Role: Senior Python developer with ML experience.
Location: Mountain View CA - onsite must
Look for keywords like "hugging face " "kaggle "Minimum Qualifications
BA/BS in Computer Science or Computer Engineering or equivalent technical degree
Familiarity with GitHub and open source software
Must be able to recognize potential issues, and compose technical communications in GitHub
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)
Preferred Qualifications
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++
Prerequisites
Python Skills
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
ML Knowledge
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 |
|
|