Data Scientist Support Top-Tier Entrepreneurs
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Job Location:
Cape Town - South Africa
Monthly Salary:
Not Disclosed
Posted on:
16 hours ago
Vacancies:
1 Vacancy
Job Summary
A Message from Our CEO:
We are seeking a highly skilled Data Scientist with deep expertise in modern AI/ML systems including LLMs multimodal models fine-tuning techniques and advanced retrieval this role you will design prototype and deploy AI-powered solutions that leverage state-of-the-art language vision and agentic frameworks. You will work closely with engineering product and research teams across the US and Europe to bring cutting-edge AI capabilities into production environments.
Your Responsibilities:
- Design build and optimize LLM-powered systems using OpenAI Anthropic and open-source/local model families.
- Architect and implement RAG pipelines including hybrid search query rewriting prompt optimization and reranking strategies.
- Develop and maintain vector database infrastructures (Pinecone Weaviate Qdrant) for large-scale embedding storage and fast retrieval.
- Train evaluate and retrain embedding models for domain-specific semantic search and knowledge retrieval.
- Build and integrate multimodal AI solutions using OCR CLIP and modern vision architectures for text-image understanding.
- Apply fine-tuning techniques (LoRA/QLoRA) to adapt foundation models to organizational datasets and specialized tasks.
- Develop production-ready AI applications using Python PyTorch and modern orchestration frameworks.
- Implement LLM orchestration with LangChain or LlamaIndex including evaluators tool abstractions memory and RAG components.
- Establish robust evaluation frameworks to measure model performance reduce hallucination and ensure reliability in production.
- Build agentic workflows using AutoGen CrewAI or similar frameworks to power automation and multi-agent collaboration systems.
- Stay current with research trends and apply theoretical and practical insights in Generative AI to drive innovation across the organization.
What we look for:
- Experience in applied machine learning or data science with at least 2 years focused specifically on LLMs or Generative AI.
- Demonstrated experience building end-to-end RAG fine-tuning or multimodal AI systems.
- Strong proficiency in Python PyTorch and AI tooling ecosystems.
- Experience deploying models at scale in production environments.
- Strong understanding of evaluation metrics model reliability and safety/reduction of hallucination.
- Familiarity with vector embeddings vector databases and semantic search.
- Experience with agent frameworks such as AutoGen CrewAI or LangGraph-like toolkits.
- Experience with distributed training model optimization quantization or GPU acceleration.
- Knowledge of DevOps/MLOps tooling for deploying LLM-based systems.
- Contributions to open-source LLM or RAG projects.
What we offer:
- Competitive salary and performance-based bonuses.
- Fully remote flexible work environment.
- Modern laptop and hardware provided by us.
- Specialized training in AI automation and digital productivity tools.
- Global exposurecollaborate with top-tier founders and fast-growing startups.
- Continuous learning and career growth opportunities in an international environment.
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
RAY is on a mission to enable builders & innovators to focus on work only they can do and simultaneously create exciting high-paying jobs in the global south. We envision a world in which busy work is a relic of the past. In which our brightest minds can give 110% to their mission wit ... View more
