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Machine Learning Cybersecurity Backend Application
2 weeks ago
What if you can safeguard the future of IoT?
MicroSec is building cyber-defense technology to protect the future of IoT. If you are looking for a challenging and interesting role, be part of the Microsec journey.
MicroSec Singapore is looking for a talented Machine Learning Backend Developer. Successful applicants will be responsible for further developing MicroSec’s IoT cybersecurity products. They will follow agile scrum methodologies, working within a self-organizing development team. There will be a broad range of problems to solve, such as data visualization, cryptographic implementations, IoT communication, and machine learning.
**_Requirements _**:
- At least 2 years of experience in Python and relevant frameworks such as Django and Flask
- Experience in working with Linux-based platforms
- At least 2 years of experience in working on machine learning tools including Tensorflow, LSTM, and other models
- A proactive, team-based worker, who contributes to success through a significant collaborative effort.
- A broad portfolio of algorithms, languages, and paradigms, demonstrating an ability to learn and integrate with new technologies or concepts quickly.
- Experience in implementing REST APIs, with specifications written in OpenAPI / Swagger or Postman.
- Working knowledge of OpenSSL, TLS configurations, and Public Key Infrastructure
- Understanding of security measures such as 2FA/MFA, access tokens, and signatures.
- Ability to clearly document work, through well-defined specifications, code comments, user and developer-guides
**_Optional _**:
1. Programming languages:
- Go
- C/C++
- Javascript
2. Markup languages:
- Markdown
- Mermaid
- HTML5
3. Frameworks:
- VueJS
- Angular
- Grafana
4. Protocol knowledge:
- TCP/IP stack
- MQTT or other message broker
- IoT communication protocols such as BLE, LoRa, ZigBee, and others
5. Skills:
- Unit testing and integration testing
- DevSecOps
