AI/ML Engineer
4 weeks ago
About Ascendion
Ascendion is a full-service digital engineering solutions company that makes and manages software platforms and products that power growth and deliver captivating experiences to consumers and employees. Our engineering, cloud, data, experience design, and talent solution capabilities accelerate transformation and impact for enterprise clients.
Key Responsibilities:
- Develop and implement large language models (LLMs) for product development.
- Work with vector databases and graph databases, such as Pinecone, Milvus, and Neo4j, to create effective embeddings, chunking, and indexing for RAG.
- Design and implement transformer/neural network models for NLP tasks.
- Utilize Open AI APIs and open-source LLMs, such as Llama2 and Mistral, for product development.
- Implement Agentic Workflows using frameworks like Langchain and Haystack.
- Develop and implement embedding models using MPNET and Ada models.
- Apply advanced techniques, such as HyDE, MMR, and LLM reranking, for effective semantic search.
Requirements:
- 3-5 years of experience in AI/ML, NLP, and software development.
- Strong experience with Python and NLP libraries.
- Knowledge of LLM models, such as LLaMA 2 and Mistral 7B.
- Ability to design and implement AI/Machine Learning model performance metrics and optimization.
- Intermediate to advanced level Python coding skills.
- SQL knowledge.
- Strong ability to learn AI concepts and experiment with new libraries and Machine Learning models.
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