PBT Group Careers
Be part of our team of Data Specialists and embark on a career of the future!
Job Title
BI Data Engineer SpecialistEmployment Type
Full TimeExperience
6 to 25 yearsSalary
NegotiableJob Published
20 January 2023Job Reference No.
3223312278Job Description
PBT Group has an opportunity for a BI Data Engineer Specialist to interpret requirements provided by business and produce effective data engineering solutions. Develop information solutions from a variety of sources for both structured and unstructured data. Productionisation of machine learning models. Provide ongoing support and maintenance of ETL solutions.
Duties:
- Design and implement ETL/ELT methodologies and technologies
- Maintenance and support of ETL and ML environments
- Conduct root cause analysis on production issues
- Technical leadership of entire information management process of both structured and unstructured data
- Optimization of the solutions
- Implementing machine learning feature set pipelines in production through integration
- Integrate with statistical and actuarial analysts to build models
- Producing relevant technical documentation and specifications
- Estimate time and resource requirements for business requirement
- Optimization of machine learning models produced by Data Scientists.
Experience:
- ETL development using SSIS (Advanced)
- SQL (Advanced)
- .net Programming (Intermediate)
- Performance & optimization (Intermediate)
- Data Warehouse principles and practices (Intermediate)
- Kimball Methodology (Intermediate)
- Git versioning (Basic)
- Python/R Programming (Basic)
- Systems Development Life Cycle (SDLC) (Intermediate)
- Data Security and Protection Policies (Intermediate)
- MS Excel (Basic)
- Container setup and understanding - Docker (Advantageous)
- Distributed programming skills on a cluster environment (Advantageous)
Qualifications/ Certification:
- Matric (Essential)
- National Diploma in IT (BTech) or appropriate certification (Essential)
- Bachelor of Science (Information Systems, Computer Science, Mathematics) Advantageous