Description

Lead the design and development of a system for SQL to Python code conversion.

Responsibilities

• Lead the design and development of a system specifically for SQL to Python code conversion.
• Prepare and preprocess datasets of SQL stored procedures and corresponding Python code.
• Train and fine-tune models using machine learning frameworks.
• Evaluate model performance and implement improvements to enhance accuracy and efficiency.
• Develop tools and scripts to automate data collection, preprocessing, and model training.

Required Skills

• 5+ years of experience in software development with a focus on machine learning and NLP.
• Proficiency in Python and SQL.
• Hands-on experience with TensorFlow, PyTorch, or Hugging Face Transformers.
• Experience with data preprocessing, tokenization, and building custom datasets for NLP tasks.
• Strong understanding of model evaluation metrics and performance improvement techniques.
• Familiarity with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes).
• Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.

Preferred Skills

• Experience with advanced NLP models and SQL database management.
• Knowledge of Git, CI/CD, and agile methodologies.

Key Skills

Education

Bachelor's or Master's degree in Computer Science