AI and LLM Engineer

14 hours ago

Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full time

Responsibilities
You will work on pioneering projects that advance the application of AI and ML within software engineering. This AI Research Engineer role offers the opportunity to conduct cutting-edge research, develop novel algorithms, and contribute to developing software tools that enhance system performance, reliability, and flexibility. Your work as an AI Engineer will directly impact the efficiency and effectiveness of our AI products, enabling developers to spend less time fixing issues and more time innovating. You will contribute to creating accessible, user-friendly, and performant solutions that integrate seamlessly with our existing infrastructure.
On a daily basis, you will
Conduct applied research in integrating AI/LLM techniques with software engineering practices to improve code quality, testing, and software maintenance.
Design and implement experimental prototypes to demonstrate feasibility of new methodologies.
Training and fine-tuning LLMs (both commercial and open-source) to improve performance
Implement and maintain pipelines to collect high quality large datasets to train/finetune LLMs.
Prepare, analyze and preprocess large datasets of code used to train LLMs
Collaborate with cross-functional teams, including software engineers, and product managers, to translate research findings into practical applications.
Stay informed about the latest advancements in AI/ML and software engineering to identify emerging trends and opportunities for innovation.
Participate in code reviews and provide constructive feedback to other developers/researchers.
Implement best practices from DevOps to maintain a readable codebase, testable infrastructure and documented research artifacts.
Skills/Requirements
Masters degree (or equivalent) in Computer Science, Engineering, or related field.
Experience with AI Agents highly preferred.
At least 1-3 years of experience as a ML/AI/LLM Engineer or AI Scientist, ideally in Software Engineering.
Strong research background in AI, ML, and SE
Experience working with generative AI technologies (e.g. GPT-4, BedRock)
Experience in developing tools or frameworks that utilize AI/ML to enhance software development processes.
Familiarity with techniques for automated code generation, program synthesis, and software testing using AI/ML
Experience in developing and prototyping in Python and R
Understanding of software development processes and terminology.
Excellent debugging, optimization skills, and teamwork skills
Excellent problem-solving skills and the ability to work independently or as part of a team.
Nice to have
Knowledge of reinforcement learning algorithms and experience with model training
Experience in publishing research papers in top-tier conferences and journals
Familiarity with AWS services such as Lambda, EC2, ECS, SNS, SQS, and RDS is an advantage
Experience using and configuring static analyzers as part of a research project
How to apply
Interested candidates, who wish to apply for the above position, please send in your resume to
We regret to inform that only shortlisted candidates will be contacted
PersolKelly Singapore Pte Ltd EA License No. 01C4394 EA Reg No: R (Ajay Sharma)
By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for the purposes set out in the Privacy Policy available at the privacy policy URL. You acknowledge that you have read, understood, and agree with the Privacy Policy.
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