Description

You will design, train, and deploy machine learning models to meet specific business objectives.

Responsibilities

• Design, train, and deploy ML models, defining validation strategies and tuning hyperparameters to optimize performance.
• Analyze ML algorithms for specific problems, ranking them by success probability and selecting hardware based on latency requirements.
• Build stateful chatbots and implement efficient methods for using LLMs, including Langchain.
• Engineer data pipelines for preprocessing, feature engineering, and data augmentation, ensuring data quality and acquisition.
• Deploy models to production and design strategies to overcome model errors.

Required Skills

• 5+ years of experience in machine learning or related roles.
• Proficiency with Python and ML libraries including scikit-learn and pandas.
• Deep learning framework expertise using TensorFlow.
• Experience with Langchain for LLM implementation.
• Ability to visualize and manipulate large datasets.
• Experience with data cleaning, quality verification, and data acquisition.
• Strong analytical skills for defining automation pipelines.
• Familiarity with Linux environments.

Preferred Skills

• Experience with Unix systems.

Key Skills

Education

Any Graduate