Senior Data Scientist
hace 2 semanas
WELCOME to Aetion We are a global leader in science-driven technology using real-world evidence to provide innovative healthcare solutions. Our Generate, Discover, and Substantiate applications, powered by the Aetion Evidence Platform, are used to evaluate the safety, effectiveness and value of medications, delivering better outcomes to patients, medical professionals, and clients. We’ve partnered with top biopharma companies and are backed by leading venture capital firms to help increase our medical research and expand our product line. Aetion is headquartered in the US and has expanded throughout Europe with a Research and Development Hub in Barcelona.
Aetion and Aetion’s leadership are recipients of several prestigious awards:
- Parity.org’s 2024 List of Best Companies for Equal Advancement Opportunities
- Digital Health New York’s 2024 New York Digital Health 100
- Newsweek's World's Best Digital Health Companies of 2024
Come join us
Perks of joining our team:
Work-life Balance
- 25 vacation days
- Flexible start and end of working day
- Flexible in-office work commitment
- Sabbatical opportunity after five years of employment
Benefits
- Daily in-office lunch stipend and a fully stocked kitchen
- Comprehensive private health coverage w/ out-of-network reimbursement options
- Relocation to Barcelona supported with external provider services
Learning & Development
- Commitment to professional development opportunities
- Employee-led initiatives including annual company-wide innovation day & DEI resource groups
- Peer & company recognition programs
- Monthly educational lunch & learns
Why join Aetion’s tech team?
- You’ll collaborate with other engineering leaders on all matters that impact the Engineering team, including resourcing and building technology/product vision
- You’ll have the opportunity to coach and mentor colleagues, including code reviews, higher-level software design, and direct management
- The team works on a technical stack which includes both cloud and on-premise deployments, big-data ingestion and analytics, distributed systems, and algorithmic complexity.
DESCRIPTION:
Working at Aetion on the Generate team (formerly Replica Analytics) is a unique opportunity to advance health care, AI and privacy at the same time – three of the hottest topics in the world today. The Data Science team works to research and develop new statistical and machine learning methods to empower the responsible re-use of healthcare data and then put them into practice via our software and consulting services to clients. Our team works on methods for the generation and assessment of synthetic data as well as risk based de-identification at scale. If you enjoy a highly interdisciplinary, innovative and supportive environment, this may be the right job for you.
RESPONSIBILITIES:
- Lead the development of new technologies for data synthesis using a wide variety of machine learning methods; investigate various research topics in machine learning and statistics to determine the best method for data synthesis
- Implement and test production and research pipelines in Python and R
- Act as the scientific lead on client projects to de-identify or synthesize complex datasets and assess their utility and privacy
- Lead client education on data synthesis technologies
- Contribute to the dissemination of research results in the form of peer-reviewed papers, reports, and presentations
QUALIFICATIONS:
Required Qualifications
- A BSc/MSc/PhD degree (or equivalent) in mathematics, statistics, computer science, or electrical engineering
- 3+ years of work experience (3 years for candidates with a PhD, 4 years for candidates with an MSc, 5 years for candidates with a BSc)
- Demonstrated ability to conduct statistical and machine learning research (in the form of a thesis, publications, or side projects) and independently solve problems
- Expert in Python or R programming for data science (data cleaning/pre-processing, classification and regression, model evaluation, data visualization, writing and applying custom functions, parallelization)
- Experience with deep learning tools like PyTorch or TensorFlow
- Excellent communication skills (verbal and oral)
Preferred Qualifications
- Detail-oriented
- Motivated to learn and apply new machine learning methods to solve real-life problems
- Experience working with complex health care data (e.g., insurance claims, EHR, CDISC)
*We understand not everyone will meet all the above qualifications on day one. As a team of lifelong learners, we encourage you to apply if you are passionate about the role and want to grow your skills. We are excited to meet people who believe in Aetion's mission and can contribute to our team in a variety of ways.
Aetion is an Equal Opportunity Employer. Aetion is committed to being an employer of choice, not just a good place to work, but a great and inclusive place to work. To that end, we strive to recruit and maintain a workforce that meaningfully represents the diverse and culturally rich communities that we serve. Qualified applicants will receive consideration for employment without regard to their race, color, religion, national origin, sex, sexual orientation, gender identity, protected veteran status or disabled status or, genetic information.
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