Deskripsi Pekerjaan
Are you a passionate developer looking to dive deep into the cutting-edge world of Generative AI and LLMs? Frontier Force Technology Pte Ltd is seeking a motivated Junior Chatbot Software Engineer to join our innovative team in the Central Region. In this role, you will be at the forefront of building secure, high-performance, on-premise AI systems.
You will have the unique opportunity to work across the full stack of AI implementationāfrom provisioning GPU infrastructure and developing secure data pipelines to optimizing RAG architectures and vector databases. If you are a proactive problem solver with a hunger for learning and a background in Python and API development, we want to hear from you.
We foster a collaborative environment where you will work alongside senior engineers to deploy scalable model-serving APIs that solve real-world business challenges. This is more than just a coding role; it is a chance to shape the future of enterprise-grade conversational AI.
Tanggung Jawab
- Design and maintain secure data pipelines for on-premise LLM infrastructure.
- Develop and optimize scalable model-serving APIs using FastAPI.
- Implement and refine Retrieval-Augmented Generation (RAG) frameworks to enhance chatbot accuracy.
- Manage and query vector databases to ensure efficient information retrieval.
- Conduct prompt engineering and fine-tuning to optimize model responses for specific enterprise use cases.
- Assist in GPU provisioning and performance monitoring to ensure system stability.
- Collaborate with cross-functional teams to integrate AI solutions into existing software ecosystems.
Kualifikasi
- Bachelorās degree in Computer Science, Software Engineering, or a related technical field.
- Proficiency in Python and strong experience with web frameworks like FastAPI or Flask.
- Foundational knowledge of LLM architectures and Generative AI concepts.
- Experience or familiarity with Vector Databases (e.g., Pinecone, Milvus, Weaviate).
- Understanding of containerization and orchestration tools (Docker, Kubernetes).
- Strong analytical skills with a focus on writing clean, maintainable, and secure code.
- Ability to work effectively in a Linux/Unix environment.