Artificial Intelligence Model Developer
1 day ago
Circuitry is seeking a skilled Machine Learning Engineer to join our team.
About the RoleWe are looking for an experienced professional with a strong background in machine learning and data science to develop and optimize artificial intelligence models for structured data. The ideal candidate will have expertise in regression, SVMs, decision trees, random forests, and XGBoost algorithms.
Key Responsibilities- Model Development: Develop and optimize machine learning models using Python libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch.
- Feature Engineering: Perform exploratory data analysis (EDA) and feature engineering to prepare datasets for modeling.
- Model Fine-Tuning: Utilize techniques like grid search and ensemble methods to fine-tune machine learning models.
- Unsupervised Learning: Implement unsupervised learning models such as K-Means and Gaussian Mixture Models.
- Model Deployment: Leverage platforms like AWS SageMaker and tools like MLflow for model training, tracking, and deployment.
- Model Evaluation: Train and evaluate machine learning models from scratch using structured data.
- Advanced Techniques: Work on RNNs and CNNs for structured data tasks as applicable.
- Experience: 3+ years of experience in data science with a focus on structured data and machine learning models.
- Skills: Proficiency in Python, proficiency in machine learning techniques: regression, SVMs, decision trees, random forests, and XGBoost.
- Tools and Technologies: Experience with feature engineering techniques, including grid search and ensemble methods, familiarity with unsupervised models like K-Means and Gaussian Mixture Models, and strong experience using AWS SageMaker and MLflow for ML workflows.
- Deployment Pipelines: Experience with deployment pipelines for ML models.
- Cloud Platforms: Familiarity with cloud platforms (e.g., AWS, GCP).
- SQL: Knowledge of SQL for structured data extraction and manipulation.
The estimated salary range for this position is $140,000 - $170,000 per year, depending on location and experience.
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