The innovation team inside our client (global retail giant) focused on the product and accelerators creation used by different other teams of the company.
Responsibilities
Source code development
Architecture design together with System Architect
Unit and automation testing coverage
AI modelling implementation
Code review inside the team
Skills
Must have
Vectorization and Indexing Implementation -Implementing solutions requires Data chuncking and indexing with different vector DB
Architecture and Design
Design and provide solutions for cloud-native and AI use cases
Python Development
Comfortabilly writing code with Python and other programming languages
RAG Concepts
Understanding Retrival Augmunted Generation process of optimizing the output of a large language model
Data Ingestion Process design
Data extraction and ingestsion from differnet data sources to a common storage
Machine Learning and Deep Learning
Understanding Machine learning and deep learning concepts to implement AI and prompting
Chatbot UI setup
Chatbot or any other user interface design implementation
AI Agent modelling-Implementation
Decoupling AI workflow steps and creating Agents/Prompting for each defenitive step for reusability
DevSecOps/GitHub/CICD
Implementation of Devops framework for solution
Azure Infrastructure
Understanding all Azure components for Solution implementation
Serverless programming (Azure Functions)
Azure function implemnetation for serverless code and deployment
Docker/Azure Containers/AKS
Kubernetis container and solution dpeloyment
Databricks/ADF (Data Factory)/Logic Apps
Integration of diffent data sources through ETL tool
Microservices Domain Framework
understand and implement Domain framework for each Microservice
Serverless programming (AWS Lambda)
Serverless programming function on AWS
Terraform-IaC
Terraform language for infrastructure as a code
SQL Store Procedures development
Expertise on SQL stored procedures and implementation
Nice to have
AWS Infrastructure
Understand and hands-on different AWS components
Mulesoft development
API development skills
Thought leader, good communication skills to help lead exploration of new use cases and advocate digital architecture technology (specially microservices-based use cases)
Able to lead discussions and create solution architecture (technical diagram) for new use cases using Cloud-native technologies with API-first
