Data Scientist
Data Scientist
Posted on :
27-08-2024
Employer Active
1 Vacancy
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Job Description
Roles and Responsibilities:
- 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
- Bachelor s and/or master s degree in computer science mathematics mechatronic or related technical field
- At least 5 years of experience programming with Python Java/C
- 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
- Excellent communication and teamwork skills
Roles and Responsibilities:
- 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
- Bachelor s and/or master s degree in computer science, mathematics, mechatronic or related technical field
- At least 5 years of experience programming with Python, Java/C++
- 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
- Excellent communication and teamwork skills
Employment Type
Full Time
Key Skills
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