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

Marsh McLennan (NYSE: MMC) is a global leader in risk, strategy and people, advising clients in 130 countries across four businesses: Marsh, Guy Carpenter, Mercer and Oliver Wyman. With annual revenue of $24 billion and more than 90,000 colleagues, Marsh McLennan helps build the confidence to thrive through the power of perspective. For more information, visit marshmclennan.com, or follow on LinkedIn and X.Marsh McLennan is committed to embracing a diverse, inclusive and flexible work environment. We aim to attract and retain the best people and embrace diversity of age, background, caste, disability, ethnic origin, family duties, gender orientation or expression, gender reassignment, marital status, nationality, parental status, personal or social status, political affiliation, race, religion and beliefs, sex/gender, sexual orientation or expression, skin color, or any other characteristic protected by applicable law.Marsh McLennan is committed to hybrid work, which includes the flexibility of working remotely and the collaboration, connections and professional development benefits of working together in the office. All Marsh McLennan colleagues are expected to be in their local office or working onsite with clients at least three days per week. Office-based teams will identify at least one “anchor day” per week on which their full team will be together in person.