Senior AI/ML (Python) Developer Full-time

Project description

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

Other

Languages

English: B2 Upper Intermediate

Seniority

Senior