AI Model Specialist
4 weeks ago
We are seeking an experienced AI Model Specialist to enhance our conversational chat bot. The ideal candidate will have expertise in retraining and fine-tuning Large Language Models (LLMs) using proprietary datasets.
Key ResponsibilitiesThe successful candidate will be responsible for:
- Model Development: Retrain and fine-tune existing LLMs using proprietary datasets to meet specific business requirements.
- Data Integration: Collaborate with data engineers and data scientists to curate, preprocess, and integrate company-specific data into LLMs.
- Model Evaluation: Design and execute experiments to evaluate model performance, accuracy, and scalability, using metrics relevant to the business.
- Optimization: Implement model optimization techniques to improve efficiency, reduce latency, and enhance model scalability.
- Collaboration: Work with cross-functional teams, including product managers, data scientists, and software engineers, to align AI solutions with business goals.
- Deployment: Assist in deploying LLMs into production environments, ensuring robust and scalable AI solutions.
The ideal candidate will have:
- Experience: 3-5 years of experience in AI/ML development, with a focus on working with Large Language Models (e.g., GPT, BERT, Hugging Face, etc.).
- Education: Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or a related field (or equivalent experience).
- Technical Skills:
- Proficiency in Python and deep learning frameworks (e.g., TensorFlow, PyTorch).
- Strong understanding of NLP techniques, including tokenization, embeddings, transformers, and attention mechanisms.
- Experience in retraining and fine-tuning LLMs using large-scale datasets.
- Familiarity with cloud platforms like AWS, Google Cloud, or Azure for model training and deployment.
- Data Skills: Expertise in data preprocessing, augmentation, and management of large datasets for training purposes.
- Problem-Solving: Strong analytical and problem-solving skills, with the ability to address complex AI challenges.
- Communication: Excellent communication skills to explain technical concepts to non-technical stakeholders.
- Version Control: Proficiency with version control tools such as Git.
Preferred Skills:
- Experience with specialized AI domains such as conversational AI, sentiment analysis, or recommendation systems.
- Knowledge of model interpretability techniques and responsible AI practices.
- Familiarity with MLOps pipelines for continuous integration and deployment of AI models.
- Experience with API development and integration for deploying AI services.
- Prior experience in working with proprietary or sensitive data.
We offer:
- Competitive Salary: Based on experience and expertise.
- Professional Growth: Opportunities for career development, including access to the latest AI research and technologies.
- Flexible Work Environment: Options for remote work and flexible hours to promote work-life balance.
- Innovative Culture: Join a forward-thinking team that values creativity, collaboration, and innovation.
Interested candidates are invited to submit their resume, a cover letter, and any relevant project portfolios.
Purple Dot Digital Limited specializes in building marketplace mobile and web apps, working with a vast range of technology stack.
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