HubMub
-
Tap Growth ai

Machine Learning Engineer

Tap Growth ai
Singapore · Full-time · Entry
Role: Machine Learning Engineer (NLP/Generative AI)

 Location: Singapore (WFO, 5 Days)

Company: Confidential

Payroll Company: IIT Matrix

Duration: 1-year initial contract with high potential for long-term extensions

Job Description

We are looking for a innovative and production-focused engineer who thrives in a collaborative environment and is passionate about turning groundbreaking prototypes into scalable, high-performing systems.

Key Responsibilities

  • Algorithm Development & Prototyping: Collaborate with a specialized team of machine learning engineers to prototype, develop, and ship world-class algorithms that advance the state of the art in conversational AI.
  • LM & Generative AI Exploration: Lead the exploration and application of Large Language Models (e.g., GPT) and Generative AI, venturing into novel areas to solve complex problems and enhance system capabilities.
  • End-to-End Model Pipeline: Own the full lifecycle of model development—from ideation and data analysis to building, fine-tuning, and deploying models into production. Design and implement robust automation pipelines.
  • Technical Execution: Make critical decisions on technology selection, balancing the use of out-of-the-box solutions against building custom models to optimally meet project goals.
  • Cross-Functional Collaboration: Partner closely with software engineers to integrate ML models into production environments, ensuring high performance, scalability, and reliability.
  • Data Analysis & Optimization: Perform ongoing data analysis to inform model development, fine-tune existing systems, and continuously optimize results.
  • Knowledge Leadership: Maintain deep expertise in the latest advancements in AI/ML technology and contribute to the team's knowledge base.
  • Communication: Clearly communicate complex technical concepts, analysis results, and project updates to business partners and executives.

Essential Qualifications

  • A minimum of 3 years of professional experience in Machine Learning, with a specialized focus on Natural Language Processing (NLP).
  • Hands-on experience with core NLP tasks: Text classification, named entity recognition, and text embeddings.  Proven experience with
  • Large Language Models (LLMs): Practical understanding of how to integrate and fine-tune LLMs within conversational AI systems.
  • Strong programming skills: High proficiency in Python for data science and ML development.
  • API & Microservices Development: Experience with FastAPI or similar frameworks for building and deploying model endpoints.
  • Cloud Platform Experience: Proven ability to deploy, manage, and monitor machine learning models on AWS, GCP, or similar cloud infrastructure.

Preferred Qualifications (Nice-to-Haves)

  • Experience with Machine Translation systems and their application in building multilingual chatbot experiences.
  • Familiarity with advanced techniques like Retrieval-Augmented Generation (RAG) for improving the accuracy and relevance of chatbot responses.
  • A track record of innovation, demonstrated through publications, patents, or significant contributions to open-source projects.

Note: Looking for an Immediate joiners or short notice period candidates.

Key Skills

Ranked by relevance

machine learning ai data analysis natural language processing microservices prototyping prototypes fastapi python cloud aws gcp
Login to Apply
🇸🇬

Country Guide

Singapore

High-pay global hub in Asia

Posted
Oct 10, 2025
Type
Full-time
Level
Entry
Location
Singapore
Company
Tap Growth ai

Industries

IT Services IT Consulting

Categories

Other

Related Jobs

3 roles aligned with this opportunity

View all jobs
View Job Details
Accenture DACH
Related

Senior Data & Machine Learning Engineer (all genders)

2026-05-21

Full-time
Not Applicable
Austria
IT Services
Engineering
View Job Details
DSO National Laboratories
Related

Computer Security Engineer

2026-05-26

Full-time
Associate
Singapore
Defense
Other
View Job Details
Mindrift
Related

Materials Engineer & Python Expert - Freelance AI Trainer

2026-05-26

Part-time
Not Applicable
Singapore
IT Services
Other