Software Engineer, Machine Learning, Ranking (English, Portuguese)
Location
Belo Horizonte, MG | Brazil
Job description
Minimum qualifications:
- Bachelor's degree in Computer Science, a related technical field, or equivalent practical experience.
- 2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.
- 2 years of experience with data structures or algorithms.
- Ability to communicate in Portuguese and English.
Preferred qualifications: - Experience with machine learning on large datasets.
- Understanding of Natural Language Processing (NLP), computer vision, or end-to-end Machine Learning applications in products.
About the job Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google's needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.
In this role, you will work on a critical area of innovation in Image Search with latest Machine Learning (ML) models built in house, and from active collaborations with Research and ML Infrastructure teams. You will apply technologies from the latest advancement in the transformer, LLM, and multimodal models.In Google Search, we're reimagining what it means to search for information - any way and anywhere. To do that, we need to solve complex engineering challenges and expand our infrastructure, while maintaining a universally accessible and useful experience that people around the world rely on. In joining the Search team, you'll have an opportunity to make an impact on billions of people globally.
Responsibilities - Train and develop new generations of Machine Learning models for image retrieval and ranking.
- Analyze search queries, identify failure cases, propose new ideas, and validate those through experiment iterations.
- Integrate Machine Learning models into a serving stack in an efficient and sensible manner.
- Understand and improve the end-to-end development and serving flow on Machine Learning models in search.
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