Data Scientist

• Collect AI related requirements from internal or external departments and provide the analysis
  
• Participate in the Highlevel design
  
• Data collection and cleaning. The data can be PCAPs Alarms KPI CDR CHR Logs etc
  
• Pretrain large foundation model with vast amount of collected data
  
• Finetune AI model based on the pretrained foundation model and taskspecific data
  
• Design and implement the API for AI model and applications
  
• Design and implement Web application that utilize the AI model
  

Requirements

• Business English and conversational Japanese (JLPT N3 or better preferred)
  
• Bachelor s and/or master s degree in computer science mathematics mechatronics or related technical field
  
• At least 3 years of experience in Data Science ML and/or AI programming with Python or Java/C
  
• Excellent communication and teamwork skills
  

• Experience with pretraining large AI model and finetuning AI model for taskspecific application
  
• Experience with ML deep learning Tensor Flow Python NLP
  
• Knowledge of basic algorithms objectoriented and functional design principles and bestpractice patterns
  
• Experience in REST API development NoSQL database design and RDBMS design and optimizations
  
• Experience with Transformer/BERT/GPT Model
  
• Experience with Web application developed with Java/Nodejs
  

• Collect AI related requirements from internal or external departments and provide the analysis
  
• Participate in the High-level design
  
• Data collection and cleaning. The data can be PCAPs, Alarms, KPI, CDR, CHR, Logs etc
  
• Pre-train large foundation model with vast amount of collected data
  
• Fine-tune AI model based on the pre-trained foundation model and task-specific data
  
• Design and implement the API for AI model and applications
  
• Design and implement Web application that utilize the AI model
  

Requirements

• Business English and conversational Japanese (JLPT N3 or better preferred)
  
• Bachelor s and/or master s degree in computer science, mathematics, mechatronics or related technical field
  
• At least 3 years of experience in Data Science, ML, and/or AI, programming with Python or Java/C++
  
• Excellent communication and teamwork skills
  

• Experience with pre-training large AI model and fine-tuning AI model for task-specific application
  
• Experience with ML, deep learning, Tensor Flow, Python, NLP
  
• Knowledge of basic algorithms, object-oriented and functional design principles, and best-practice patterns
  
• Experience in REST API development, NoSQL database design, and RDBMS design and optimizations
  
• Experience with Transformer/BERT/GPT Model
  
• Experience with Web application developed with Java/Nodejs