Data Scientist

This is a fully remote position, open to applicants in Portugal.

📋 Description

• Create and enhance sophisticated ML algorithms for diverse data types, including images, text, audio, and tabular data.

• Design and refine Azure pipelines to facilitate model training across multiple domains.

• Develop comprehensive applications in Python, incorporating unit and integration testing.

• Regularly assess system performance and address any issues that arise.

• Work collaboratively with cross-functional teams to deliver solutions to intricate challenges.

• Build shared packages and tools for logging, model inference, and additional functionalities.

⛳️ Requirements

• Bachelor's or Master's degree in Computer Science, Engineering, or a related discipline.

• High level of expertise in Python, PyTorch, and TensorFlow.

• Demonstrated experience in managing and analyzing substantial datasets.

• Strong grasp of essential deep learning algorithms.

• Proficient in unit and integration testing using Pytest and CI/CD pipelines.

• Familiarity with data versioning, model management, experiment tracking, key evaluation metrics, and optimization methods.

• Comprehensive knowledge and practical experience with Docker.

• Solid understanding of classical machine learning and traditional computer vision techniques.

• Extensive experience with computer vision models, including object detection, image classification, and segmentation.

• Proficiency in Azure services, such as ML Studio, Data Factory, Functions, and Blob Storage, or similar services from other cloud providers.

• Awareness of AWS services, particularly EC2 and S3.

• Experience with Hugging Face Transformers, Elastic Stack, and GitLab CI pipelines.

• Familiarity with prompt engineering, retrieval-augmented generation (RAG), LLM frameworks like LangChain, LlamaIndex, and Haystack, as well as fine-tuning LLMs.

🏝️ Benefits

• Opportunities for growth at all levels.

• Commitment to employee development.

• Strategic collaborations that create new avenues for success.