Staff Specialist Machine Learning Engineer

INFINEON TECHNOLOGIES ASIA PACIFIC PTE LTD; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

A leading company seeks a technical expert in NLP with a deep understanding of LLM technologies. The role involves transforming prototypes into solutions, troubleshooting, and utilizing skills in Python, Kubernetes, and AI/ML to support innovative projects in a collaborative international team setting.

Qualifications

• Minimum of 5 years of relevant work experience in NLP/AI/ML, including at least 1 year focusing on LLM.
• Hands-on work experience in LLM/Generative AI, Chatbot, RAG, or LLM Inference.
• Experience in Software Engineering & Development cycles (CI/CD).

Responsibilities

• Work as a technical expert in NLP integrating latest advancements.
• Transform prototypes into production solutions.
• Support operations through troubleshooting and implementing changes.

Skills

Python

NLP

AI

ML

Software Engineering

Cross-Cultural Skills

Education

Master's or Bachelor's Degree in Computer Science/Mathematics/Statistics

Tools

Kubernetes

OpenShift

FASTAPI

Job description

In your new role you will:

• Work as a technical expert with extensive knowledge in NLP, specialising in LLM RAG, Chatbot and LLM Inference. This requires staying abreast of the latest advancements in these fields and integrating this knowledge into our workflow.
• Transforming prototypes into production solutions with best practices for both development and deployment. This will require a comprehensive understanding of the technical requirements, as well as the ability to think critically and solve complex problems.
• Supporting the operation of the solutions involves troubleshooting and bug fixing, as well as implementing change requests to ensure that the solutions continue to meet user requirements.

You are best equipped for this task if you have:

• Master's or Bachelor's Degree in Computer Science/Mathematics/Statistics or equivalent.
  Profile/Experience:
• Minimum of 5 years of relevant work experience in NLP/AI/ML, including at least 1 year focusing on LLM.
• Hands-on work experience in the field of LLM/Generative AI, Chatbot, RAG, or LLM Inference. This includes conceptualizing, designing, and implementing AI solutions powered by LLM.
• Extensive experience in Software Engineering & Development cycles(CI/CD) with proficiency in scripting languages, particularly Python.
• Good understanding and experience of Kubernetes / Openshift Platform.
• Working knowledge in API development for model endpoints using Python/FASTAPI.
  Other Skills / Attributes:
• Highly motivated, structured and methodical with high degree of self-initiative
• Team player with good cross-cultural skills to work in international team