Data Scientist

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

📋 Description

• Create and enhance cutting-edge machine learning algorithms for image, text, audio, and tabular datasets.

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

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

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

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

⛳️ Requirements

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

• High-level proficiency in Python, with expertise in PyTorch and TensorFlow.

• Demonstrated experience in managing and analyzing extensive datasets.

• Strong grasp of fundamental deep learning algorithms.

• Proficient in unit and integration testing (using Pytest) and continuous integration/continuous deployment (CICD) pipelines.

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

• Comprehensive knowledge and practical experience with Docker.

• Good understanding of traditional Computer Vision and classical machine learning techniques.

• Significant experience with computer vision models, including those for object detection, image classification, and segmentation.

• Proficient with Azure services (ML Studio, Data Factory, Functions, Blob Storage) or equivalent services from other cloud providers.

• Awareness of AWS (Amazon Web Services) offerings, particularly EC2 and S3.

• Experience with Huggingface Transformers, Elastic Stack, and Gitlab CI pipelines.

• Familiarity with Prompt Engineering, Retrieval Augmented Generation (RAG), LLM frameworks (such as LangChain, LlamaIndex, Haystack, etc.), and fine-tuning large language models (LLMs).

🏝️ Benefits

• Flexible working hours.

• Opportunities for professional development.