
AI Model Customization Expert
1 day ago
We are looking for a skilled individual to join our team as an AI Model Customization Specialist.
Responsibilities:
- Design, test and refine prompts, chains, and workflows to achieve high-quality results from LLMs.
- Fine-tune and customize pre-trained LLMs on domain-specific datasets.
- Implement evaluation metrics to measure prompt effectiveness, response accuracy, and model reliability.
- Collaborate with engineering teams to integrate LLMs into production environments.
- Research and apply the latest techniques in prompt engineering, retrieval-augmented generation (RAG), few-shot/zero-shot learning, and model alignment.
- Establish guardrails and safety mechanisms to prevent harmful or biased outputs.
- Document best practices and build internal guidelines for effective prompt usage.
Requirements:
- Proven experience in LLM prompt engineering, fine-tuning, or customization.
- Hands-on experience with frameworks such as LangChain, LlamaIndex, Haystack, or similar.
- Proficiency in Python and experience with ML libraries (PyTorch, TensorFlow, Hugging Face Transformers).
- Strong understanding of natural language processing (NLP) concepts and LLM architectures.
- Ability to analyze and optimize model outputs for accuracy, consistency, and safety.
- Familiarity with cloud platforms (AWS, GCP, Azure) and MLOps practices is a plus.
- Excellent communication skills and ability to translate technical work into business impact.
Preferred Qualifications:
- Experience with fine-tuning open-source LLMs (LLaMA, Falcon, Mistral, etc.).
- Background in information retrieval, vector databases (Pinecone, Weaviate, FAISS). Knowledge of evaluation frameworks for LLMs (HELM, OpenAI Evals, Ragas, etc.). Previous work in AI productization or enterprise-level AI solutions.
What We Offer:
- Competitive compensation package.
- Flexible working hours and remote-friendly culture.
- Access to high-performance compute infrastructure.
- Opportunities to work on groundbreaking AI projects in healthcare, security, and defense.
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