Help the world’s leading organizations unlock the value of technology and build a more sustainable, more inclusive world at Capgemini
Requirements
- Hands-on experience with core AWS services including S3 Lambda EC2 DynamoDB API Gateway Step Functions Glue and Athena
- Strong understanding and experience in orchestration frameworks like Lang Chain
- Technical Concepts Expertise in Generative AI architectures LLMs vector databases statistical methods and data processing
- Proficiency in Python is essential along with experience in languages like Java or TypeScript
- Experience with cloud infrastructure and containerization using tools like Docker Kubernetes
- Experience with Agile development methodologies and version control systems like Git
- Experience with CI/CD pipelines and automation tools like Jenkins GitLab CI
Responsibilities
- Solution Design Implementation Design and implement end to end generative AI solutions leveraging services like Amazon Bedrock including Agents Knowledge Bases and Guardrails
- Model Development Optimization Finetune and customize large language models LLMs and other generative models GANs VAEs for specific business needs ensuring optimal performance and scalability Prompt Engineering RAG Apply prompt engineering methodologies and build Retrieval Augmented Generation RAG systems to enhance model accuracy reliability and contextual understanding
- Build CICD pipelines to automate the model lifecycle including training deployment monitoring and retraining
- Cloud Infrastructure IaC Develop and manage robust cloud infrastructure using Infrastructure as Code IaC tools like AWS CloudFormation AWS CDK or Terraform
- Collaboration Documentation Work with product managers to integrate AI capabilities into existing systems and create technical documentation best practices and tutorials
- Security Compliance Ensure all AI solutions meet AWS best practices for security compliance scalability and cost optimization
- Proficiency in Python is essential along with experience in languages like Java or TypeScript
Other
- Strong problem-solving analytical and communication skills for working in cross functional teams and interacting with customers
- Flexible work
- Healthcare including dental, vision, mental health, and well-being programs
- Financial well-being programs such as 401(k) and Employee Share Ownership Plan
- Paid time off and paid holidays
