Data Scientist

Speciality: Software Engineering

Seniorities: Mid or Senior

Who works with: DATA SCIENCE / DATA ENGINEERING / DEEP LEARNING / MACHINE LEARNING / STATISTICS / PYTHON

Employment type: Full-time

Introductory message:

Want a job that is technically challenging and meaningful? Ligence is looking for a data scientist to join our team in building the next generation of medical computer vision AI products. You will contribute to the development of sophisticated and scalable video post-processing systems that are integrated in clinical workflows and serve doctors and medical staff in hospitals and imaging centers worldwide. You will be working with complex medical videos and building solutions for automated analysis, interpretation and reporting to turn that complexity into simplicity for our end users.

Job description

We are looking for motivated and skilled individuals to join our R&D IT team at Ligence in Vilnius. As a Data Scientist, you will have the opportunity to work on exciting projects in a dynamic and supportive environment. 

Responsibilities:

• Design and lead large-scale data collection and data acquisition
• Lead research, development and evaluation of state-of-the-art models for medical image segmentation, detection, and classification
• Establish data governance, annotation pipelines, and ML infrastructure
• Integrate and deploy models in production environments
• Identify ML product risks and limitations and clearly articulate it to the management
• Mentor junior colleagues and collaborate with cross-functional teams (e.g., clinicians, product, marketing)

Qualifications:

• Multiple years of experience in data science using Python and ML-related libraries (numpy, pandas, scikit-learn, etc..)
• Strong understanding of statistics
• Expert knowledge of medical imaging technologies and domain-specific challenges.
• Extensive experience with advanced neural network architectures (e.g., GANs, U-Net) and training (loss, tuning, etc.)
• Experience in ML model deployment (e.g. ONNX)
• Leadership in managing data lifecycle and model deployment in clinical settings.
• Leadership in the R&D process of medical imaging ML model from inception phase to FDA/MDR approval.

What we offer:

- Base gross salary (before tax): 4000 – 7000 EUR / month

- Stock options

- Flexible hours

- Hybrid remote work

- Talented and driven team of medical doctors, PhDs and industry experts 

- Office snacks

At Ligence, we are motivated to contribute to the health and well-being of patients and to address the challenges of the health system. We are proud to offer a supportive and inclusive work environment with a combination of remote and on-site work. Join us in making a positive impact in the healthcare and medical software industries.