Skill diminta
AWSAzureCommunicationGCPPyTorchPythonSQLScikit-learnTensorFlow
Deskripsi
- Design, develop, and deploy scalable AI/ML solutions for business and technical use cases.
- Build and optimize machine learning and deep learning models using Python, TensorFlow, PyTorch, and Scikit-learn.
- Perform data analysis, preprocessing, feature engineering, and predictive modeling.
- Develop NLP and Generative AI solutions using platforms such as Azure AI, Google Cloud AI, and OpenAI.
- Implement AI solutions on Azure, AWS, or GCP and integrate them with existing applications and systems.
- Monitor and optimize model performance, scalability, and reliability in production.
- Collaborate with cross-functional teams to translate business requirements into AI-driven solutions.
- Research emerging AI technologies and provide technical guidance to junior team members.
- Strong proficiency in Python, R, or other data science languages.
- Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Solid understanding of statistics, data mining, and predictive modeling.
- Familiarity with cloud platforms (e.g., Azure, AWS, GCP) and big data tools.
- Excellent communication and problem-solving skills.
- Bachelor’s degree in Computer Science, Information Technology, Data Science, or a related field.
- Familiarity with AI platforms and tools (e.g., Azure AI, Google Cloud AI, OpenAI, etc.).
- Basic understanding of machine learning concepts and natural language processing.
- Experience with data analysis tools and scripting languages (e.g., Python, SQL).
- Ability to interpret and work with AI-generated insights and recommendations.