Generative AI Development Engineer

STAFFKING PTE. LTD.; Singapore; On-site; SGD 100,000 - 125,000; Full time

Job summary

An innovative firm is seeking a talented AI Developer to create cutting-edge generative AI solutions. This role involves developing advanced machine learning applications, defining best practices for scalable AI development, and mentoring team members. With a focus on large language models and generative technologies, you'll collaborate with internal teams to integrate AI workflows into applications. This position offers a competitive salary and a vibrant work environment, ideal for those passionate about pushing the boundaries of AI technology.

Benefits

14 days annual leave

Completion Bonus

Qualifications

• Master’s or Ph.D. in Computer Science or related field required.
• 2+ years of experience in generative AI and training LLMs.

Responsibilities

• Develop and implement advanced solutions using machine learning and AI technologies.
• Mentor team members and support effective technical decisions.

Skills

Machine Learning

Deep Learning

Generative AI

Natural Language Processing (NLP)

Vector Databases

AWS

Prompting and Fine-tuning

Education

Master’s or Ph.D. in Computer Science

Equivalent industry experience

Tools

LangChain

LlamaIndex

Job description

Summary:

• 5 days
  8:30am-5:30pm
• Location: Short walking distance from Fort Canning mrt
• AL from 14 days
• 1 year renewable contract
• Salary range: $8000 to $10000 + Completion Bonus

Job Scope:

• Develop and implement advanced solutions using machine learning, deep learning, and generative AI technologies.
• Define and apply best practices for scalable AI development, testing, and deployment, focusing on LLMs and generative models.
• Design and deliver generative AI solutions hosted on cloud platforms to support business objectives.
• Create efficient training strategies to optimize the performance of large language models (LLMs).
• Collaborate with internal teams to integrate RAG (Retrieval-Augmented Generation) workflows into applications and systems.
• Stay up to date with advancements in generative AI, LLMs, and related technologies.
• Demonstrate hands-on experience with AWS and on-premises environments, along with expertise in prompting, fine-tuning, vector databases, and knowledge graphs.
• Design architectures for information retrieval using RAG techniques.
• Evaluate, train, and fine-tune ML and LLM models to address specific challenges.
• Mentor and guide team members, supporting informed and effective technical decisions.

Job Requirements:

• Master’s or Ph.D. in Computer Science, Artificial Intelligence, or a related field, or equivalent industry experience.
• Strong knowledge of open-source models, transformer architectures, encoder-decoder structures, latent space representations, and LLM orchestration tools such as LangChain and LlamaIndex, along with experience using vector databases.
• Minimum of 2 years of hands-on experience in technical roles, with a primary focus on generative AI and training large language models (LLMs).
Advanced proficiency in natural language processing (NLP), with experience working on deep learning models such as transformers, LSTM, biLSTM, and CNNs

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We regret that only shortlisted candidates will be notified.

Staffking Pte Ltd (20C0358) | Angel Lee Yueh Lin (R24120071)