Senior Data Scientist - Machine Learning

Placements24; Rustenburg; On-site; ZAR 900,000 - 1,300,000; Full time

Benefits offered by this job

Medical insurance

Dental insurance

Vision insurance

Conferences and training

Job summary

Placements24 in Rustenburg is seeking a Senior Data Scientist specializing in machine learning to join our advanced analytics team. You will develop and deploy sophisticated models to solve business challenges, work with large datasets, and translate business needs into data-driven solutions.

The role requires a Masters or PhD in a quantitative field, 5+ years experience, and strong Python or R skills, with experience in Spark/Hadoop and SQL.

Qualifications

• Master's or PhD in Data Science, Computer Science, Statistics, or a related quantitative field.
• 5+ years of experience in data science or machine learning roles.
• Proven expertise in Python or R programming, including libraries like Scikit-learn, TensorFlow, PyTorch, and Pandas.
• Strong understanding of various machine learning techniques, including regression, classification, clustering, and deep learning.
• Experience with big data technologies (e.g., Spark, Hadoop) and database querying (SQL).
• Excellent analytical, problem-solving, and communication skills.

Responsibilities

• Design, develop, and implement predictive models using advanced machine learning algorithms and statistical techniques.
• Clean, preprocess, and analyze large, complex datasets to identify trends, patterns, and insights.
• Evaluate model performance, conduct A/B testing, and iterate on solutions to improve accuracy and effectiveness.
• Collaborate with engineers to deploy machine learning models into production environments.
• Communicate complex findings and recommendations clearly and concisely to both technical and non-technical audiences.
• Stay abreast of the latest advancements in data science, machine learning, and artificial intelligence.

Skills

Analytical thinking

Communication skills

Problem solving

Education

Master's or PhD in Data Science or related field

Tools

Python

R

Scikit-learn

TensorFlow

PyTorch

Pandas

SQL

Spark

Hadoop

Job description

About the Role

Our client is seeking a highly analytical and innovative Senior Data Scientist specializing in Machine Learning to join their advanced analytics team in Rustenburg . In this crucial role, you will be responsible for developing and deploying sophisticated machine learning models to solve complex business challenges, drive data-informed decisions, and uncover actionable insights. You will work with large, diverse datasets and collaborate closely with stakeholders across various departments to translate business needs into data science solutions. This position offers a unique opportunity to pioneer data-driven initiatives within a company committed to leveraging cutting-edge technology in the North West province.

Key Responsibilities

• Design, develop, and implement predictive models using advanced machine learning algorithms and statistical techniques.
• Clean, preprocess, and analyze large, complex datasets to identify trends, patterns, and insights.
• Evaluate model performance, conduct A/B testing, and iterate on solutions to improve accuracy and effectiveness.
• Collaborate with engineers to deploy machine learning models into production environments.
• Communicate complex findings and recommendations clearly and concisely to both technical and non-technical audiences.
• Stay abreast of the latest advancements in data science, machine learning, and artificial intelligence.

Requirements

• Master's or Ph.D. in Data Science, Computer Science, Statistics, or a related quantitative field.
• 5+ years of experience in data science or machine learning roles.
• Proven expertise in Python or R programming, including libraries like Scikit-learn, TensorFlow, PyTorch, and Pandas.
• Strong understanding of various machine learning techniques, including regression, classification, clustering, and deep learning.
• Experience with big data technologies (e.g., Spark, Hadoop) and database querying (SQL ).
• Excellent analytical, problem-solving, and communication skills.

Benefits

• Highly competitive salary and performance bonus structure.
• Comprehensive medical, dental, and vision insurance plans.
• Opportunities for attending leading industry conferences and training programs.
• Pension fund and other retirement benefits.
• A stimulating work environment in Rustenburg with a focus on innovation and professional growth.
• On-site amenities and support services.