Description
Job Summary:
Python Consultant with focus on Artificial Intelligence to develop, train, and evaluate Machine Learning models, explore data, and contribute to AI team projects.
Key Highlights:
1. Central role in developing and training AI and ML models
2. Focus on data analysis to identify patterns and insights
3. Opportunity to collaborate on AI team projects
**Position:** Python Consultant with focus on Artificial Intelligence **Employment Type: CLT**
**Work Mode: Hybrid\-SP**
**Work Location: São Paulo**
**Education: Bachelor's Degree Completed**
**Mandatory Requirements / Technologies / Required Knowledge**
**Main Responsibilities**
**Responsibilities:**
**Data Collection and Preparation:**
**Assist in collecting, cleaning, and preparing relevant datasets for AI model training;**
**Perform preprocessing tasks such as normalization, standardization, and handling missing values.**
**Data Exploration:**
**Analyze data to identify patterns, trends, and insights that can guide AI model development.**
**Model Development and Training:**
**Collaborate with the team to develop, implement, and train machine learning models, e.g., using libraries such as TensorFlow, Keras, Scikit\-Learn, etc.;**
**Experiment with different algorithms and configurations to optimize model performance.**
**Model Evaluation:**
**Evaluate model performance using relevant metrics, such as accuracy, recall, F1\-score, AUC, among others;**
**Identify issues related to bias, overfitting, or underfitting and take corrective actions.**
**Testing and Validation:**
**Conduct rigorous testing on deployed models to ensure they function correctly across different scenarios.**
**Documentation:**
**Document processes, approaches, decisions, and model results clearly and systematically.**
**Problem Solving:**
**Identify problems and challenges that can be addressed with AI, and propose appropriate solutions.**
**Proof-of-Concept Development:**
**Create proofs of concept to demonstrate the feasibility of AI solutions in specific scenarios.**
**Team Project Contribution:**
**Actively participate in team projects, providing support and insights for AI solution implementation.**
**Requirements:**
**Experience in Python programming; additional advantage if knowledge or experience with AI, ML, and DP libraries such as TensorFlow, Keras, Scikit\-Learn, PyTorch, etc.**
**Solid understanding of fundamental concepts in Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), and Natural Language Processing (NLP).**
**Preferred (not mandatory / not disqualifying)**
**.NET development