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
About Our Company:
As a technology pioneer with deep knowledge and expertise in data science and AI, Technica believes in helping companies overcome the most complex technical challenges and drive business growth
WHY WORK WITH US?
Professional capability
Unlike the academic world, many real business problems cannot be solved well with AI technology alone. We have not only human resources with expertise in data science and machine learning, but also personnel having extensive practical experience
About Our Company:
As a technology pioneer with deep knowledge and expertise in data science and AI, Technica believes in helping companies overcome the most complex technical challenges and drive business growth
WHY WORK WITH US?
Professional capability
Unlike the academic world, many real business problems cannot be solved well with AI technology alone. We have not only human resources with expertise in data science and machine learning, but also personnel having extensive practical experience
