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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.
Job Responsibility:
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
Requirements:
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
Nice to have:
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