AI Solutions Engineer

TAGTEAM TECHNOLOGIES PTE. LTD.; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A growth-focused AI company in Singapore is seeking an AI Solutions Engineer for a 1-year trainee role. This position combines technical and business needs, requiring individuals to design custom architectures and implement AI solutions. Candidates must possess a diploma in relevant fields and strong proficiency in Python, along with an analytical mindset. The role offers comprehensive training and hands-on project exposure across Asia, focusing on AI implementations in various industries.

Benefits

Comprehensive training modules from AI Singapore

Hands-on involvement in regional projects

In-house AI workshops

Qualifications

• Proficiency in Python is highly preferred.
• Familiarity with JavaScript and Git is an advantage.
• Analytical mindset with the ability to translate business needs into technical specs.

Responsibilities

• Partner with Sales to understand client workflows and needs.
• Design AI-centric system architectures using various tools.
• Implement solutions using Python and advanced models.
• Lead model training and fine-tuning using frameworks like PyTorch or TensorFlow.
• Manage the full AI lifecycle using the CRISP-DM framework.

Skills

Proficiency in Python

Analytical mindset

Familiarity with JavaScript

Familiarity with Git

Education

Diploma or ITE graduate in Information Technology, Computer Science, Data Science, or a related technical field

Tools

AWS SageMaker

GCP Vertex AI

Figma

Draw.io

Confluence

PyTorch

TensorFlow

Job description

About Tictag

Tictag is a fast-growing AI company specializing in high-quality data annotation and cutting‑edge AI solutions. We bridge the gap between complex data and actionable AI, helping businesses across Asia, from retail in Singapore to heavy industry in Vietnam, harness the power of Machine Learning.

The Role

The AI Solutions Engineer is a dual‑impact role. You will bridge technical expertise with business needs by supporting the pre‑sales team in designing custom architectures, and then lead or contribute to the actual implementation of those AI solutions post‑sales.

This 1‑year trainee role is designed to transform technical graduates into end‑to‑end AI specialists who can handle everything from requirement gathering and ethical advising to cloud deployment and model maintenance.

Key Responsibilities

Pre‑Sales & Solution Design

• Partner with Sales to understand client workflows, data security needs, and ethical AI considerations.
• Design AI‑centric system architectures using tools like Figma, Draw.io, or Confluence.
• Propose cloud‑based (AWS SageMaker, GCP Vertex AI) or on‑premise solutions tailored to client constraints.

AI Implementation & Development

• Implement solutions using Python and advanced models (e.g., D‑FINE, Whisper, Deepseek, Qwen).
• Lead model training and fine‑tuning using frameworks like PyTorch or TensorFlow, utilizing Tictag’s proprietary data pipelines.
• Integrate AI models into functional applications, ensuring they meet scalability and security standards.

Lifecycle Management & Support

• Manage the full AI lifecycle using the CRISP‑DM framework.
• Monitor model performance (drift detection) and perform re‑validations post‑deployment.
• Provide structured technical support and troubleshooting via Jira Service Desk.

Eligibility & Requirements

Eligibility Criteria

• Residency: Must be a Singapore Citizen.
• Commitment: Able to commit to completing the full 1‑year training programme (for fresh graduates), and 6 month training programme (for mid‑career professionals).
• Hiring Standards: Able to meet the specific hiring requirements of Tictag.

Academic & Technical Foundation

• Education: Diploma or ITE graduate in Information Technology, Computer Science, Data Science, or a related technical field.
• Technical Foundation: Proficiency in Python is highly preferred; familiarity with JavaScript and Git is an advantage.
• Soft Skills: Analytical mindset with the ability to translate business needs into technical specs.

Training & Development

Over the course of 1 year, you will undergo a rigorous development path:

• Certified External Training: Comprehensive modules from AI Singapore covering the AI Project Lifecycle, Machine Learning Basics, and AI Ethics.
• Tictag In‑House AI Workshops:
  • Designing AI‑Centric System Architecturesli>
  • Model Training (RFDETR) and multi‑layered AI testing techniques.
  • Application testing best practices (Web and Mobile).
• Global Project Exposure: Hands‑on involvement in regional projects, such as:
  • Japan: AI for bakery inventory and operations scheduling.
  • Vietnam: 3D reconstruction of drone footage for mining progress estimation.
  • Singapore: Customer journey tracking for furniture retail layout optimization.

Conditions of Application

• Suitability: While an applicant may meet the eligibility criteria, all applicants are subjected to the company’s review for suitability; meeting criteria does not guarantee an interview.
• Communication: Only shortlisted applicants will be notified by the company directly.
• First‑Come‑First‑Serve: Tictag may hire eligible applicants on a first-come-first-serve basis; applications may close once all positions are filled.
• Finality: The company’s hiring decision is final, and we are not obliged to offer explanations or appeals regarding hiring decisions.