What are the responsibilities and job description for the Junior AI Engineer position at Jobs via Dice?
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Job Title: 1. Designing AI Models
Job Title: 1. Designing AI Models
- Develop algorithms based on concepts from Machine Learning and Deep Learning
- Choose appropriate models (e.g., neural networks, decision trees, NLP models)
- Data Collection & Preprocessing
- Gather structured and unstructured data from various sources
- Clean, label, and preprocess data to make it usable for training models
- Model Training & Evaluation
- Train models using frameworks like TensorFlow or PyTorch
- Evaluate performance using metrics like accuracy, precision, recall, etc.
- Fine-tune hyperparameters for better results
- Implementing AI Solutions
- Integrate AI models into applications (web, mobile, or enterprise systems)
- Work with APIs and backend systems to deploy models in real-world environments
- Natural Language Processing (NLP) Tasks
- Build chatbots, sentiment analysis tools, and language translators
- Use techniques from Natural Language Processing
- Computer Vision Applications
- Develop systems for image recognition, object detection, facial recognition
- Apply concepts from Computer Vision
- Continuous Improvement & Maintenance
- Monitor model performance in production
- Retrain models with new data
- Fix bugs and improve system efficiency
- Collaboration & Communication
- Work with data scientists, software engineers, and business teams
- Translate business problems into AI-based solutions