Lead II - Software Engineering

Job Description

Role Overview:As a Lead II - Software Engineering specializing in AI, NLP, Python, and Data Science, you will be responsible for developing applications by selecting appropriate technical options, optimizing application development maintenance, and performance. You will also be assisting the Project Manager in day-to-day project execution.Key Responsibilities:- Design, implement, and optimize Large Language Model (LLM)-powered applications for enterprise use cases- Develop and maintain Retrieval Augmented Generation (RAG) pipelines, including vector database integration and embedding model optimization- Deploy, monitor, and maintain AI/ML models in production, ensuring reliability, security, and compliance- Collaborate with product, research, and engineering teams to integrate AI solutions into existing applications and workflows- Research and evaluate the latest AI advancements, recommending tools and architectures for continuous improvement- Preprocess, clean, and engineer features from large datasets to improve model accuracy and efficiency- Conduct code reviews, enforce AI/ML engineering best practices, and document architecture, pipelines, and results- Present findings to both technical and business stakeholdersQualification Required:- 8-10 years of professional experience in AI/ML engineering, with at least 4 years in LLM development and deployment- Strong proficiency in Python; familiarity with Java, R, or other relevant languages is a plus- Experience with AI/ML frameworks (PyTorch, TensorFlow, etc.) and relevant deployment tools- Hands-on experience with cloud-based AI platforms such as AWS SageMaker, AWS Q Business, AWS Bedrock, or Azure Machine Learning- Solid knowledge of data processing, feature engineering, and working with large-scale datasets- Strong problem-solving skills, analytical thinking, and attention to detail- Excellent communication skills with the ability to explain complex AI concepts to diverse audiencesAdditional Details:You will have the opportunity to work on cutting-edge LLM and RAG projects with global impact, in a collaborative environment fostering innovation, research, and skill growth. The company offers a competitive salary, comprehensive benefits, flexible work arrangements, and the chance to shape AI-powered features in Sonys next-generation products. Role Overview:As a Lead II - Software Engineering specializing in AI, NLP, Python, and Data Science, you will be responsible for developing applications by selecting appropriate technical options, optimizing application development maintenance, and performance. You will also be assisting the Project Manager in day-to-day project execution.Key Responsibilities:- Design, implement, and optimize Large Language Model (LLM)-powered applications for enterprise use cases- Develop and maintain Retrieval Augmented Generation (RAG) pipelines, including vector database integration and embedding model optimization- Deploy, monitor, and maintain AI/ML models in production, ensuring reliability, security, and compliance- Collaborate with product, research, and engineering teams to integrate AI solutions into existing applications and workflows- Research and evaluate the latest AI advancements, recommending tools and architectures for continuous improvement- Preprocess, clean, and engineer features from large datasets to improve model accuracy and efficiency- Conduct code reviews, enforce AI/ML engineering best practices, and document architecture, pipelines, and results- Present findings to both technical and business stakeholdersQualification Required:- 8-10 years of professional experience in AI/ML engineering, with at least 4 years in LLM development and deployment- Strong proficiency in Python; familiarity with Java, R, or other relevant languages is a plus- Experience with AI/ML frameworks (PyTorch, TensorFlow, etc.) and relevant deployment tools- Hands-on experience with cloud-based AI platforms such as AWS SageMaker, AWS Q Business, AWS Bedrock, or Azure Machine Learning- Solid knowledge of data processing, feature engineering, and working with large-scale datasets- Strong problem-solving skills, analytical thinking, and attention to detail- Excellent communication skills with the ability to explain complex AI concepts to diverse audiencesAdditional Details:You will have the opportunity to work on cutting-edge LLM and RAG projects with global impact, in a collaborative environment fostering innovation, research, and skill growth. The company offers a competitive salary, comprehensive benefits, flexible work arrangements, and the chance to shape AI-powered features in Sonys next-generation products.

Keyskills :
NLPPythonData science