Artificial Intelligence

3 weeks ago

Singapore IP-TRIBE (PRIVATE) LIMITED Full time
Roles & Responsibilities

We are seeking a highly skilled Artificial Intelligence Senior Engineer to join our team. The ideal candidate will work on AI programming by leveraging open-source solutions and proprietary code. The candidate will be responsible for developing, optimising, and deploying AI models, integrating them into scalable applications, and ensuring their performance meets business objectives.

Key Responsibilities

  • Develop and optimise AI solution by leveraging open-source and proprietary code.
  • Build scalable AI solutions using cloud services, data pipelines, and databases.
  • Implement Natural Language Processing (NLP) and Large Language Models (LLMs) and other AI frameworks.
  • Design, develop, and deploy RESTful APIs for AI applications.
  • Apply Retrieval Augmented Generation (RAG) techniques to enhance AI responses.
  • Implement prompt engineering techniques such as instruction design, template-based approaches, and fine-tuning strategies.
  • Ensure AI models comply with best practices, including Continuous Integration and Continuous Delivery/Deployment (CI/CD) processes and test-driven development.
  • Conduct rigorous testing and evaluation of AI models, ensuring accuracy and efficiency.
  • Stay up-to-date with the latest Artificial Intelligence and Machine Learning technologies and industry trends.
  • Work closely with stakeholders to translate business needs into AI-driven solutions.
  • Collaborate with cross-functional teams to integrate AI solutions into existing systems.

Qualifications

  • Bachelor's or Master's degree in Computer Science, AI, Data Science, or a related field.
  • 2+ years of experience in AI engineering.
  • Proficiency in Python; additional experience in Node.js, TypeScript, C#, or Java is a plus.
  • Strong knowledge of machine learning concepts and deep learning including neural networks, optimization algorithms, and evaluation metrics.
  • Knowledge of SQL and data manipulation for AI applications.
  • Knowledge of Langchain for application development
  • Strong understanding of algorithms, data structures, and their applications in AI/ML.
  • Familiarity with CI/CD processes, test-driven development, and scalable AI deployment.
  • Strong analytical and problem-solving skills, capable of managing multiple projects.
  • Ability to communicate complex technical concepts effectively to non-technical stakeholders.
  • Ability to work effectively in a collaborative, team-oriented environment.
  • Hands-on experience with machine learning frameworks, such as TensorFlow and PyTorch, is a plus
  • Experience in building AI solutions on cloud platforms (AWS, Azure, GCP) is a plus
  • Ability to communicate with Chinese-speaking clients is a plus
Tell employers what skills you have

TensorFlow
Machine Learning
Pipelines
Data Structures
TypeScript
Artificial Intelligence
PyTorch
SQL
Python
Continuous Integration
Cloud Services
Data Science
C#
Databases

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