Python developer

REQUIREMENTS

Core Python Development

• Proficiency in Python 3.11+, including advanced features like pydantic, REST modules like httpx, async model of programming.

• Strong understanding of Python’s standard library and common third-party packages.

• Experience with virtual environments (venv, conda) and package management (pip).

Retrieval Augmented Generation (RAG) & NLP (optional but recommended)

• Familiarity with RAG architectures and principles.

• Experience with relevant NLP libraries and frameworks (e.g., Hugging Face Transformers, NLTK, SpaCy).

• Knowledge of vector databases (e.g., Azure Index with Vector profile, PostgreSQL with vector index) and embedding models.

• Hands-on experience with RAG-specific frameworks like LangChain or LlamaIndex for building RAG pipelines (optional but would be great!)

Linux Environment

• Solid working knowledge of Linux operating systems for development and deployment.

• Proficiency with command-line tools and shell scripting.

DevOps & Deployment

• Version Control: Expert-level proficiency with Git, including branching strategies, pull requests, and conflict resolution.

• CI/CD: Experience with Jenkins for continuous integration and continuous delivery pipeline setup and management.

• Container Orchestration: Understanding of Kubernetes (K8s) for deploying, scaling, and managing containerized applications. (optional)

• Familiarity with Docker for containerization.

Data Management & Transformation

• Data Transformation: Proven ability to perform medium complexity data transformations using Python libraries (e.g., Pandas, NumPy!).

• ETL: Understanding of ETL (Extract, Transform, Load) processes and best practices.

• Database Work:

  • Strong SQL skills for relational databases (e.g., PostgreSQL, MySQL).

  • Familiarity with NoSQL databases (e.g., MongoDB, Cassandra) is a plus.

Integrations

• Pub/Sub: Experience with message queuing systems (e.g., Apache Kafka, RabbitMQ, Google Cloud Pub/Sub, AWS SQS) for simple publish/subscribe integrations.

• REST APIs:

  • Ability to design, develop, and consume RESTful APIs using Python frameworks (e.g., Flask, FastAPI!!!, Django REST Framework).

  • Understanding of HTTP methods, status codes, and API security best practices.

General Software Engineering

• Strong problem-solving and debugging skills.

• Experience with unit testing, integration testing, and test-driven development (TDD).

• Ability to write clean, maintainable, and well-documented code.

• Excellent communication and collaboration skills; professional fluency in English language.

WE OFFER

• Professional and personal development.
• Opportunity to participate in the projects remotely.
• Loyalty program.

ABOUT PROJECT

Digicode is a custom software, mobile app and next generation global technologies development company based in Dallas Texas, with development centers in the US, Costa Rica, Israel & Ukraine.