AI Engineer

1 day ago

Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full time

About the Role

PERSOLKELLY SINGAPORE PTE. LTD. is seeking an experienced AI Engineer to join our team in Singapore. As an AI Engineer, you will play a crucial role in designing and developing cutting-edge AI solutions using modern technology stacks.

Key Responsibilities

  • Develop Efficient AI Solutions: Design and develop efficient, maintainable code while adhering to best practices in software engineering.
  • Collaborate with Data Engineers: Work closely with data engineers to ensure the efficiency and accuracy of data pipelines.
  • Conduct Research and Analysis: Conduct in-depth research and analysis on retrieval techniques, language models, and generative AI methods.
  • Refine Retrieval Augmented Generation Methods: Continuously refine Retrieval Augmented Generation (RAG) methods, including embedding, chunking, and search algorithm optimization through experimentation and feedback.
  • Explore Retrieval Strategies: Explore various retrieval strategies, such as information retrieval, nearest-neighbor searches, or knowledge graph-based approaches, to enhance generative AI models.
  • Optimize AI Models: Optimize and fine-tune AI models for improved performance, scalability, and accuracy.
  • Partner with Cross-Functional Teams: Partner with cross-functional teams, including product managers, data scientists, and engineers, to understand requirements and deliver AI-driven solutions.
  • Present Insights: Present insights and findings to stakeholders, contributing to strategic decisions.
  • Document AI Models: Document AI models, algorithms, and processes thoroughly.
  • Prepare Technical Reports: Prepare technical reports and presentations to effectively communicate results.

Requirements

  • Experience: 4+ years of experience in AI engineering.
  • Programming Skills: Proficiency in Python programming.
  • Cloud Services: Experience in building scalable AI solutions using modern technology stacks, including cloud services, data pipelines, databases, and necessary tooling.
  • CID Processes: Familiarity with CI/CD processes and test-driven development.
  • Restful APIs: Experience in developing Restful APIs for AI models.
  • Machine Learning Concepts: Strong understanding of machine learning concepts, including neural networks, optimization algorithms, and evaluation metrics.
  • RAG Techniques: Knowledge of Retrieval Augmented Generation (RAG) techniques.
  • Prompt Engineering: Familiarity with prompt engineering techniques like instruction design, template-based approaches, rule-based conditioning, or fine-tuning strategies.

Preferred Qualifications

  • Agile Methodologies: Experience with Agile methodologies.
  • Additional Programming Languages: Knowledge of additional programming languages such as Node.js, TypeScript, C#, or Java.
  • Prompt Engineering Experience: Demonstrated experience in developing and refining prompts for generative AI models, particularly in creative or text generation areas.
  • AWS Cloud Experience: Experience with AWS Cloud and building, deploying, and managing Docker images.

What We Offer

PERSOLKELLY SINGAPORE PTE. LTD. offers a competitive salary of SGD $120,000 - SGD $180,000 per annum, depending on experience. We also offer a range of benefits, including health insurance, retirement plan, and opportunities for professional growth and development.

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