Software Engineer (Gen AI) @ Siemens

Brightly Software is seeking a high performer to join our Product team in the role of Gen AI engineer to drive best in classclient-facing AI featuresby creating and delivering insights that advise client decisions tomorrow.

As a Gen AI Engineer,you will play a critical role in building AI offerings for Brightly. You will partner with our various software Product teams to drive client facing insights to inform smarter decisions faster. This will include the following:

• Design and implement applications powered by generative AI (e.g., LLMs, diffusion models), delivering contextual and actionable insights for clients.

• Establish best practices and documentation for prompt engineering, model fine-tuning, and evaluation to support cross-domain generative AI use cases.

• Build, test, and deploy generative AI applications using standard tools and frameworks for model inference, embeddings, vector stores, and orchestration pipelines.

Key Responsibilities:

• Build and optimize Retrieval-Augmented Generation (RAG) pipelines using vector stores like Pinecone, FAISS, or AWS OpenSearch

• Develop GenAI applications using Hugging Face Transformers, LangChain, and Llama related frameworks

• Perform exploratory data analysis (EDA), data cleaning, and feature engineering to prepare data for model building.

• Design, develop, train, and evaluate machine learning models (e.g., classification, regression, clustering, natural language processing) with strong exerience in predictive and stastical modelling.

• Implement and deploy machine learning models into production using AWS services, with a strong focus on Amazon SageMaker (e.g., SageMaker Studio, training jobs, inference endpoints, SageMaker Pipelines).

• Understanding and development of state management workflows using Langraph.