AI Engineer

Role & responsibilities

1. Data Pipeline and Model Development ● Design and implement data preprocessing pipelines ● Develop and train machine learning models ● Optimize existing models for better performance and accuracy ● Implement feature engineering techniques ● Ensure model versioning and reproducibility ● Create training datasets for LLM fine-tuning

2. Project Implementation ● Transform business requirements into technical ML/LLM solutions ● Select appropriate algorithms, models, and frameworks for specific use cases ● Develop scalable production-grade AI/ML systems ● Integrate ML/LLM models with existing applications and systems ● Monitor and maintain deployed models ● Implement LLM-powered features and applications

3. LLM Development and Implementation ● Design and implement LLM-based solutions using state-of-the-art models ● Fine-tune large language models for specific use cases ● Develop prompt engineering strategies ● Implement efficient model serving and API integration ● Optimize LLM performance and reduce inference costs

4. Quality Assurance and Testing ● Design and implement model testing frameworks ● Validate model performance and accuracy ● Debug and troubleshoot model issues ● Ensure code quality and maintainability ● Evaluate LLM outputs for accuracy and safety

5. Research and Development ● Research and implement machine learning algorithms and artificial intelligence solutions ● Stay current with the latest AI/ML/LLM technologies, frameworks, and methodologies ● Develop proof of concepts for new AI/ML/LLM initiatives ● Create and maintain technical documentation of research findings and implementations ● Evaluate and benchmark different LLM models and approaches

6. Collaboration and Communication ● Work with cross-functional teams including data engineers and business analysts ● Present technical findings to stakeholders ● Provide guidance on AI/ML/LLM capabilities and limitations ● Document technical specifications and implementation details

Preferred candidate profile

Perks and benefits