Job description for SOFTWARE ENGINEER (Gen AI) at TALENTWORKZ PTE. LTD.
Key Responsibilities:
- Work with LLMs (e.g., OpenAI, Hugging Face Transformers) to develop, fine-tune, and integrate models into products.
- Design and test prompts for various tasks (prompt engineering) to improve model outputs.
- Support development and deployment of generative AI applications (text, code, or image generation).
- Write Python code to build ML/AI pipelines, evaluate model performance, and preprocess data.
- Collaborate with data engineers to prepare and manage datasets used for training and evaluation.
- Monitor and test model performance in production environments.
- Document technical work, including models, experiments, and results.
Required Qualifications:
- Bachelor’s degree in Computer Science, Engineering, Data Science, or a related field.
- 2-3 year of industry experience in AI/ML, or a strong academic or project portfolio.
- Proficient in Python and libraries such as pandas, NumPy, scikit-learn, and matplotlib.
- Basic understanding of machine learning workflows and model evaluation.
- Exposure to LLMs (e.g., GPT, LLaMA, Mistral) through personal or academic projects.
- Familiarity with Hugging Face Transformers or OpenAI API is a plus.
- Basic understanding of data engineering concepts such as ETL, data cleaning, and pipeline orchestration.
