Junior AI / ML Engineer #10481

ANRADUS PTE. LTD.; Singapore; Vor Ort; SGD 42.000 - 60.000; Vollzeit

Zusammenfassung

ANRADUS PTE. LTD. in Singapore is seeking aJunior AI/ML Engineer to help build anomaly detection models for marine equipment. You will work with time-series sensor data, design features, and contribute to model training and evaluation.

The role covers deployment of the in-house LLM platform, model serving, and GPU monitoring. You will also develop web apps and APIs using Python, JavaScript, and SQL for delivering AI results to users, with cross-functional collaboration and documentation.

Qualifikationen

• Degree in Computer Science, Data Science, IT, or a related field.
• Strong Python skills with working knowledge of SQL and JavaScript for web and API development.
• Understanding of machine learning concepts, including model training, evaluation metrics, and validation.
• Hands-on experience with pandas, NumPy, and scikit-learn.
• Familiarity with PyTorch or TensorFlow through academic projects, internships, or personal projects.
• Able to use AI coding tools such as Claude Code, Codex, or Cursor, with proper review and testing of generated code.
• Familiar with Linux and Git.
• Knowledge of Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), or vector databases is an advantage.
• Candidates without prior working experience are welcome to apply; training will be provided.

Aufgaben

• Assist in developing and maintaining anomaly detection models and applications for shipboard machinery.
• Clean, analyse, and prepare time-series sensor data from vessel equipment, including feature engineering.
• Support model training, performance evaluation, alarm threshold adjustments, and documentation of results.
• Support the enterprise AI diagnostic assistant, including document processing, embedding generation, and retrieval testing.
• Assist in deploying and managing the in-house Large Language Model (LLM) platform, including model serving and GPU monitoring.
• Develop and maintain web applications and APIs using Python, JavaScript, and SQL to deliver AI results to users.
• Prepare technical documentation and test reports for technical and non-technical stakeholders.
• Perform other ad-hoc duties as assigned.

Kenntnisse

Python

SQL

JavaScript

Pandas

NumPy

scikit-learn

PyTorch

TensorFlow

AI coding tools

Ausbildung

Bachelor's or equivalent degree in CS/Data Science/IT

Tools

Linux

Git

Jobbeschreibung

Job Description

• Industry/ Organization Type: Marine Equipment Wholesaler
• Position Title: Junior AI / ML Engineer
• Working Location: Tuas West
• Working Hours: 5 days (Mon – Fri, 9:00 AM – 5:30 PM (One Sat per month, 9:00 AM – 12:00 PM))
• Salary Package: Basic Salary + Bonus
• Duration: Permanent Role

Key Responsibilities

• Assist in developing and maintaining anomaly detection models and applications for shipboard machinery.
• Clean, analyse, and prepare time-series sensor data from vessel equipment, including feature engineering.
• Support model training, performance evaluation, alarm threshold adjustments, and documentation of results.
• Support the enterprise AI diagnostic assistant, including document processing, embedding generation, and retrieval testing.
• Assist in deploying and managing the in-house Large Language Model (LLM) platform, including model serving and GPU monitoring.
• Develop and maintain web applications and APIs using Python, JavaScript, and SQL to deliver AI results to users.
• Prepare technical documentation and test reports for technical and non-technical stakeholders.
• Perform other ad-hoc duties as assigned.

• Degree in Computer Science, Data Science, IT, or a related field.
• Strong Python skills with working knowledge of SQL and JavaScript for web and API development.
• Understanding of machine learning concepts, including model training, evaluation metrics, and validation.
• Hands-on experience with pandas, NumPy, and scikit-learn.
• Familiarity with PyTorch or TensorFlow through academic projects, internships, or personal projects.
• Able to use AI coding tools such as Claude Code, Codex, or Cursor, with proper review and testing of generated code.
• Familiar with Linux and Git.
• Knowledge of Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), or vector databases is an advantage.
• Candidates without prior working experience are welcome to apply; training will be provided.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend continuing your job search to maximize your opportunities.

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