New Headcounts Open for Hiring in 2025!
Job Description:
This role offers an opportunity to spearhead groundbreaking technologies and make a meaningful impact by redefining the possibilities of Artificial Intelligence. The AI Engineer will be responsible for integrating AI models into production systems, ensuring seamless operation and continuous improvement. Ideal candidates are innovative problem-solvers who thrive in fast-paced environments and are dedicated to creating sustainable, cutting-edge solutions.
Key Responsibilities:
- Write efficient, maintainable code adhering to software engineering best practices.
- Utilize DevSecOps tools for code deployment and versioning.
- Conduct in-depth research and analysis of retrieval techniques, language models, and generative AI methodologies.
- Collaborate with data engineers to enhance data pipeline efficiency and accuracy.
- Develop and refine retrieval-augmented generation (RAG) methods, including embedding, chunking, loading, and search algorithm setup.
- Experiment with various retrieval strategies, such as information retrieval, nearest-neighbor searches, or knowledge graph-based approaches, to enhance generative AI models.
- Optimize and fine-tune AI models for performance, scalability, and accuracy.
- Partner with cross-functional teams, including product managers, data scientists, and software engineers, to deliver AI-driven solutions.
- Present findings, insights, and methodologies to stakeholders, contributing to strategic decision-making.
- Document AI models, algorithms, and processes thoroughly, preparing technical reports and presentations.
- Stay current with advancements in AI and machine learning technologies.
- Participate in Agile ceremonies to execute prioritized projects and features.
- Implement automated testing and monitoring to ensure the accuracy and reliability of AI systems.
Education:
Candidates are evaluated case-by-case but should possess qualifications in disciplines such as Mathematics, Statistics, Computer Science, Data Science, Analytics, Physics, or Bioinformatics.
Requirements:
- 4+ years of experience in AI engineering.
- Strong programming skills in Python.
- Proven experience in building scalable AI solutions within a modern technology stack, including cloud services, data pipelines, and databases.
- Proficiency in CI/CD and test-driven development.
- Experience in building RESTful APIs for AI models.
- Strong knowledge of machine learning concepts, such as neural networks, optimization algorithms, and evaluation metrics.
- Familiarity with retrieval-augmented generation (RAG) techniques.
- Knowledge of prompt engineering techniques, including instruction design, template-based approaches, and fine-tuning strategies.
- Excellent communication and collaboration skills.
- Analytical, detail-oriented, and capable of managing multiple projects simultaneously.
Preferred Skills:
- Experience working in an Agile methodology.
- Proficiency in additional programming languages, such as Node.js, TypeScript, C#, or Java.
- Demonstrated expertise in developing and refining prompts for generative AI models.
- Experience with AWS Cloud.
- Familiarity with building, deploying, and managing Docker images.
What you'll get in return
In return, you'll be part of an organisation that values its employees. You will have a structured career growth and plenty of global developmental opportunities.
What you need to do now
If you're interested in this role, click 'apply now' to forward an up-to-date copy of your CV, or emai [email protected] for a confidential discussion on your career. Referrals are welcome.
If this job isn't quite right for you, but you are looking for a new position within AI & Machine Learning & Robotics, please contact us as well.
EA Reg Number: R1988154
EA License Number: 07C3924 | Company Registration No: 200609504D
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- Posted
- Jan 17, 2025
- Type
- Full-time
- Level
- Mid-Senior
- Location
- Singapore
- Company
- Hays
Industries
Categories
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3 roles aligned with this opportunity
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