Oracle is a global cloud solutions leader offering diverse career opportunities across software development, data science, cloud engineering, and database management, while maintaining a strong commitment to diversity, inclusion, and employee well-being. They provide competitive benefits, encourage community engagement through volunteer programs, and focus on innovation across various domains, with specific roles requiring expertise in programming languages like Python and Java, as well as skills in machine learning, cloud infrastructure, and database optimization.

Spotify offers diverse career paths in Engineering, Data Science, Machine Learning, Product Development, and Trust & Safety, where employees help drive innovation in streaming and content delivery. Emphasizing inclusivity and creativity, Spotify invites individuals from all backgrounds to bring unique perspectives that enhance the user experience for its global community.

NVIDIA is a leading company in computer graphics, artificial intelligence, and accelerated computing, leveraging over 25 years of innovation to address some of the world's toughest challenges. Currently, the company is hiring for a diverse range of roles in software engineering, quality assurance, solutions architecture, research, high-performance computing, and more, reflecting its commitment to advanced technology and engineering excellence.

DoorDash offers diverse career opportunities across engineering, marketing, data science, and business intelligence, supporting its mission to connect consumers with a variety of local goods beyond food delivery. With a focus on innovation and inclusivity, DoorDash seeks professionals eager to solve complex challenges in a fast-growing, collaborative environment.

Uber is a global technology company that connects riders with drivers and offers services like food delivery through its innovative app-based platform. The company is currently seeking talent across various roles, including engineering, data science, operations, and security, in major cities worldwide.

Bayer offers diverse career opportunities across technology, research, administration, quality, and environmental sustainability, with positions available in numerous countries, including the United States, Germany, and China. The company is dedicated to addressing global challenges through innovation and collaboration, aiming to create a world where health and food security are accessible to all.

Gunicorn is a Python WSGI HTTP server ideal for deploying synchronous web applications like Django and Flask, leveraging a pre-fork worker model for scalability and performance. It's easy to configure and often paired with reverse proxies like Nginx for enhanced performance and load balancing, offering various worker types to optimize application needs.

Hypercorn is a versatile Python ASGI/WSGI server, inspired by Gunicorn and built on Quart, offering flexible deployment options with support for multiple worker types and modern protocols like HTTP/3 and QUIC. It excels in handling WebSockets, HTTP/2, and long-lived connections, making it a powerful choice for real-time web applications and seamlessly integrates with reverse proxies for production environments.

Uvicorn is a high-performance, asynchronous Python ASGI server built for modern web applications using frameworks like FastAPI and Starlette, offering superior speed and efficiency compared to traditional WSGI servers. It supports WebSockets, HTTP/2, and is commonly used with Gunicorn in production for multi-process scaling and easy integration with reverse proxies.

Daphne is an ASGI server written in Python that allows Django applications to handle real-time communication via HTTP, HTTP2, and WebSockets, commonly used with Django Channels. Built on Twisted, it bridges web clients and Django, supporting deployments with reverse proxies for scalable, bidirectional interactions, enabling features like chat and live updates.

Hugging Face Transformers provides pre-trained, state-of-the-art machine learning models for diverse tasks like NLP, computer vision, and audio, enabling quick implementation without extensive training. With multi-framework support and export options, it promotes flexibility and efficient deployment, accelerating model development across various modalities.

PyTorch is a user-friendly, open-source machine learning library, primarily developed by Facebook, that provides a dynamic platform for building and experimenting with deep learning models in areas like NLP and computer vision, leveraging GPU acceleration for efficient tensor computations. Its dynamic computational graph and high-level APIs, alongside strong community support, make it a popular choice for researchers and developers seeking flexibility and rapid prototyping in AI.