Python Microservices Developer
NTT DATA, Inc.
Irving, United States of America
4 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
IntermediateJob location
Irving, United States of America
Tech stack
Amazon Web Services (AWS)
Azure
Databases
Command-Query Responsibility Segregation (Software Development)
Software Design Patterns
Distributed Systems
Django
Monitoring of Systems
Python
PostgreSQL
MongoDB
MySQL
NoSQL
Queueing Systems
RabbitMQ
Redis
TensorFlow
Prometheus
Software Engineering
SQL Databases
SQLAlchemy
Web Application Frameworks
Data Logging
Google Cloud Platform
Cloud Platform System
PyTorch
Flask
Large Language Models
Grafana
Data Representation
Generative AI
FastAPI
Event Driven Architecture
Containerization
Integration Tests
Kubernetes
Kafka
GraphQL
Variational Autoencoders
Celery
Front End Software Development
Event Sourcing
REST
Software Library
Docker
ELK
Microservices
Job description
- Design, implement, and optimize generative AI models using frameworks like TensorFlow, PyTorch, or JAX, including architectures like Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Large Language Models (LLMs).
- Design and deploy efficient, self-contained microservices using Python 3.x and modern web frameworks (FastAPI, Flask, or Django).
- Build and maintain RESTful APIs and GraphQL endpoints for seamless communication between services and front-end applications.
- Work with both relational (PostgreSQL, MySQL) and NoSQL (MongoDB, Redis) databases. Implement database-per-service patterns and ensure data consistency.
- Implement message queues and event-driven architecture using Kafka, RabbitMQ, or Celery.
- Containerize microservices using Docker and orchestrate them utilizing Kubernetes.
- Write comprehensive unit and integration tests. Configure logging and monitoring tools (Prometheus, Grafana, ELK stack) to track service health.
- Select appropriate datasets and data representation methods.
- Extend existing machine learning libraries and frameworks.
- Train systems and retrain as necessary.
Requirements
- Overall 5 years of experience.
- 3 years of professional software engineering experience, with a heavy focus on Python-based microservices architecture.
- 2 years of hands-on experience with asynchronous Python frameworks like FastAPI or aiohttp.
- Strong proficiency in SQL/NoSQL integration, including ORMs like SQLAlchemy.
- Familiarity with cloud environments (AWS, Azure, or GCP) and infrastructure-as-code principles.
- Solid understanding of distributed system design patterns (e.g., CQRS, Event Sourcing, Circuit Breakers).
- Experience with Chat, IVR, Banking will be a plus.
- Google Cloud (GCP) knowledge.
About the company
NTT DATA is a $30 billion trusted global innovator of business and technology services. We serve 75% of the Fortune Global 100 and are committed to helping clients innovate, optimize, and transform for long-term success. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation, and management of applications, infrastructure, and connectivity. We are one of the leading providers of digital and AI infrastructure in the world. NTT DATA is a part of NTT Group, which invests over $3.6 billion each year in R&D to help organizations and society move confidently and sustainably into the digital future. Visit us at us.nttdata.com