Senior Python developer ML

Role:
Senior Python developer with ML experience.

Location:

Mountain View CA - onsite must.

Look for keywords like "hugging face " "kaggle "

• BA/BS in Computer Science or Computer Engineering or equivalent technical degree
• Familiarity with Git Hub and open source software
• Must be able to recognize potential issues, and compose technical communications in Git Hub
• Experience working with Windows, MacOS, and Ubuntu environments
• Excellent written and oral communication skills
• Being a team player with a positive attitude and people skills
• Open to learning new internal technical tools
• Experience with Python (see below)

• Masters degree/PhD in Computer Science & Data Science/AI ML or a related technical field or equivalent practical experience.
• 2 years of work or educational experience in Machine Learning or Artificial Intelligence
• Experience with one or more additional general purpose programming languages including but not limited to:
  Java (ideal), Go, or C/C++

• Python installation, environment setup and Jupyter Notebook
• Object and Data Structures basics
• Comparison Operators and Statements
• Methods and Functions
• Errors and Exception handling
• Built-in functions and Python Generators
• Using scientific Python libraries numpy, pandas, matplotlib, scikit-learn
• Use data visualization with Python

• Familiarity and experience with the following ML concepts, including:
• Overview of ML explaining life cycle like Data Acquisition->
  Cleaning->
  Training a model->
  Testing a model->
  Evaluating a model
• Strong debugging skills on C++/Python code.
• Basic jargons of ML which include Cost functions, Gradient Descent, Back Propagation, Activation functions etc
• Supervised, Unsupervised, Reinforcement learning
• Classifications and Regression
• Using Datasets
• Types of algorithms like Decision Tree, K means etc
• Importing data in python, clean, preprocess data and manipulate data frames with pandas
• Neural networks, CNN, RNN/LSTM
• Familiarity with LLMs and generative AI, including prompt engineering, LLM evaluation of model outputs, and concepts such as a judge model and final verdict

Mandatory Skills Years of Experience Rating Out of 10 Python Coding Experience with AI/ML Models Hugging Face Kaggle LLM and GenAI