Job Specifications
Greetings!
We’re looking for a Generative AI Engineer with strong expertise in cloud technologies (preferably AWS) and a deep understanding of Machine Learning (ML) and Generative AI frameworks. The ideal candidate will design, develop, and deploy scalable GenAI solutions leveraging large language models (LLMs), vector databases, and cloud-native infrastructure.
Key Responsibilities:
Design, develop, and implement Generative AI applications such as chatbots, copilots, summarization, and content generation tools.
Build and fine-tune LLMs and foundation models (e.g., GPT, Claude, Llama, Mistral) for domain-specific use cases.
Deploy, monitor, and optimize AI models using AWS services such as SageMaker, Bedrock, Lambda, ECS/EKS, and S3.
Develop and maintain end-to-end ML pipelines for data ingestion, training, validation, and deployment.
Integrate vector databases (e.g., Pinecone, FAISS, or Amazon OpenSearch) for retrieval-augmented generation (RAG).
Collaborate with data engineers, cloud architects, and product teams to translate business goals into scalable AI solutions.
Apply prompt engineering, fine-tuning, and model evaluation techniques to improve accuracy and performance.
Ensure data security, compliance, and responsible AI practices in all AI workflows.
Required Skills & Experience:
7+ years of professional experience in AI/ML engineering, with 3+ years in Generative AI development.
Strong hands-on experience with AWS Cloud (SageMaker, Bedrock, Lambda, API Gateway, ECS/EKS, IAM).
Proficiency in Python and ML libraries such as PyTorch, TensorFlow, Hugging Face Transformers, or LangChain.
Experience with RAG pipelines, vector databases, and embedding generation.
Solid understanding of NLP, LLM architectures, diffusion models, or multimodal AI.
Experience with MLOps frameworks (MLflow, Kubeflow, or AWS Step Functions).
Familiarity with CI/CD, containerization (Docker, Kubernetes), and API integration.
Education:
Bachelor’s or Master’s degree in Computer Science, Data Science, AI/ML, or related field.
Best Regards,
About the Company
Iris Software has been a trusted software engineering partner to several Fortune 500 companies for over three decades. We help clients realize the full potential of technology-enabled transformation by bringing together a unique blend of domain knowledge, best-of-breed technologies, and experience executing essential and critical application development engagements.
Our highly-experienced talent and rightsized teams help develop core, complex, and mission-critical applications and solutions for leading enterprises across Ca...
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