Senior AI Engineer: Predictive Analytics Innovator

Placements24; LegKraal Gate; Hybride; ZAR 900 000 - 1 500 000; Plein temps

Avantages offerts par ce poste

Bonuses

Medical coverage

Retirement fund

Conferences & certifications

Résumé du poste

Placements24 is seeking a Senior AI Engineer specializing in Predictive Analytics to join our team in Mahikeng, North West. You will lead end-to-end development and deployment of predictive models, working with diverse datasets to extract actionable insights and forecast trends that drive client success.

The role requires a strong quantitative background, expertise in ML algorithms, and a proven ability to deliver impactful predictive solutions.

Qualifications

• Master's or PhD in Data Science, Statistics, Computer Science, Mathematics, or a related quantitative field.
• 5+ years of professional experience in developing and deploying predictive models.
• Strong proficiency in Python or R, and experience with ML libraries such as scikit-learn, TensorFlow, or PyTorch.
• Expertise in various predictive modeling techniques (e.g., regression, time series analysis, classification, ensemble methods).
• Experience with data manipulation and analysis tools (e.g., Pandas, SQL, Spark).
• Familiarity with cloud platforms (AWS, Azure, GCP) and their data/ML services.
• Excellent problem-solving, analytical, and critical thinking skills.
• Strong communication and presentation skills.
• Experience with A/B testing and experimental design is a plus.
• Knowledge of MLOps principles is beneficial.

Responsabilités

• Develop, implement, and deploy sophisticated predictive models using machine learning and statistical techniques.
• Analyze large and complex datasets to identify patterns, trends, and correlations relevant to business objectives.
• Design and build data pipelines for feature engineering, model training, and evaluation.
• Collaborate with business stakeholders to understand their needs and translate them into analytical requirements.
• Evaluate model performance and iterate on model development to improve accuracy and robustness.
• Communicate findings and insights clearly to both technical and non-technical audiences through reports and presentations.
• Stay abreast of the latest advancements in AI, machine learning, and predictive modeling.
• Ensure models are deployed effectively into production environments and monitored for performance.
• Mentor junior data scientists and AI engineers, fostering a culture of learning and innovation.

Connaissances

Python

R

Machine learning

Time series

Data analysis

Formation

Master's/PhD in Data Science/Statistics/CS/Math

Outils

scikit-learn

TensorFlow

PyTorch

Pandas

SQL

Description du poste

Placements24 is seeking a Senior AI Engineer specializing in Predictive Analytics to join our team in Mahikeng, North West. You will lead end-to-end development and deployment of predictive models, working with diverse datasets to extract actionable insights and forecast trends that drive client success.

The role requires a strong quantitative background, expertise in ML algorithms, and a proven ability to deliver impactful predictive solutions.