Associate - Operation Job in Bengaluru at PwC

PwC is hiring for the role of Associate - Operation!

Responsibilities of the Candidate:

• Design, develop, and implement Generative AI models (such as GPT, GANs, VAEs) for various applications.
• Optimize and fine-tune AI models for performance, scalability, and accuracy.
• Deploy AI models into production environments using cloud platforms (AWS, GCP, Azure) and MLOps practices.
• Perform data preprocessing, feature engineering, and exploratory data analysis (EDA).
• Develop and validate predictive models using machine learning techniques.
• Utilize statistical methods and algorithms to analyze large datasets and extract meaningful insights.
• Work closely with data engineers, product managers, and stakeholders to understand business needs and translate them into technical requirements.
• Present findings, model performance, and insights to both technical and non-technical audiences.
• Contribute to research and development efforts, staying up-to-date with the latest advancements in AI and data science.
• Write clean, efficient, and scalable Python code for AI model development and deployment.
• Build and maintain data pipelines, APIs, and automation scripts.
• Integrate AI models with existing software systems and services.

Requirements:

• Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.
• 3+ years of experience in data science, AI, or machine learning roles.
• Proven track record of deploying AI models in production environments.
• Experience in working with large datasets and big data technologies
• Experience in developing AI solutions for specific industries (e.g., Pharma, finance, retail).
• Publications or contributions to AI/ML communities or conferences.
• Familiarity with containerization and orchestration tools (Docker, Kubernetes)