Informacje o stanowisku

We are seeking an Image Analysis Engineer to support the development of robust image processing pipelines for the PCR One platform. This role will focus on extracting meaningful insights from instrument-generated images using classical computer vision techniques and modern machine learning approaches. The ideal candidate will collaborate closely with data scientists, software engineers, and assay development teams to ensure accurate interpretation and integration of image data into the broader analysis ecosystem.

Responsibilities:

1. Design and implement image analysis pipelines for PCR instrument outputs, including preprocessing, segmentation, feature extraction, and classification.
2. Apply classical computer vision techniques (e.g., thresholding, edge detection, morphological operations) for rapid prototyping and baseline performance.
3. Develop and train machine learning models (e.g., CNNs, decision trees) for complex image interpretation tasks.
4. Collaborate with assay scientists to understand experimental context and define image-based performance metrics.
5. Integrate image analysis modules into existing data pipelines and cloud infrastructure.
6. Validate and benchmark image analysis algorithms using annotated datasets and real-world test bench data.
7. Contribute to the development of visualization tools and dashboards for image-based results.
8. Provide feedback on data formats and metadata requirements to improve image data ingestion and usability.

Requirements:

• Proficiency in Python and image processing libraries (e.g., OpenCV, scikit-image, PIL).
• Experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
• Understanding of classical image processing techniques and their applications.
• Good command of English (spoken and written).
• Experience training and evaluating ML models on image datasets.
• Familiarity with cloud-based data workflows (e.g., AWS, S3, Lambda) is a plus.
• Ability to work with multimodal data and integrate image analysis with other data types (e.g., CSV, JSON, text).
• Excellent communication skills and ability to collaborate across cross-functional teams.
• Experience in diagnostics, medical imaging, or laboratory instrumentation is a strong plus.

What we offer:

• Competitive salary from 22,000 to 25,000+ PLN gross (Employment Contract).
• Remote or hybrid work model: 3 days in Warsaw office, 2 days remote.
• Work with cutting-edge technology, classified solutions, and impactful healthcare products.
• Contribute to innovations that improve lives globally.
• Join a recognized international company awarded the Great Place to Work 2024.
• Agile work environment with growth opportunities.
• Meaningful work that truly matters.

Warszawa - Oferty pracy w okolicznych lokalizacjach