Machine Learning Engineer

ARCHER LOGIC (S) PTE LTD; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A leading technology company located in Singapore is seeking a Machine Learning Engineer to join their Channel Sales and Operations team. You will develop and maintain a sophisticated chatbot system, focusing on NLP and large language models. The ideal candidate has over 3 years of experience with machine learning, proficient in Python, and familiar with AWS or GCP for deploying models. This role offers the opportunity to lead the integration of advanced AI technologies in a dynamic environment.

Qualifications

• 3+ years of Machine Learning experience, with a specialization in NLP-related fields.
• Proficiency in Python with experience in FastAPI for building microservices.
• Experience with deploying machine learning models on AWS or GCP.

Responsibilities

• Work on a team to prototype and ship algorithms.
• Lead exploration of Large Language Models and Generative AI.
• Turn prototypes into automation pipelines and deploy to production.
• Perform ongoing data analysis to optimize models.
• Partner with software engineers to integrate models into production.

Skills

Machine Learning experience

NLP specialization

Proficiency in Python

Experience with LLMs

FastAPI for microservices

AWS or GCP deployment

Job description

About this featured opportunity

The Machine Learning Engineer will join the Channel Sales and Operations team and develop and maintain a sophisticated chatbot system.

The opportunity for you

In this role, you will focus on the following key areas:

• Work on a team of machine learning engineers of different specialization to prototype and ship world class algorithms that pushes the state of the art.
• Lead the exploration and application of Large Language Models and Generative AI, venturing into new areas within these fields.
• Turn prototypes into automation pipelines and deploying them to production, deciding when to use out-of-the-box solutions vs. building custom solutions and utilizing both
• Perform ongoing data analysis to build new or fine-tune existing models such as GPT to optimize results.
• Partner closely with software engineers to implement these models into high-performing systems and models in our production environment that can be applied to create amazing experience for our worldwide audience
• Actively engage in all aspects of model development, from ideation and experimentation to deployment.
• Communicate results of analyses to business partners and executives.
• Maintain expertise in the latest advancements in AI technology.
• Partner with your team members to prepare presentations, papers, and patents for your inventions.

Key success factors

• 3+ years of Machine Learning experience, with a specialization in NLP-related fields
  • Text classification, named entity detection, embeddings
  • Experience with LLMs and how they integrate into conversational AI systems
• Proficiency in Python with experience in FastAPI for building microservices
• Experience with AWS or GCP for deploying and managing machine learning models

NICE TO HAVES

• Experience with Machine Translation systems and their application in multilingual chatbot systems
• Familiarity with Retrieval-Augmented Generation and its use in improving chatbot responses

No Recruitment Agency needed.