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  • Posted: Oct 28, 2021
    Deadline: Not specified
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    Imagine a world where people live healthier, more enhanced and protected lives… A world in which each organisation is a powerful influencer and responsible corporate citizen, committed to being a force for social good. As a leading innovator in healthcare, wellness, insurance, investments, financial and life planning, Discovery works ceaselessly to...
    Read more about this company

     

    Junior Data Scientist

    Key Purpose

    In this role you will be involved in creating opportunities that delight our customers by leveraging Discovery’s vast clinical, demographic and operational data. Using this data with predictive modelling and machine learning techniques you will have a direct impact on strategic initiatives to support Discovery’s world-class operations. The successful applicant will be working within a highly specialized and growing team investigating ways to optimize and improve client services for Discovery’s client schemes.

     

    Areas of responsibility may include but not limited to

    • Connecting with a multitude of stakeholders to understand the data in a healthcare and operational context

    • Mining large structured and unstructured datasets to find new insights to inform operational efficiency and ‘member- delight’ interaction strategies

    • Research and application of the most up to date machine learning algorithms and AI techniques

    • Present data and model findings in a way that provides actionable insights to business users

    • Monitoring model performance

    • Improve processes and databases where opportunities arise

    Personal Attributes and Skills

    • Expert in data science programming languages such as R, Python, Scala

    • Expert in data manipulation skills including SQL to extract, transform and load data

    • Experience in interactive data exploration and data-driven story telling

    • Understanding and application of Big Data and distributed computing principles

    • Hands on experience with Big Data systems will be preferred

    • Strong analytical and statistical knowledge with an understanding of the latest machine learning algorithms for both structured and unstructured data

    • Ability to formulate problem statements and develop a plan for tackling the problem

    • Strong ability to communicate findings and recommendations from data (visual, verbal and written)

    • Integration and implementation experience

    • A passion for data exploration and analytics

    • Self-starter

    • Willingness to learn and grow exponentially

    • A restless curiosity towards data and uncovering unknown correlations

    • Ability to work cohesively in a team environment and balance multiple priorities

    • A team player who can work alone when required and without supervision

    • High level of attention to detail, resilience, enthusiasm, energy and drive

    Education and Experience

    • Honours or Master’s degree in either Data Science, Statistics, or Applied Mathematics with some experience in software engineering, computer science or working with big disparate sets of data, OR

    • Honours or Master’s degree in Computer Science or Software Engineering with solid experience in statistical modelling, data mining and machine learning

    • Other analytical qualifications will also be considered if accompanied by the relevant experience

    • A minimum of 1 years’ work experience in a data science position

    EMPLOYMENT EQUITY   
                                 
    The Company’s approved Employment Equity Plan and Targets will be considered as part of the recruitment process. As an Equal Opportunities employer, we actively encourage and welcome people with various disabilities to apply.

    go to method of application »

    Business Analyst

    Key Purpose

    • The role of the Business Analyst (Intermediate) is to understand and analyze the problems the customer has through a structured process of interviewing, analyzing, modeling, validating and detailing the solution into a product requirements specification in an incremental way that enables customer’s agility. They will work actively with the developers and help them to understand the product requirements and will test the developed technical solution. The Business Analyst (Intermediate) will work primarily in defining generic solutions with multiple business areas and multiple teams that require integration of solutions. They will actively participate in defining Business Analysis best practices for the entire organization and contribute to Discovery Group’s best practices definitions as well. The Business Analyst (Intermediate) will contribute actively to the development of the Business Architecture of the organization.

    Areas of responsibility may include but not limited to:

    The successful candidate will be required to perform but not limited to the following key outputs in respect of the Care and Claims portfolio:

    Business Cases

    • Customer Requirements Specification (CRS) – project specific and master:
    • Problem Context Definition
    • Customer Journey Definitions
    • Business Terms Definitions
    • Business Domain Models
    • Business Process Definitions
    • Business Rules Definitions
    • Business Use Cases/Stories

    Business Requirements Models with dependencies
    Product Requirements Specification (PRS) – project specific and master:

    • Solution Context Definition
    • Solution Domain Models
    • System Process Definitions
    • System Use Cases/Stories Realizations
    • Sequence Models
    • Statechart Models
    • Interface Definitions
    • System Quality Definitions
    • GUI Definitions
    • Change Requests

    Requirements Traceability Matrix

    • Peer Review Records
    • Test Packs – project specific and master
    • Scenario Definitions
    • Test Cases
    • Business Cases

    Customer Requirements Specification (CRS) – project specific and master:

    • Problem Context Definition
    • Customer Journey Definitions
    • Business Terms Definitions
    • Business Domain Models
    • Business Process Definitions
    • Business Rules Definitions
    • Business Use Cases/Stories
    • Business Requirements Models with dependencies

    Product Requirements Specification (PRS) – project specific and master:

    • Solution Context Definition
    • Solution Domain Models
    • System Process Definitions
    • System Use Cases/Stories Realizations
    • Sequence Models
    • Statechart Models
    • Interface Definitions
    • System Quality Definitions
    • GUI Definitions
    • Change Requests

    Requirements Traceability Matrix

    • Peer Review Records
    • Test Packs – project specific and master
    • Scenario Definitions
    • Test Cases
    • Test Results

    Project Documentation
    Project Plan
    Project Monitoring and Control Tracking Report
    Perform Project Management activities across multiple projects, such as providing the client as well as relevant team members with estimates of the duration of tasks
    Release Notes
    Training Material

    Competencies

    The successful candidate must demonstrate the following competencies:

    Problem solving
    Critical thinking
    Innovation drive
    Customer service orientation
    Business writing and verbal skills
    Presentation and facilitation skills
    Business and System Process mapping
    Business Domain modelling
    Software testing pack design
    Functional testing
    Excellent communication skills
    Results orientation
    Conflict resolution
    Negotiation skills
    Project management
    Time management
     
    Education and Experience

    Minimum IT degree level education (BCom or BSc in information systems or computer science)
    Minimum 3 years’ experience in a Business Analyst role
    Strong Consulting experience
    Business experience and product knowledge
    Knowledge of BABOK, ITIL, CMMI, PCMM
    Technical knowledge of UML, XML, SQL
    Exposure and experience in BPMN Process Design
    Exposure and knowledge of industry compliance standards and legislation
     
    EMPLOYMENT EQUITY   
                                 
    The Company’s approved Employment Equity Plan and Targets will be considered as part of the recruitment process. As an Equal Opportunities employer, we actively encourage and welcome people with various disabilities to apply.

    Method of Application

    Use the link(s) below to apply on company website.

     

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