8 giờ trước

Trách nhiệm công việc

• Define appropriate datasets for training the model and evaluating test results
• Design, develop, and maintain natural language processing (NLP) systems
• Develop and integrate ML/NLP models into existing applications
• Evaluate existing models to identify areas for improvement
• Develop and maintain code for data analysis
• Create software libraries and tools to facilitate model development
• Research new scientific papers to identify potential new AI products

Kỹ năng và chuyên môn

• Bachelor’s/Master’s Degree in Computer Science or a related field
• 2+ years of experience as an ML/NLP engineer (rare exceptions for skilled devs)
• Experience in core NLP tasks such as text classification, information extraction, information retrieval
• Proficiency in programming languages such as Python, Java, C++, etc.
• Experience with NLP tools and libraries such as NLTK, spaCy, Gensim, etc.
• Familiarity with deep learning libraries and frameworks such as TensorFlow, Keras, PyTorch, etc.
• Knowledge of natural language understanding (NLU) techniques and applications
• Knowledge of large language models (LLMs) and their applications

Preferred skills

• Knowledge of source control systems (Git, merging, branching)
• Knowledge of popular databases such as MySQL/SQL, Redis, MongoDB
• Experience in Unix/Linux, including basic commands and scripting
• Ability to communicate complex technical concepts to a non-technical audience
• Ability to work independently and collaboratively in a team environment
• Fluency in English to collaborate with engineering managers