Data Scientist

PERCEPT SOLUTIONS PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

PERCEPT SOLUTIONS PTE. LTD. is looking for a Data and AI Scientist to design and develop reusable, scalable cloud-native data and AI products.

You will join an AI development team responsible for exploring and delivering state-of-the-art technologies across industry projects that solve real-world challenges and build data-driven solutions. The role emphasizes participating in cross-functional teams, applying rigorous ML methods, and ensuring production-ready deployments with attention to

Qualifications

• Background in engineering, computer science, mathematics, or equivalent.
• Strong AI knowledge and production deployment skills.
• Experience with ML and data-driven products.
• Hands-on with deep learning frameworks (TensorFlow, PyTorch).
• Excellent communication and cross-functional collaboration.

Responsibilities

• Design and develop cloud-native AI/data products.
• Work with product owners, engineering teams, and partners through lifecycle.
• Evaluate AI research trends for production viability.
• Develop microservices-based software components.
• Document requirements and ensure security and scalability.

Skills

Python

C++

AI research

TensorFlow

PyTorch

NumPy

Pandas

3D geometry

Cloud-native

Team player

Communication

Education

Bachelor's degree in Computer Science/Engineering

Master's degree in AI/ML (preferred)

Tools

OpenAI

Claude

Three.js

OpenGL

CGAL

Blender

Job description

We are looking for a Data and AI Scientist to design and develop reusable, scalable, and cost-effective cloud-native data and AI products. You will be part of an AI development team responsible for exploring and developing applications with current state-of-the-art AI technologies. You will participate as a subject-matter expert in cross functional teams working on addressing common industry challenges with data and AI. Successful candidates will be working in a fast-paced environment and participate in multiple projects with technology partners from the industry to develop data-driven and AI-driven products and services that could make a significant positive impact on society. If you are passionate in ML, always curious about the latest AI development and have been practically working on the real-world problems, join us in our journey, and jointly architect Singapore’s digital future.

Key Responsibilities

• Work with product owners, engineering teams, and industry partners throughout the product development lifecycle from concept, design, prototyping, acceptance testing, data curation, delivery, operationalisation, industry proliferation, to product end-of-life
• Technical assessment on the maturity, viability, and suitability of AI research, technologies and trends that are relevant to the industry
• Develop and deploy software components based on microservices-based architecture
• Participate in agile secure software development processes and best practices, documentation of user requirements and software codes during the software development lifecycle
• Propose, implement, and validate algorithms, ensuring functional and non-functional requirements such as transparency, fairness, scalability, security, integration complexity and operational costs

Requirements

• Background in engineering, computer engineering, computer science, mathematics, statistics or equivalent
• Strong technical knowledge in AI
• Good understanding of the latest research and technologies in AI for production deployment
• Strong coding experience in programming languages such as Python and/or C++
• Experience working with libraries for data manipulation, visualization, machine learning, and reporting.
• Hands-on experience with one or more deep learning frameworks, e.g., TensorFlow, Torch
• Extensive experience with OpenAI and Claude code-based prompt engineering.
• Hands-on experience developing and deploying AI Agents, RAG and vector/graph databases.
• Strong understanding of 3D geometry, vector math, and coordinate systems
• Experience with algorithms for mesh manipulation, Boolean operations, and geometric transformations
• Proficiency in relevant 3D modelling or CAD software (e.g., Blender, Rivet) and/or programming libraries (e.g., OpenGL, CGAL, Three.js)
• Team player with the ability to work in a cross-functional team with excellent interpersonal skills
• Strong communication skills, both verbal and written, as well as strong presentation and engagement skills.

EA Licence No.:18S9405 / EA Reg. No.:R1330864