Data Scientist (Intermediate)

Discovery

Location
Johannesburg, Gauteng
Minimum qualification
Bachelor's degree
Closing date

First listed . Last checked at source .

In brief

**Overview** This role is for an Intermediate Data Scientist at Discovery. The position involves leveraging Discovery’s extensive clinical, demographic, and operational data to create opportunities that benefit customers. The successful candidate will work within a specialized and growing team focused on optimizing and improving client services for Discovery’s client schemes. **What you will do** Key responsibilities may include, but are not limited to: * Connecting with various stakeholders to understand data within a healthcare context. * Mining large structured and unstructured datasets to uncover new insights for healthcare efficiency and interaction strategies. * Researching and applying the latest machine learning algorithms and AI techniques. * Presenting data and model findings in a manner that provides actionable insights. * Implementing results for use in both internal and external environments. * Monitoring model performance. * Improving processes and databases when opportunities arise. **Requirements (from the original advert)** * **Technical Skills:** * Expertise in data science programming languages such as R, Python, and Scala. * Expertise in data manipulation skills, including SQL, for extracting, transforming, and loading data. * Experience in interactive data exploration and data-driven storytelling. * Understanding and application of Big Data and distributed computing principles (Hadoop, MapReduce). * 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 them. * Strong ability to communicate findings and recommendations effectively through visual, verbal, and written means. * Experience with production environment machine learning and AI. * Proficiency in version control systems such as Git for collaborative coding and maintaining code integrity. * Hands-on experience with Big Data systems (preferred). * **Education:** * Honours or Master’s degree in Data Science, Statistics, or Applied Mathematics, coupled with some experience in software engineering, computer science, or working with large disparate datasets; OR * Honours or Master’s degree in Computer Science or Software Engineering, with solid experience in statistical modeling, data mining, and machine learning. * Other analytical qualifications will be considered if accompanied by relevant experience. * **Experience:** * A minimum of 2-3 years’ work experience in a data science position. **Who should apply** The ideal candidate is motivated, productive, and works well within a team. They should possess a passion for data exploration and navigating complex healthcare environments. This role suits a self-starter with a willingness to learn and grow exponentially, along with a restless curiosity towards data and uncovering unknown correlations. The candidate must be able to work cohesively in a team, balance multiple priorities, and be capable of working alone without supervision when required. High levels of attention to detail, resilience, enthusiasm, energy, and drive are essential, as is a positive, can-do attitude and the ability to adapt to emerging technologies and tools. The candidate must be ethical, able to maintain confidentiality and manage boundaries, and align with Discovery’s values and core purpose. **Deadline** Not specified **Reference** Original posting: https://www.myjobmag.co.za/job/data-scientist-intermediate-discovery-limited-10 Source: myjobmag

Summary drafted with AI assistance from the original advert. The advert itself is the authority — how we use AI.

At a glance

  • At least 2 years of experience.
  • Python
  • SQL
  • Git

Extracted automatically from the advert; confirm requirements on the original listing.

Job description

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. 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. The successful candidate must be motivated, productive and work well within a team. Areas of responsibility may include but not limited to * Connecting with a multitude of stakeholders to understand the data in a healthcare context * Mining large structured and unstructured datasets to find new insights to inform healthcare efficiency and 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 * Implementing results for use in both the internal and external environments * 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 Hadoop and MapReduce * 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 * Production environment machine learning and AI * A passion for data exploration and complex healthcare environment * 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 * Positive, can-do attitude * Ability to adapt to emerging technologies and tools * Proficiency in version control systems such as Git for collaborative coding and maintaining code integrity * Ethical and able to maintain confidentiality and manage boundaries * Aligned to Discovery values and core purpose 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 2-3 years’ work experience in a data science position

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Data Scientist (Intermediate) at Discovery | SPANi - South African Jobs