Computer Vision and NLP Engineer

Vakansiyanın detalları

Design and implement machine learning solutions for real-world problems in the domains of Computer Vision and Natural Language Processing (NLP).
Contribute to data preprocessing pipelines, including:

Data cleansing, normalization, and augmentation for image, text, and multimodal datasets
Annotation and labeling workflow design and execution

Integrate transformer-based models (e.g., ViT, BERT, or their derivatives) into production systems.
Evaluate and optimize model performance using appropriate metrics (e.g., F1-score, IoU, mAP, BLEU).
Collaborate with the backend/frontend team to deploy and monitor ML models via APIs or services.
Maintain well-documented, modular, and reusable ML codebases and follow best practices in version control and experiment tracking.

MSc degree (or currently pursuing) in Computer Science, Data Science, AI, or related technical field.
2–4 years of hands-on experience in machine learning, with practical experience in both Computer Vision and NLP projects.
Proficiency in Python and ML libraries/frameworks such as PyTorch, TensorFlow, scikit-learn, and Transformers (Hugging Face).
Solid understanding of foundational concepts in deep learning, including CNNs and transformer-based architectures.
Experience with data handling and preprocessing tools (e.g., OpenCV, NLTK, spaCy, regex, Pandas).
Familiarity with model evaluation, tuning, and error analysis.
Ability to collaborate with engineers and product teams and work independently on assigned tasks.
Experience with REST API development or ML model deployment using FastAPI, Flask, or similar tools.
Familiarity with version control (Git) and containerization (e.g., Docker) is a plus.

Müraciət üçün (CV): https://eigroup.breezy.hr/p/bfd4242e5502-computer-vision-and-nlp-engineer