Diversity Nexus ยท 2 weeks ago
Senior Python developer with ML experience.
CA
Full-time
Onsite
Senior LevelDiversity Nexus is looking for a Senior Python Developer with experience in Machine Learning. The role involves developing Python applications and working with machine learning concepts while collaborating with team members in an onsite environment in Mountain View, CA.
Staffing & Recruiting
Qualification
Required
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
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
Preferred
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++
Company
Diversity Nexus
201-500 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase