Data Scientist
Cape Town, South Africa
A ZAR 348K-420K (estimate) Mid-level Full Time
Tasks
- Automate data and model workflows
- Build and adapt computer vision models
- Build dashboards and internal tools
- Build predictive and prescriptive models
- Build retrieval-augmented generation pipelines
- Collaborate with engineers on data quality
- Define problems and success criteria with stakeholders
- Design and analyze A/B tests
- Design prompt engineering strategies
- Design, train, evaluate, and deploy machine learning models
- Develop and fine-tune NLP models
- Document methodologies experiments and model decisions
- Evaluate and mitigate generative AI risks
- Integrate model outputs with Zoho CRM
- Own full machine learning lifecycle
- Package and deploy models with Docker
- Perform exploratory data analysis
- Translate analytical findings for non-technical stakeholders
- Use large language models for generative AI applications
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | BERT | CNN | Claude | Claude Code | Computer Vision | Deluge | Detectron2 | Docker | Experimental Design | Framer Motion | GPT | Generative AI | Hugging Face | Hypothesis Testing | JavaScript | Langchain | Llamaindex | N8n | NLP | NumPy | OpenAI API | OpenCV | PGVector | Pandas | PostgreSQL | PyTorch | Python | RAG | React | Regression | SQL | Scikit-learn | Statistics | Tailwind CSS | TensorFlow | Transformers | TypeScript | Vector Databases | Vision Transformer | YOLO | Zapier | Zoho CRM
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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