
Data scientist (cancer imaging)
Deadline: 12 April 2023
Employment term: Permanent
Category: Software development
Job type: Full time
Location: Yerevan
Job description:
BostonGene is opening a position in Cancer imaging team. You will work with imaging data of different modalities, immunohistochemistry, multiplex fluorescence. Produce statistical analysis, create production ready data pipelines, and integrate it with R&D and clinical systems.
We offer:
- The office is located in Yerevan, Armenia, company supports relocation, we provide airplane tickets, hotel accommodation for two weeks, full support in official paperwork, and work permits in Armenia;
- Competitive salary and medical insurance;
- Full-time position, permanent contract, flexible working hours;
- Versatile professional environment: bioinformatics, biologists, physicians, and software developers who united to save people’s lives.
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Job responsibilities
- Development of segmentation algorithms for histological images (MxIF, H&E), automated cell classification approach with flexible input features;
- Participating in collaborations with leading American hospitals and institutions (Mayo Clinic, Weill Cornell Medicine, NCI, etc); analytics, development of project-specific metrics, annotation team management, presentation of results.
- Development of tools for internal needs: cell annotation tool, annotators accuracy dashboard, etc.
Required qualifications
- knowledge of python and common data processing and machine learning libraries: numpy, pandas, scipy, scikit-learn;
- experience with data visualization using matplotlib, Dash or other libraries;
- knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees;
- experience with relational databases, knowledge of SQL;
- experience with processing of single cell data or spatial transcriptomics data;
- experience with deep learning frameworks would be a bonus, pytorch or tensorflow.
Required candidate level: Mid level
Additional information
Аpply online via staff.am and follow entire application process.
Professional skills
Python
Machine Learning
Soft skills
Positive attitude
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About Company
BostonGene Corporation is pioneering the use of biomedical software for advanced patient analysis and personalized therapy decision making in the fight against cancer.
Our unique solution continuously aggregates the latest cancer research and clinical information from around the world. BostonGene’s unique solution performs sophisticated analytics to aid clinicians in their evaluation of viable treatment options for each patient’s individual genetics, tumor and tumor microenvironment, clinical characteristics, and disease profile.
BostonGene’s mission is to enable physicians to provide every patient with the highest probability of survival through optimal cancer treatments using advanced, personalized therapies via sophisticated analytics and integration of scientific and clinical knowledge.
Benefits
Contact details
Website http://www.bostongene.com/
Address: Meridian Exhibition Center, 1 Voskerichneri Street, Yerevan 0015, Yerevan, Armenia