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Oliver Wyman
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Applications Development Analyst

Applications Development Analyst

Oliver Wyman

3 - 8 years

5 - 10 Lacs

gurugram

Posted:1 day ago| Platform:

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Skills Required

computer science django analytical artificial intelligence debugging machine learning predictive modeling troubleshooting monitoring python

Work Mode

Work from Office

Job Type

Full Time

Job Description

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:

Bachelors 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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Applications Development Analyst