Data Scientist - Predictive Modeling

Placements24; Bloemfontein; Hybrid; ZAR 700,000 - 1,100,000; Full time

Benefits offered by this job

Competitive salary & bonuses

Health insurance

Flexible remote work

Professional development

Diverse projects

Remote team culture

Home office stipend

Job summary

Placements24 is seeking a Data Scientist specializing in Predictive Modeling for a fully remote role in South Africa. You will develop and deploy predictive models to drive business decisions, optimize operations, and forecast trends.

You will work with large datasets, collaborate with stakeholders, and communicate insights through visuals and reports. A strong background in statistics, ML, and data visualization is essential, with 3+ years of experience and an advanced degree.

Qualifications

• Master's or Ph.D. in statistics, mathematics, CS, data science, or related field.
• 3+ years in data science with a focus on predictive modeling.
• Proficiency in Python or R and libraries like Pandas, NumPy, Scikit-learn, TensorFlow or PyTorch.
• Strong knowledge of statistical modeling, time series forecasting, and ML algorithms.
• Experience with data visualization tools such as Matplotlib, Seaborn, Tableau.
• Familiarity with SQL and database management.
• Excellent analytical and problem-solving skills.
• Strong communication and ability to explain complex concepts to non-technical audiences.
• Experience working in a remote team.

Responsibilities

• Develop, validate, and deploy predictive models using advanced statistical and machine learning techniques.
• Clean, transform, and prepare large datasets for modeling and analysis.
• Identify key features and drivers within data to inform model development.
• Evaluate model performance using appropriate metrics and techniques, and iterate for improvement.
• Collaborate with business stakeholders to understand their needs and translate them into data science problems.
• Communicate findings and model insights effectively through visualizations and reports.
• Stay current with the latest advancements in data science, machine learning, and statistical modeling.
• Implement and maintain models in production environments.
• Conduct exploratory data analysis to uncover trends and patterns.

Skills

Python

R

SQL

Pandas

NumPy

Scikit-learn

TensorFlow

PyTorch

Data Visualization

Statistics

Education

MSc/PhD in Statistics/Math/CS/Data Science

Tools

Tableau

Matplotlib

Seaborn

Power BI

Job description

About the Role

Our client is a leading analytics firm dedicated to unlocking insights from complex data for businesses across various sectors. We are seeking a talented Data Scientist specializing in Predictive Modeling to join our team. This is a fully remote position, allowing you to contribute from anywhere in South Africa. You will be responsible for developing and deploying sophisticated predictive models that drive business decisions, optimize operations, and forecast future trends. Your expertise in statistical analysis, machine learning, and data visualization will be critical in transforming raw data into actionable intelligence.

Key Responsibilities

• Develop, validate, and deploy predictive models using advanced statistical and machine learning techniques.
• Clean, transform, and prepare large datasets for modeling and analysis.
• Identify key features and drivers within data to inform model development.
• Evaluate model performance using appropriate metrics and techniques, and iterate for improvement.
• Collaborate with business stakeholders to understand their needs and translate them into data science problems.
• Communicate findings and model insights effectively through visualizations and reports.
• Stay current with the latest advancements in data science, machine learning, and statistical modeling.
• Implement and maintain models in production environments.
• Conduct exploratory data analysis to uncover trends and patterns.

Requirements

• Master's or Ph.D. in Statistics, Mathematics, Computer Science, Data Science, or a related quantitative field.
• 3+ years of experience in data science, with a strong focus on predictive modeling.
• Proficiency in programming languages such as Python or R, and relevant libraries (e.g., Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch).
• Solid understanding of statistical modeling, regression analysis, time series forecasting, and machine learning algorithms.
• Experience with data visualization tools (e.g., Matplotlib, Seaborn, Tableau).
• Familiarity with SQL and database management.
• Excellent analytical and problem-solving skills.
• Strong communication and presentation skills, with the ability to explain complex concepts to non-technical audiences.
• Experience working in a remote team environment.

Benefits

• Competitive salary and potential for performance bonuses.
• Comprehensive health insurance coverage.
• Flexible remote work arrangements and generous paid time off.
• Opportunities for professional development, including online courses and workshops.
• Exposure to diverse and challenging data science projects.
• A collaborative and supportive remote team culture.
• Home office stipend.