drjobs Data Scientist - Insights

Data Scientist - Insights

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1 Vacancy
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Job Location drjobs

Johannesburg - South Africa

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Minimum requirements:

    • Matric / Grade 12 / National Senior Certificate
    • Advanced Diplomas / National 1st Degrees
    • Post Graduate Degree Computer Science Econometrics Mathematical Statistics Actuary Science (ideal)
    • SAS Data Scientist certification Microsoft Data Scientist IBM data engineer (ideal)
    • Post graduate degree in computer science statistics or operations research or related technical discipline.
    • 46 years experience in a statistical and/or data science role.
    • Deep knowledge of machine learning statistics optimization or related field.
    • Experience with R Python Matlab is required programming in C C Java.
    • Experience working with large data sets simulation/ optimization and distributed computing tools (Map/Reduce Hadoop Hive Spark Gurobi Arena etc.)
    • Excellent written and verbal communication skills along with strong desire to work in cross functional teams.
    • Attitude to thrive in a fun fastpaced startup like environment

    Technical / Professional Knowledge:

    • Analysing situations or data that requires an in depth evaluation of multiple factors
    • Data Mining
    • Data Warehousing
    • Financial modelling and analytics
    • Research and analytics
    • Strategy planning and execution

    Responsibilities:

    • Develop bestinclass statistical models and algorithms
    • Conducts advanced statistical analysis
    • Provide actionable insights identify trends and measure performance
    • Create value out of enterprise wide data
    • Provide insights to BI and BA to further exploit and present their models
    • Provide strategic direction ito data information received
    • Apply advanced analytical techniques such as machine learning and artificial intelligence in order to derive business value.
    • Conduct data discovery for inclusion in models.
    • Collaborate with key stakeholders to obtain business acumen and intellectual property
    • Keep abreast with latest tools and techniques
    • Understands business problems and designs endtoend analytics use cases
    • Collaborates with model developers to implement and deploy scalable solutions
    • Develop complex models and algorithms that drive innovation throughout the organization.
    • Ensure improvement of ontime performance and network planning
    • Provide thought leadership by researching best practices conducting experiments and collaborating with industry leaders.
    • Work with large data sets simulation/ optimization and distributed computing tools (Map/Reduce Hadoop Hive Spark Gurobi Arena etc.)
    • Ensure understanding of pros and cons of different analytics approaches for problem type.
    • Implements more advanced algorithms e.g. complex descriptive.
    • Ensure Quality controls of own work and those of junior scientists.
    • Understand current state of analytics more broadly and apply techniques from across industries.
    • Map problems and quantify the impact of proposed measures.
    • Develop and prioritise use case roadmaps
    • Support the achievement of the business strategy objectives and values by reviewing company and Business Unit Plan and ensuring delivered systems process services and solutions are aligned.
    • Improve personal capability and stay abreast of developments in field of expertise by identifying training courses and career progression for self through input and feedback from managers.
    • Ensure personal growth and enable effectiveness in performance of roles and responsibilities by ensuring all learning activities are completed experience practiced and certifications obtained and/or maintained within specified time frames.
    • Enable skilling and required corrective action to take place by sharing knowledge and industry trends with team and stakeholders during formal and informal interaction.
    • Obtain buyin for developing new and/or enhanced processes (e.g. operational processes) that will improve the functioning of stakeholders businesses by highlighting benefits in support of the implementation of recommendations.
    • Support the achievement of the business strategy objectives and values
    • Stay abreast of developments in field of expertise
    • Ensure personal growth and enable effectiveness in performance of roles and responsibilities
    • Contribute to the company Culture building initiatives (e.g. staff surveys etc.).
    • Participate and support corporate responsibility initiatives for the achievement of business strategy
    • Seek opportunities to improve business processes models and systems though agile thinking.

    Employment Type

    Full Time

    Company Industry

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