AI/ML Developer

We are seeking an AI/ML Developer to join our team in developing a Retrieval- Augmented Generation (RAG) project using genome data from VCF files (.vcf.gz, .vcf.gz.tbi), deployed on AWS. You will be responsible for building the data processing pipeline, creating a vector store, and integrating a large language model (LLM) to support natural language queries — contributing to an advanced AI solution.
Job Description

Process and analyze VCF files (.vcf.gz, .vcf.gz.tbi) using pysam or cyvcf2, and normalize the data with VEP or ANNOVAR.
Integrate and optimize the RAG pipeline with LangChain or LlamaIndex, and connect with LLMs (such as OpenAI GPT, LLaMA3, or Mistral).
Generate embeddings and manage the vector store (e.g., FAISS, Pinecone, or Weaviate) for genome data.
Support deployment and testing on AWS (e.g., S3, Lambda).

Yêu cầu công việc

Preference for candidates with experience using LangChain, LlamaIndex, or embedding libraries (e.g., sentence- transformers).
Solid understanding of vector databases (FAISS, Pinecone) and large language models (LLMs).
Basic knowledge of AWS services (S3, Lambda) is a plus.
Proficient in Python with experience handling VCF files and using tools such as pysam or cyvcf2.
Minimum 5 years of experience in AI/ML, preferably with RAG projects or genome data processing.

Review 1- 2 times per year
Receive full benefits for employee according to labor law: annual leave, salary, social insurance
Join birthday party, holiday party organized by the company
Opportunities for professional learning and training
Working time: Monday ~ Friday, 09:00 ~ 18:00
Working equipment provided by the company
Collaborative and innovative work environment

Cập nhật gần nhất lúc: 2025-08-08 12:30:02