about 2 months ago
Buenos Aires, ArgentinaSenior / Mid Level
Responsibilities
- Explore new machine learning opportunities and perform proof of concepts.
- Develop and implement machine learning models for cost and sourcing predictions.
- Lead evaluation of emerging technologies and develop new features.
- Collaborate with cross-functional teams to gather requirements and define solutions.
- Monitor machine learning models and troubleshoot performance issues.
- Contribute to documentation and knowledge sharing for effective AI use.
Requirements
- Experience with state-of-the-art ML modeling techniques like transformers and generative modeling.
- Hands-on experience with large scale data processing using frameworks like PyTorch or TensorFlow.
- Ability to bridge advanced ML approaches to real-world applications.
- Experience with cloud-native technologies, containers, and distributed systems.
- Strong software fundamentals including design patterns and testing.
- Proficiency in SQL and/or NoSQL, with an understanding of database design.
- Experience building and consuming CI/CD pipelines.
- Familiarity with command line and *nix systems.
- 5+ years of experience in engineering teams building large-scale ML products.
- 3+ years of experience leading cross-team engineering efforts.
- Strong project management and execution skills.
Tech Stack
PyTorchSQLTensorFlow
Categories
AI & MLData Science