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Mô tả công việc
### Project Description
Develop and deploy a custom API endpoint to generate LLM (Large Language Model) results for a ToC (Text-to-Chatbot) application. The project involves integration with Azure OpenAI's Chat Completion API and optimizing the infrastructure on Google Cloud Platform (GCP).
### Development Environment
- Backend: Python, FastAPI, Docker
- GCP: CloudRun, CloudBuild, GCR, GCS(Manage Terraform status), Cloud Logging, Cloud Monitoring
- CI/CD: Terraform, CloudBuild
- Azure OpenAI API: Chat completion API
### Essential Skills
- Strong expertise in Docker and containerization.
- In-depth knowledge of GCP services, including CloudRun, CloudBuild, GCR, and GCS.
- Proficiency in Cloud Logging and Cloud Monitoring for GCP.
- Experience in managing infrastructure as code using Terraform.
### Desirable Skills
- Familiarity with CI/CD processes, particularly using CloudBuild.
- Experience in secure network configuration on GCP.
- Previous work on API development for chatbot applications.
- Ability to create scalable solutions on CloudRun, including automatic scaling under heavy API requests.
Develop and deploy a custom API endpoint to generate LLM (Large Language Model) results for a ToC (Text-to-Chatbot) application. The project involves integration with Azure OpenAI's Chat Completion API and optimizing the infrastructure on Google Cloud Platform (GCP).
### Development Environment
- Backend: Python, FastAPI, Docker
- GCP: CloudRun, CloudBuild, GCR, GCS(Manage Terraform status), Cloud Logging, Cloud Monitoring
- CI/CD: Terraform, CloudBuild
- Azure OpenAI API: Chat completion API
### Essential Skills
- Strong expertise in Docker and containerization.
- In-depth knowledge of GCP services, including CloudRun, CloudBuild, GCR, and GCS.
- Proficiency in Cloud Logging and Cloud Monitoring for GCP.
- Experience in managing infrastructure as code using Terraform.
### Desirable Skills
- Familiarity with CI/CD processes, particularly using CloudBuild.
- Experience in secure network configuration on GCP.
- Previous work on API development for chatbot applications.
- Ability to create scalable solutions on CloudRun, including automatic scaling under heavy API requests.
Yêu cầu công việc
- Design and implement a robust infrastructure for the LLM API endpoint on CloudRun considering performance and reliability.
- Manage and optimize GCP services including CloudRun, CloudBuild, GCR, Cloud Logging, and Cloud Monitoring for production usage.
- Develop and maintain CI/CD pipelines using Terraform and CloudBuild.
- Ensure secure and scalable network configurations within the GCP environment.
- Manage and optimize GCP services including CloudRun, CloudBuild, GCR, Cloud Logging, and Cloud Monitoring for production usage.
- Develop and maintain CI/CD pipelines using Terraform and CloudBuild.
- Ensure secure and scalable network configurations within the GCP environment.
Thời gian làm việc
Trong tuần: Từ thứ 2 - thứ 6
Trong ngày: Từ 08:30 giờ - 18:00 giờ
Quyền lợi ứng viên
- Opportunity to work with big customers, advanced technology, ability to self-develop...
- Opportunity to work in groups with many leading experts in the field of domestic and international IT.
- Opportunity to carry out ambitious projects in many countries, gain exposure to the latest technologies and learn from talented colleagues.
- Work in a young, dynamic, modern and multicultural environment; Communication activities and events on holidays take place regularly.
- Opportunity for advancement based on ability with corresponding increase in rank and salary.
- Have the right to participate in soft skills training courses (logical thinking, creative thinking, communication skills, project management skills, negotiation skills...) and Japanese language classes.
- And many other attractive benefits...
- Opportunity to work in groups with many leading experts in the field of domestic and international IT.
- Opportunity to carry out ambitious projects in many countries, gain exposure to the latest technologies and learn from talented colleagues.
- Work in a young, dynamic, modern and multicultural environment; Communication activities and events on holidays take place regularly.
- Opportunity for advancement based on ability with corresponding increase in rank and salary.
- Have the right to participate in soft skills training courses (logical thinking, creative thinking, communication skills, project management skills, negotiation skills...) and Japanese language classes.
- And many other attractive benefits...
Địa chỉ làm việc
Remote
Hỗ trợ ứng tuyển
Hr Admin
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