What are the responsibilities and job description for the Research Data Scientist–Signal Processing, Time Series Analytics at Biomedical Diagnostics Startup position at AstraDx?
Research Data Scientist—Signal Processing, Time Series Analytics at Biomedical Diagnostics Startup
We are a Boston-area biomedical diagnostics startup company seeking a highly skilled signal processing scientist for time-series analytics to join our team.
Your mission will be to innovate lean, robust, efficient anomaly-detection algorithms and pipelines in time-series data, to improve patient outcomes against some of the most common causes of death in the world.
Required Qualifications
- Advanced training (MS or PhD preferred) in electrical engineering, computer science, applied mathematics, physics, or a related field with a focus on signal processing and machine learning
- Extensive experience in time series analysis, signal processing, and statistical modeling
- Demonstrated expertise in anomaly detection, clustering, and machine learning algorithms for time series data
- Strong background in statistical hypothesis testing and experimental design
- Proficiency in Python and experience with scientific computing libraries (e.g., NumPy, SciPy, scikit-learn)
- Exceptional analytical and problem-solving skills with meticulous attention to detail
- Strong record-keeping and written and oral communication skills
- Professionalism, a sense of mission, and a desire to work with others who feel the same in a fast-paced, collaborative research environment
Preferred Qualifications
- Exceptional publication record (arXiv) and/or publication in reputable signal processing or machine learning journals/conference proceedings (e.g., IEEE ICASSP, AISTATS, JMLR)
- Experience in multidimensional time series and/or incorporating metadata into learning
- Experience with anomaly detection/clustering in short/sparse time series
- Knowledge of deep learning techniques for time series analysis
Particulars
- Company headquarters: Boston, MA; on-site work preferred
- Competitive salary and equity compensation package
- Comprehensive health benefits and flexible paid time off
Why Join Us?
With the above qualifications, you could work anywhere. But ask yourself: do you want to be just a cog in a machine? Punching a clock for a paycheck? Working on something boring or meaningless? Or do you want to be a mission-critical part of building something to save lives? If the answer to that last question is “yes,” please send a short (~250-word) cover letter and resume/CV, including any links to your GitHub or other relevant work, to careers@astradx.com.
Note: Your cover letter should:
- Explain what it is about us, and/or about your background, that makes you interested in us specifically (~100 words)
- Mention one concept, idea, invention, or discovery that you’ve come across in the past year or so that you’ve found really cool, and describe why (~100 words)
Salary : $130,000 - $200,000