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  • Posted: Apr 12, 2023
    Deadline: Not specified
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    Capitec Bank is a South African commercial bank. As of February 2017 the bank was the third largest in South Africa with 120,000 customer opening new accounts per month. To simplify banking, we’ve developed an all-inclusive banking solution. Global One is the one solution that enables you to transact, save and access credit in realtime. We also believe...
    Read more about this company

     

    Data Scientist II: Credit: Collections and Recoveries

    Purpose Statement

    • Picture yourself in the heart of a dynamic, fast-paced environment, where you can harness the power of data to make a real impact. As a member of the Credit Collections & Recoveries data and decision science team at Capitec Bank, you'll be at the forefront of driving strategic insights and leveraging data as a competitive advantage. Collaborating with a multi-disciplinary, agile team, you'll apply your algorithmic, data mining, predictive modelling, machine learning and statistical expertise to extract, analyze and interpret data from a variety of sources, unearthing hidden trends and patterns that will help guide the business towards success. Join us in shaping the future of finance and unlock your true potential at Capitec Bank.

    Education (Minimum)

    • Honours Degree

    Education (Ideal or Preferred)

    • Masters Degree

    Knowledge and Experience

    Minimum

    Knowledge: 

    • Solution and experimental design for model development
    • Machine learning development and underlying theory and assumptions of techniques. 
    • Predictive modelling techniques (statistical and machine learning) and deployment
    • Source control systems e.g. Git, Bitbucket, or SourceTree
    • Relational database technologies
    • Data Science lifecycle and applicable skills within

    Experience:

    • 2-5 years working experience in data science, machine learning and integration of developed solutions 
    • Business analysis and requirements gathering
    • Reproducible coding experience and working with source control tools e.g. Git, Bitbucket
    • Experience in deploying models into production
    • Spark, Hadoop or similar big data coding experience 
    • Working in remote environments, e.g. Docker, Linux
    • Working in cloud environments, e.g. Azure, AWS

    Ideal

    Knowledge:

    • Data analysis 
    • Solution and experimental design
    • Machine learning model architecture (technical design and implementation processes)
    • Specialist in one or more specific machine learning competencies, e.g. NLP, Deep Learning etc.

    Understanding of: 

    • Underlying theory and application of machine learning models must be able to understand underlying principles and theory and be able to teach others. 
    • Best practices for data science 
    • Ethical AI design principles
    • Capitec Data Science lifecycle 
    • Capitec DPLC

    Experience:

    • Exposure to leading in multiple functional/technical areas

    Skills

    • Analytical Skills
    • Attention to Detail
    • Communications Skills
    • Numerical Reasoning skills
    • Problem solving skills

    Additional Information

    • Clear criminal and credit record

    go to method of application »

    Officer: Merchant Services Logistics - Bellville

    Purpose Statement

    • To execute the end-to-end logistics processes relating to Merchant Services Card Machines and mPOS devices.
    • To maintain Card Machine and mPOS device stock details and enable the bank to determine and track location of devices.

    Experience

    Minimum:-

    • 1 – 2 years in a Logistics role 

    Ideal:-

    • 2+ years in a Logistics role 

    Qualifications (Minimum)

    • Grade 12 National Certificate / Vocational

    Qualifications (Ideal or Preferred)

    • A relevant tertiary qualification in Logistics or Commerce

    Knowledge

    Minimum:-

    • Principles of customer service
    • Logistics and Stock management processes
    • Vendor engagement

    Ideal:- 

    • Card Machine / Transactional environment
    • Stock management
    • Supplier engagement
    • Asset tracking systems

    Capitec Bank products, systems and processes

    Systems: 

    • Postilion (Including TermApp Framework)
    • Postilion Office (including MAS)
    • S-track

    Processes: 

    • Merchant Administration General Rules
    • Lost & Stolen Card Machines
    • Merchant Pricing Policy (including annexures)
    • Monitoring of POS Terminal Banking report
    • Merchant Administration Stock Management
    • Merchant TermApp Framework configuration
    • Termapp Recon Report

    Skills

    • Analytical Skills
    • Attention to Detail
    • Communications Skills
    • Planning, organising and coordination skills
    • Problem solving skills

    Conditions of Employment

    • Clear criminal and credit record

    Method of Application

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