Avenga is a global IT and digital transformation champion. We deliver strategy, customer experience, solution engineering, managed services, software products and outsourcing services like: staff augmentation, team leasing and permanent employment.
Together, we are more than 2500 professionals with over 20 years of experience. We are present in Europe, Asia and the USA.
Python Developer Senior
Miejsce pracy: woj.
lubelskie
Nr ref.: LP/PDS/ZD/10
Nr ref.: LP/PDS/ZD/10
We are looking for an experienced Python software engineer to further develop the Remote Patient Monitoring Data Analysis software solutions that help data scientists analyze the data from digital devices handed out in clinical studies. The successful candidate will establish processes and implementations to enable and facilitate the mining of digital biomarkers out of the aforementioned data. In addition, the candidate will help to ascertain the quality of data and documentation.
Tasks & Responsibilities:
- Develop the backend/ops software tools used in cuttingedge data science of Digital Biomarkers
- Implement signal processing and data analysis pipelines for processing large amounts of sensor data and meta data collected in clinical trials according to best coding practices
- Implement and maintain tools for data visualization, data versioning and data analysis for nonexpert users
- Modularize existing signal processing, data visualization and data analysis pipelines to enable reuse of pipelines across many different clinical trials
- Develop documentation and tests around the new and existing code
- Proactively collaborate with a team comprising data scientists, software engineers, and life science experts
- Actively support Data Scientists and Clinical teams with operational work and potential bug fixing during Study period
Requirements:
- At least 5+ years of experience in Python (numpy, scipy, scikitlearn, tensorflow, matplotlib)
- At least 6+ years of experience in SQL
- At least 4year experience in software development
- Advanced skills and experience with version control and JIRAlike task management
- Ability to communicate effectively
- English at least at B2 level
- Bachelor with emphasis on coursework of a quantitative nature (e.g. Computer Science, Engineering, Mathematics, Data Sciences)
- 3+, and ideally 4+, years of proven software development working experience
- Deep knowledge of Python and frameworks around it
- Previous working experience with the common Python data analysis (e.g. NumPy/SciPy, Pandas, Scikitlearn, etc.) and visualization (Matplotlib, seaborn, plotly, bokeh) packages
- Knowledge of UNIX internals and workload management systems (SLURM)
- Familiarity with the version control solutions, e.g. github/bitbucket
- A link to personal code repository on github/bitbucket