November 19, 2023
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East Rand, Gauteng, South Africa, South Africa
November 19, 2023
Apply NowJob description
Are you passionate about data science, with a background in mining and mineral processing? Our client is looking for a dynamic and motivated individual to join their team.
Key Responsibilities
Requirements Qualifications
Key Responsibilities
- Complete functional specification & documentation for remote monitoring system
- Assist with development of scope of work and provide minimum data requirements for implementing remote monitoring systems at new clients
- Develop hybrid data processing & storage system, capable of local processing of raw data on site and transmission of compressed files to cloud for additional processing
- Lead the launch of monitoring system with a modular approach for services, actively seeking feedback from users
- Integrate data between on-site monitoring systems and the ERP system to provide insights on logistics and service improvements
- Develop maintenance scheduling module using data from ERP system and calibrate the system with the client for accuracy
- Customize and adapt developed modules to client-specific data as needed
- Utilize analytical, statistical, and programming skills to collect, analyze, and interpret large datasets for various clients and equipment
- Create comprehensive and meaningful dashboards
- Maintain and enhance existing dashboards and data insights
- Translate visualizations into actionable processes and efficiencies
- Articulate technical and other necessary information to relevant clients
- Deliver data outcomes, from analysis to technical and business intelligence insights, to Predictive and Advanced ML/AI outcomes
- Collaborate with clients to ensure a comprehensive and accurate understanding of their requirements, devising effective resolutions through innovative data solutions or methodologies
- Report findings and recommendations to clients, ensuring relevance and value
- Influence and lead conversations with clients through quantitative mechanisms
- Manage, build, and improve reporting, analytics, and data exploration capabilities
- Collaborate with employees from different departments to enhance data analysis and insights
Requirements Qualifications
- Degree in Computer Science, Engineering, or related field
- 1-3 years’ experience in a data science environment, preferably with mining and mineral processing experience.
- Ability to analyze large data sets
- Proficient in writing comprehensive reports
- Excellent technical aptitude
- Strong verbal and written communication skills
- Creative approach for generating new ideas
- High level of computer literacy
- Effective prioritization and planning abilities
- Experience with Microsoft Power BI
- Familiarity with relational and time scale databases
- Proficiency in programming (C#, C++, Python, Java, or R)
- Competency in database query languages (SQL, PostgreSQL)
- Experience in using cloud services, preferably certified in Azure or AWS
- Knowledge of Machine Learning and Artificial Intelligence concepts and algorithms, with application experience
- Understanding of deployment of Machine Learning algorithms (beneficial)
- Knowledge in plant signals and systems modeling and interpretation
- Basic understanding of web technology stack (front-end and back-end) is beneficial but not required
- Own transport and valid driver’s license
