Machine Learning with Python

Discover your future at Citi

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Job Overview

Experience Level:Entry to Mid-Level (Less than 5 years of experience)Location:HybridTeam:Automation Team

Job Summary

We are seeking a highly motivated and talented Application Development Analyst with a strong focus on Python, Machine Learning, and Generative AI to join our dynamic Automation Team. In this role, you will contribute to the design, development, and implementation of innovative automation solutions that leverage cutting-edge AI technologies. You will work on projects that streamline operations, enhance efficiency, and solve complex business problems using your expertise in data analysis, machine learning model development, and the application of generative AI techniques. This is an excellent opportunity for a passionate individual with less than 5 years of experience to make a significant impact and grow within a forward-thinking environment.

Key Responsibilities

• Develop and Implement Automation Solutions:Design, code, test, and deploy robust and scalable automation applications using Python.
• Machine Learning Model Development:Build, train, and evaluate machine learning models to solve specific automation challenges, including data preprocessing, feature engineering, and model optimization.
• Generative AI Integration:Explore and integrate Generative AI models (e.g., LLMs, image generation models) into automation workflows to create intelligent and adaptive systems.
• Data Analysis and Insight Generation:Analyze large datasets to identify patterns, extract insights, and inform the development of AI-driven solutions.
• Code Review and Collaboration:Participate in code reviews, provide constructive feedback, and collaborate effectively with team members to ensure high-quality code and solutions.
• Documentation:Create clear and comprehensive technical documentation for applications, models, and processes.
• Troubleshooting and Support:Provide support for deployed applications, identifying and resolving issues promptly.
• Stay Current with Technologies:Continuously research and learn about new developments in Python, Machine Learning, GenAI, and automation technologies.

Qualifications

Required:

• Bachelor's degree in Computer Science, Engineering, Data Science, Artificial Intelligence, or a related technical field.
• Less than 5 years of professional experience in software development, data science, or a related field.
• Proficiency in Python programming language, including experience with relevant libraries (e.g., Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch).
• Foundational understanding of machine learning principles, algorithms, and model lifecycle.
• Familiarity with Generative AI concepts, architectures, and applications.
• Experience with version control systems (e.g., Git).
• Strong analytical and problem-solving skills.
• Excellent communication and teamwork abilities.

Preferred:

• Master's degree in a related field.
• Experience with cloud platforms (e.g., AWS, Azure, GCP) for deploying and managing AI/ML workloads.
• Knowledge of MLOps practices.
• Experience with natural language processing (NLP) or computer vision.
• Familiarity with agile development methodologies.

What We Offer

• Opportunity to work with cutting-edge AI technologies.
• A collaborative and innovative team environment.
• Professional growth and development opportunities.
• Exposure to diverse and impactful automation projects.

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Job Family Group:

Technology

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Job Family:

Applications Development

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Time Type:

Full time

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Most Relevant Skills

Please see the requirements listed above.

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Other Relevant Skills

For complementary skills, please see above and/or contact the recruiter.

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