our clients range from individuals, to businesses of all sizes, high net worth families and large multinational corporates and institutions. We’re passionate about creating growth in Africa. Bringing true, meaningful value to our clients and the communities we serve and creating a real sense of purpose for you.Job Description
This role resides within Standard Insurance finance and requires the incumbent to provide infrastructure, tools and frameworks used to deliver end-to-end solutions to Finance IT and data problems. Build scalable infrastructure for supporting the delivery of clear business insights from raw data sources; with a focus on collecting, managing, analysing, visualising data and developing analytical solutions. Responsible for expanding and optimising Standard Bank's data and data pipeline architecture, whilst optimising data flow and collection to ultimately support data initiatives.
Qualifications
Minimum Qualifications
Type of Qualification: Postgraduate Degree
Field of Study: Information Studies or Information Technology
Experience Required
- Short term insurance experience
- Basic knowledge accounting
- Understanding data mining and data enrichment for financial reporting
- Working knowledge of IFRS 17 reporting software
Data Monetisation
5-7 years
Experience with big data tools: Hadoop, Spark, Kafka, etc. Experience with relational SQL and NoSQL databases, including Postgres and Cassandra. Experience with data pipeline and workflow management tools: Azkaban, Luigi, Airflow, etc. Experience with AWS cloud services: EC2, EMR, RDS, Redshift. Experience with stream-processing systems: Storm, Spark-Streaming, etc. Experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, etc.
Technology Business Partnering
5-7 years
Working SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases. Experience building and optimizing 'big data' data pipelines, architectures and data sets. Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement.
Information Lifecycle Management - Technical
5-7 years
Strong analytic skills related to working with unstructured datasets. Build processes supporting data transformation, data structures, metadata, dependency and workload management. A successful history of manipulating, processing and extracting value from large disconnected datasets. Working knowledge of message queuing, stream processing, and highly scalable 'big data' data stores.
Additional Information
Behavioral Competencies:
- Adopting Practical Approaches
- Articulating Information
- Challenging Ideas
- Checking Details
- Examining Information
Technical Competencies:
- Data Analysis
- Data Integrity
- Database Administration
- Knowledge Classification
- Applications: Microsoft Office Suite
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow Architecture AWS Azkaban Big Data Cassandra Classification Data analysis Data Mining Data pipelines EC2 Finance Hadoop Java Kafka NoSQL Pipelines PostgreSQL Python RDBMS Redshift Scala Spark SQL Streaming
Perks/benefits: Startup environment
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