Remote AI/ML Data Scientist - Predictive Modeling

Placements24; Upington; Hybrid; ZAR 650,000 - 1,200,000; Full time

Job summary

Placements24 is seeking a highly skilled Remote AI/ML Data Scientist to design and deploy predictive models for a diverse, global client base. You will work on challenging forecasting, classification, and regression tasks, translating complex data into actionable insights while collaborating with a distributed team.

You should have a strong quantitative background, advanced Python or R skills, and experience with ML libraries.

Qualifications

• Master's or PhD in Statistics, Computer Science, Data Science, Mathematics, or a related quantitative field.
• Proven experience in building and deploying predictive models using machine learning techniques.
• Strong programming skills in Python or R, with experience in libraries such as scikit-learn, TensorFlow, PyTorch, pandas, NumPy.
• Solid understanding of statistics, hypothesis testing, and experimental design.
• Experience with data visualization tools and techniques.
• Excellent analytical, problem-solving, and communication skills.
• Ability to work independently and manage time effectively in a remote environment.

Responsibilities

• Develop, train, and deploy machine learning models for predictive tasks (forecasting, classification, regression).
• Perform data cleaning, feature engineering, and exploratory data analysis on large datasets.
• Evaluate model performance using appropriate metrics and iterate for improvement.
• Collaborate with stakeholders to translate business problems into data science solutions.
• Communicate complex findings clearly to technical and non-technical audiences.
• Stay current with advancements in AI, ML, and statistical modeling.
• Contribute to reusable code libraries and best practices.
• Ensure robustness and scalability of predictive modeling solutions.

Skills

Python

R

Scikit-learn

TensorFlow

PyTorch

Pandas

NumPy

Statistics

Hypothesis testing

Experimental design

Data visualization

Communication

Remote work

Education

Master's or PhD in Statistics / CS / Data Science / Mathematics

Tools

TensorFlow

PyTorch

scikit-learn

pandas

NumPy

Job description

About the Role

Our client, a cutting-edge data science consultancy, is seeking a talented Remote AI/ML Data Scientist with expertise in predictive modeling. This is a fully remote role, enabling you to contribute to impactful projects from anywhere. You will leverage your skills in machine learning and statistical analysis to build sophisticated predictive models that drive business decisions for our diverse clientele. The ideal candidate possesses a strong quantitative background, proficiency in programming, and a passion for extracting insights from complex datasets. This is an excellent opportunity to work on challenging problems with a global reach, contributing to advancements in AI-driven forecasting and decision-making. You will collaborate with a team of data professionals dedicated to pushing the boundaries of data science.

Key Responsibilities

• Develop, train, and deploy machine learning models for predictive tasks (e.g., forecasting, classification, regression).
• Perform data cleaning, feature engineering, and exploratory data analysis on large datasets.
• Evaluate model performance using appropriate metrics and techniques, and iterate for improvement.
• Collaborate with stakeholders to understand business problems and translate them into data science solutions.
• Communicate complex findings and model insights clearly to both technical and non-technical audiences.
• Stay current with the latest advancements in AI, machine learning, and statistical modeling.
• Contribute to the development of reusable code libraries and best practices.
• Ensure the robustness and scalability of predictive modeling solutions.

Requirements

• Master's or Ph.D. in Statistics, Computer Science, Data Science, Mathematics, or a related quantitative field.
• Proven experience in building and deploying predictive models using machine learning techniques.
• Strong programming skills in Python or R, with experience in relevant libraries (e.g., scikit-learn, TensorFlow, PyTorch, pandas, NumPy).
• Solid understanding of statistical concepts, hypothesis testing, and experimental design.
• Experience with data visualization tools and techniques.
• Excellent analytical, problem-solving, and critical thinking skills.
• Ability to work independently and manage time effectively in a remote environment.
• Strong communication and collaboration skills.

Benefits

• Our client offers a competitive salary and a comprehensive benefits package, tailored for remote employees.
• This fully remote position provides significant flexibility in working hours and location.
• You will have the opportunity to work on a variety of challenging and impactful projects for a global clientele.
• Professional development opportunities, including online courses and virtual conferences, are provided.
• Our client fosters an innovative and supportive work culture.
• Join a team dedicated to harnessing the power of AI and data science to solve complex business challenges, all within a fully remote setting.