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Data Scientist

3 months ago

Johannesburg, Gauteng, South Africa De Beers Group of Companies Full time
Company Description

  • We're reimagining mining to improve people's lives. That includes the lives of everyone who works for Anglo American. We strive to be a great company where employees are happy, inspired to do their best work. A place where every colleague can grow, develop and realise their potential. To live up to our Always with Purpose employee value proposition, we're putting the development and growth of colleagues first by ensuring everyone at Anglo American has the career experience they deserve.

Job Description:

  • Business Intelligence and Data Analytics is a central team within the Information Management discipline in Anglo American. The Business Intelligence and Data Analytics team is a high performing technology team providing core digital competencies across product, platform, dashboards, data, and data science.
This role sites within our global data science team.

In this role, your technical acumen and innate curiosity will fuel your drive to resolve complex problems and derive valuable insights.

You will thrive in a culture of calculated risks, continuous learning, and boundary-pushing innovation.


The Data Scientist will contribute to diverse areas such as time-series data, computer vision, simulation, generative AI, and AI governance across various domains.

Initially, your focus will be on enhancing operational performance.

Key responsibilities:

  • Being a partner with specific teams to capture business requirements and understand the questions they are trying to address, and the data they have or need to collect to address their questions
  • Personally, or in collaboration with internal/external teams developing statistical models, algorithms and/or machine learning algorithms to analyse data and address a particular business question
  • Presenting datadriven insights and recommendations to functional leads
  • Contributing to best practice for agile model and analytics development
  • Staying updated with data science trends and technologies
  • Leading by example with a strong continuous improvement and analytical mindset
  • Assisting with developing the roadmap for future analytical components as data science solutions approach operation
  • Supporting the team to ensure existing data science solutions remain accurate and trusted by the business
**Qualifications

  • Education level**:
  • Required: An undergraduate qualification (Bachelors / Honours degree or equivalent) in a relevant numerical/technical discipline
  • Preferred: Postgraduate qualification in a relevant numerical/technical discipline

Skillset:

  • Strong proficiency in programming languages (Python, SQL) and data manipulation libraries (pandas, NumPy).
  • A problemsolving mindset with a strong drive to learn and experiment
  • Excellent communication and presentation skills
  • Project management skills to lead data science development and implementation
  • Ability to work independently and as part of a team
  • Eagerness to stay informed about the latest advancements in data science and learn with the team as we mature

EXPERIENCE

  • 5+ years of experience as a Data Scientist or an adjacent role
  • Delivery of data science projects (simulation, machine learning, statistical methods, hypothesis testing, experimental design etc)
  • Familiarity with machine learning frameworks (Scikitlearn, TensorFlow, PyTorch etc).
  • Experience with cloud data science platforms (for example Databricks, AzureML)
  • Effective communication of insights from data science work through data visualization tools (like Power BI, matplotlib/seaborn/plotly/dash/streamlit etc)
  • Able to surface and address pros and cons of different data science approaches
  • Understanding of distributed computing for handling and processing large datasets
  • Understanding of ethical/responsible AI frameworks

Advantageous:

  • Experience leading small teams
  • Experience in the mining sector or similar other industrials
  • Experience building numerical simulations of physical systems
  • Experience with operational timeseries data and timeseries data platforms (for example Seeq)
  • Understanding of advanced process control
**Additional Information

  • What we offer*
  • When you join Anglo American, you can expect to enjoy a competitive salary and benefits package. But more than this, you'll find yourself in an environment where the opportunities for learning and growth are second to none. From technical training to leadership programmes, we bring out the best in our people. There are plenty of opportunities to move onwards and upwards too. We're a large, successful multinational company and we're still growing all the time.

Who we are?

  • Anglo American is a global diversified mining business. Our portfolio of worldclass mining operations provides the metals and minerals that make modern life possible. We use innovative practices and the latest technologies to discover new resources and mine, process, move and market our products to our customers