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Bie Leader

Bie Leader

AramexJohannesburg, Gauteng, South Africa
30+ days ago
Job description

In this role, you should be highly analytical with a knack for analysis, math and statistics. Critical thinking and problem-solving skills are essential for interpreting data. We also want to see a passion for machine-learning and research. Your goal will be to help our company analyse trends to make better decisions.

Responsibilities would include :

  • Undertaking data collection, data pre-processing, data engineering, feature selection and exploratory data analysis
  • Interpreting data, analysing results using statistical techniques
  • Building models to address business problems
  • Presenting information using data visualization techniques
  • Maintain and develop dashboards using business intelligence tools example Power Bi and Tableau.
  • Maintain and develop datasets on our BI Microsoft SQL server.
  • Manage a team of data analysts and monitoring performance.
  • Team yearly and quarterly KPI reviews
  • Lead successful team

Job Description

Key Duties :

  • Identify valuable data sources and automate collection processes
  • Undertake pre-processing of structured and unstructured data
  • Analyse large amounts of information to discover trends and patterns
  • Build predictive models and machine-learning algorithms
  • Combine models through ensemble modelling
  • Evaluate model performance and use hyperparameter tuning or feature selection to improve models.
  • Implement object serialization (Storing variables and their values)
  • Ensure model reproduce ability (environment dependencies and versions)
  • Present information using data visualization techniques
  • Propose solutions and strategies to business challenges
  • Collaborate with engineering and product development teams
  • Implement and drive new projects / models within the business.
  • Identify areas of improvement within the business and by involving the necessary personnel with the relevant skills, proposing the required solutions.
  • To provide instruction and guidance to other personnel within the Solutions team and company, and ultimately facilitating the achievement of goals.
  • Conduct and lead feasibility studies on various internal and external ventures.
  • Presentation of key findings to clients and the business.
  • Ensure the solutions team remains informed of the technologies and capabilities available in the market.
  • Keep EXCO informed of trends within the industry and business
  • Offer guidance and support to the Business Analysts
  • Minimum Requirements :

  • Proven experience as a Manager / Leader in similar role.
  • Understanding of the logistics industry.
  • Proven experience as a Data Scientist or Data Analyst
  • Experience in data mining
  • Understanding of machine-learning and operations research
  • Knowledge of SQL and Python
  • Experience using business intelligence tools (e.g. Tableau and Power Bi) - Analytical mind and business acumen
  • Problem-solving aptitude
  • Excellent communication and presentation skills (Visual story telling)
  • BSc / BA in Computer Science, Engineering or relevant field; graduate degree in Data Science or another quantitative field is preferred
  • Valid Code 08 driver’s license and own reliable transport
  • Technical Qualifications and Skills (Course / Certificates and experience)

  • Microsoft Excel
  • Microsoft Power BI Desktop
  • Power Bi online
  • Tableau Server and Online
  • Microsoft SQL Server
  • Python (Programming language)
  • Experience with Pandas’ library
  • Python Data Analysis Library
  • Data Analytics
  • Data Science
  • Experience with Machine Learning (Regression and classification)
  • Project Management
  • #J-18808-Ljbffr

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    Leader • Johannesburg, Gauteng, South Africa

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