Data Analyst
1 Enterprise Road, Fairland, Randburg, 2170
FirstRand Corporate Centre
- Understand data sources and map to target systems/ solutions.
- Provide transformation rules to Data Engineers.
- Understand business rules and requirements to solve specific use cases.
- Ensure that process conforms to business objectives and complies with Group Information Architecture.
- Apply company, business, Group and/ or relevant industry knowledge for analysis.
- Prepare and present findings on data analysis in written and verbal reports to key stakeholders.
- Assist with the mapping of the various source systems to the relevant enterprise data model elements (engage with the Data Modelers where the models need to be extended), and enterprise reference data.
- Query and connect data from disparate sources to identify areas where changes are required.
- Conduct analysis, time-series analysis, and classification models and deliver accurate and high-quality analysis (e.g. test design and analysis).
- Utilize methodologies and methods for accessing, analyzing and presenting data.
- Research new data sources and analytical tools with the aim of improving the process and underlying data analysis.
- Understand the quality of data and engage with relevant stakeholders to correct data (if and when necessary), thereby ensuring usability is in line with requirements.
- Keep up to date with new data assets and products in order to identify new opportunities, capabilities and trends that would add value to business.
- Check accuracy of data and if it is within relevant thresholds (reasonability) and compare the new output with existing requirements.
- Attend and participate at relevant Steerco's, data working forums and Executive forums and present case as and when required.
- Provide relevant business management reports that are submitted to Exco and other relevant forums.
- Analyse and recommend changes to data pipelines of existing and new initiatives with the aim of aligning these to avoid duplication in data pipelines, inconsistent mappings, etc.
- Partner with stakeholders to grasp problem specifics - collects, processes and analyses data to quantify the scope, nature and severity of the problem.
- Engage with Data teams to understand the data landscape.
- Engage and drive conversations with relevant stakeholders to unpack project and requirements.
- Evaluate options based on business requirements and provide input into viable solution based on analysis.
- Work with the relevant Data stakeholders when new data or changes to existing solutions are required and manage timelines and expectations with business.
- Identify opportunities/changes which need to apply in Data Analytics solutions (e.g. Cubes/Production reports).
- Attend relevant priority session and provide motivation to get item prioritized.
- Ensure proper handover and provide relevant artifacts to stakeholders.
- Keep up to date with local and global trends and provide subject matter expertise to relevant stakeholders in area of expertise.
- Provide thought leadership in area of expertise.
- Coach, guide and train Data Analyst I and perform reviews as required.
#POST
#FNB
#LI-KM3
NB: Candidates based in Cape Town will also be considered for this role.
Job DetailsApplication Closing Date
01/07/24All appointments will be made in line with FirstRand Group’s Employment Equity plan. The Bank supports the recruitment and advancement of individuals with disabilities. In order for us to fulfill this purpose, candidates can disclose their disability information on a voluntary basis. The Bank will keep this information confidential unless we are required by law to disclose this information to other parties.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Classification Data analysis Data Analytics Data pipelines Data quality Pipelines Research
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Business Intelligence Developer jobs
- Open Data Science Manager jobs
- Open Data Engineer II jobs
- Open Principal Data Scientist jobs
- Open Business Data Analyst jobs
- Open BI Analyst jobs
- Open Data Scientist II jobs
- Open Sr Data Engineer jobs
- Open Business Intelligence Engineer jobs
- Open Lead Data Analyst jobs
- Open Data Science Intern jobs
- Open Senior Business Intelligence Analyst jobs
- Open Sr. Data Scientist jobs
- Open Junior Data Scientist jobs
- Open MLOps Engineer jobs
- Open Software Engineer, Machine Learning jobs
- Open Data Analytics Engineer jobs
- Open Marketing Data Analyst jobs
- Open Azure Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Engineer III jobs
- Open Junior Data Engineer jobs
- Open Data Analyst II jobs
- Open Product Data Analyst jobs
- Open ETL Developer jobs
- Open Data quality-related jobs
- Open Tableau-related jobs
- Open Excel-related jobs
- Open Privacy-related jobs
- Open ML models-related jobs
- Open Data pipelines-related jobs
- Open PhD-related jobs
- Open APIs-related jobs
- Open PyTorch-related jobs
- Open Finance-related jobs
- Open LLMs-related jobs
- Open Data visualization-related jobs
- Open TensorFlow-related jobs
- Open Business Intelligence-related jobs
- Open Deep Learning-related jobs
- Open Consulting-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open NLP-related jobs
- Open CI/CD-related jobs
- Open DevOps-related jobs
- Open Kubernetes-related jobs
- Open Git-related jobs
- Open Hadoop-related jobs
- Open Snowflake-related jobs