JOB DESCRIPTION
- Formulate the technical solution to perform proof-of-concept experiments
- Work with product owners to deliver possible solutions to solve the project requirements with the balancing between solution re-usability and novel solutions
- Respond to issues raised by product owners, module users and perform fixes/improvements accordingly
- Package trained models/solutions into modules that would be ready for production
- Take part in research and development of our AI core technologies
- Effective communication
QUALIFICATIONS
- BS degree or equivalent practical experience in Computer Science, Mathematics, or Statistics
- Completed coursework in statistics, algorithms, calculus, linear algebra, probability
- Experience with one or more general purpose programming languages
- Experience with machine learning; or applications of machine learning to NLP, computer vision, speech, algorithms, optimization, social networks, edutech, ecommerce
- Coding language Python / C++/
- Experience with one or more common deep learning frameworks Tensorflow, Keras Pytorch
- Familiar with huggingface and transformers and LLMs models
- Experiment framework like Langchain, VLLM, and quantization model format like AWQ, GPTQ, GGUF, GGML, exllama
- Experiment with RAG framework and vector DB like LlamaIndex, ChromaDB
Nice to have:
- Back End development exp with FastAPI, BentoML
- cloud deploy like AWS, AZURE, GoogleCloud,
- know CI/CD, docker, kubernetes
- deploy model like Llama3, Qwen2, MPT,
BENEFITS
- Competitive Salary + lots of benefits
- Join in our AI internal training program
- Participate in and co-name the international paper of the team
- Competitive remuneration, fair evaluation mechanism
- Free working environment, stimulating creative thinking
- Work empowerment culture
