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Machine Learning Developer
3 weeks ago
Job Title:
Overview:
The Machine Learning Developer will be responsible for building and deploying machine learning models using Large Language Models (LLMs). The successful candidate will have hands-on experience with LLMs, AI-specific utilities, and programming skills in Python.
Key Responsibilities:
- Implement and fine-tune AI-generated text prompts using LLMs
- Develop cloud-based applications including LLM/GenAI and deploy them into production
- Acquire skills required for building machine learning models and deploy them for production
- Feature engineering, exploratory data analysis, pipeline creation, model training, and hyperparameter tuning with structured and unstructured data sets
- Develop expertise in statistics knowledge, time series modeling, forecasting, image/video analytics, and natural language processing
- Optional: Databricks, Big Data - Basic knowledge of Spark, Hive
Requirements:
- Hands-on experience with LLMs such as LangChain and OpenAI
- Skilled in AI-specific utilities like ChatGPT, Hugging Face Transformers
- Programming skills in Python, Scikit-Learn, TensorFlow, PyTorch, Keras
- Ability to understand business requirements and derive use cases
- Storytelling, business communication, and documentation skills
Preferred Qualifications:
- MLOps, data pipeline, data engineering skills
- Experience with cloud services from AWS, GCP, Azure, and Databricks