Data Scientist - AI/ML Innovation

Placements24; Benoni; Presencial; ZAR 900.000 - 1.500.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Competitive salary

Health insurance

Retirement plan

Conferences

Training opportunities

Powerful computing resources

Collaborative culture

Descripción de la vacante

Placements24 in Benoni, Gauteng seeks a passionate Data Scientist to join its AI-focused R&D team. You will work on large, diverse datasets to develop and deploy novel ML models that drive business value and new product development.

Responsibilities include designing data pipelines, training and evaluating models, and collaborating with engineers and product managers while staying current with AI research trends.

Formación

• Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, Physics, or a related quantitative field.
• Proven experience (3+ years) as a Data Scientist or in a similar role involving AI/ML model development.
• Strong proficiency in Python programming and associated data science libraries (e.g., pandas, NumPy, scikit-learn, SciPy).
• Experience with deep learning frameworks such as TensorFlow or PyTorch.
• Solid understanding of statistical modeling, machine learning algorithms, and experimental design.
• Experience with SQL and working with large datasets.
• Excellent analytical, problem-solving, and critical thinking skills.
• Strong communication and presentation skills.

Responsabilidades

• Conduct exploratory data analysis to identify patterns, trends, and opportunities for AI/ML applications.
• Develop, train, and evaluate sophisticated machine learning models for various applications, including classification, regression, clustering, and recommendation systems.
• Design and implement robust data pipelines for data preparation, feature engineering, and model deployment.
• Collaborate with engineering teams to integrate ML models into production systems and applications.
• Stay abreast of the latest advancements in data science, machine learning, and artificial intelligence research.
• Communicate complex findings and recommendations clearly to both technical and non-technical audiences.
• Develop prototypes and proof-of-concepts to validate new ideas and approaches.
• Contribute to the continuous improvement of data science methodologies and tools within the team.

Conocimientos

Analytical thinking

Communication skills

Problem-solving

Team collaboration

Educación

Master's or PhD in CS/Statistics/Math/Physics

Herramientas

Python

pandas

NumPy

scikit-learn

SciPy

TensorFlow

PyTorch

SQL

Descripción del empleo

About the Role Our client, a dynamic tech company at the forefront of AI innovation, is seeking a passionate Data Scientist to join their dedicated research and development team in Benoni, Gauteng . This role is designed for an individual eager to explore, develop, and implement novel AI and machine learning models that solve complex business problems and drive new product development. You will work with large, diverse datasets, leveraging advanced analytical techniques and cutting-edge ML algorithms. The ideal candidate possesses a strong quantitative background, excellent programming skills, and a proven ability to derive insights and build predictive models. You will collaborate with engineers, product managers, and other stakeholders to translate data-driven findings into tangible business value and technological advancements. This is a fantastic opportunity to contribute to pioneering AI initiatives and grow your career within a stimulating and supportive environment in Benoni, Gauteng .

Key Responsibilities

• Conduct exploratory data analysis to identify patterns, trends, and opportunities for AI/ML applications.
• Develop, train, and evaluate sophisticated machine learning models for various applications, including classification, regression, clustering, and recommendation systems.
• Design and implement robust data pipelines for data preparation, feature engineering, and model deployment.
• Collaborate with engineering teams to integrate ML models into production systems and applications.
• Stay abreast of the latest advancements in data science, machine learning, and artificial intelligence research.
• Communicate complex findings and recommendations clearly to both technical and non-technical audiences.
• Develop prototypes and proof-of-concepts to validate new ideas and approaches.
• Contribute to the continuous improvement of data science methodologies and tools within the team.

Requirements

• Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, Physics, or a related quantitative field.
• Proven experience (3+ years) as a Data Scientist or in a similar role involving AI/ML model development.
• Strong proficiency in Python programming and associated data science libraries (e.g., pandas, NumPy, scikit-learn, SciPy).
• Experience with deep learning frameworks such as TensorFlow or PyTorch.
• Solid understanding of statistical modeling, machine learning algorithms, and experimental design.
• Experience with SQL and working with large datasets.
• Excellent analytical, problem-solving, and critical thinking skills.
• Strong communication and presentation skills.

Benefits

• Competitive salary and performance-based bonuses.
• Comprehensive health, dental, and vision insurance.
• Generous retirement savings plan.
• Opportunities for professional growth, including conferences and further education.
• Access to powerful computing resources and cutting-edge technologies.
• Dynamic and collaborative work culture in Benoni, Gauteng .