
AIML Developer
17 hours ago
Applications Development Analyst
Company:Marsh Description:Job Title: AIML Developer
Job Description / Requirement
Experience: 3 years of relevant experience
Duties and Responsibilities:
- Write scalable and efficient code using the Python programming language.
- Demonstrate proficiency in Python and utilize essential libraries for machine learning, such as scikit-learn and pandas.
- Conduct thorough testing and debugging of applications to ensure optimal performance.
- Collaborate with cross-functional teams to gather and define application requirements.
- Process, cleanse, and validate the integrity of data to be utilized for analysis.
- Understand business objectives and develop machine learning models that align with these goals, including metrics to track their progress.
- Analyze various machine learning algorithms to identify the most suitable solutions for specific problems, ranking them by their likelihood of success.
- Demonstrate proficiency with deep learning frameworks such as TensorFlow or Keras.
- Apply advanced neural network architectures, including BERT models, to enhance model performance.
- Streamline processes using MLOps practices to improve deployment and monitoring of machine learning models.
- Utilize OpenAI technologies to enhance model capabilities and integrate cutting-edge AI solutions.
- Implement prompt engineering techniques to optimize interactions with AI models, ensuring accurate and contextually relevant outputs.
- Convert AI/ML models into APIs for seamless integration and use by other developers.
- Perform statistical analysis and fine-tuning based on test results to optimize model performance.
- Train and retrain machine learning systems as necessary to adapt to new data and requirements.
- Extend existing machine learning libraries and frameworks to meet project needs.
- Design and implement machine learning systems and self-running artificial intelligence (AI) software to automate predictive modeling processes.
- Document machine learning processes, methodologies, and results to ensure transparency and reproducibility.
Skills Required:
- Bachelor's degree in Computer Science
- Min RPA experience – 3+ years
- Exhibit expertise in at least one popular Python framework (e.g., Django, Flask, or Pyramid) for web application development.
- Excellent debugging and troubleshooting skills
- Self-starter with excellent organizational and time management skills
- Fast learner, quality conscious and committed to deadlines
- Excellent analytical and effective communication skills
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