Sr. Data Scientist Job at Abiomed
Abiomed, part of Johnson & Johnson MedTech, is a leading provider of medical devices that provide circulatory and respiratory support, with a mission of recovering hearts & saving lives. Abiomed’s “Patients First!” culture drives our skilled workforce and strong relationships with clinicians. Our innovative product portfolio and robust pipeline provide us the incredible opportunity to bring lifesaving technology to more patients around the world than ever before. Founded in 1981, Abiomed has a proven track record for growth, integrity and innovation.
I Am Abiomed | I Am Heart Recovery | Patients First!
Abiomed is seeking a highly motivated Data Scientist for our Market Intelligence & Data Analytics team, with experience in advanced data science and analytics techniques and methodologies to collaborate with internal stakeholders and advance the market and clinical analytics maturity across the enterprise. You will help us implement robust data analytics solutions and disseminating actionable insights to stakeholders. Your work will enable team to advance Abiomed’s “patients first” culture and competitive position in the market. will serve as the company’s analytic center of excellence, bringing expertise on business intelligence and data science.
The ideal candidate has proven experience data modeling and data pipelines. You must also be familiar with best software architecture and patterns, cloud patterns, emerging trends etc. You will collaborate with a team of dedicated data scientist, analysts and cloud engineers to design, implement and maintain cloud analysis.
Essential Responsibilities:
- Establish and implement a strategy for gathering/managing data requirements and disseminating performance metrics & analytics across Abiomed
- Partner with business stakeholders on projects to develop methodologies, reports and dashboards that provide business insight into leading indicators and provide recommendations that improve operations & enhance business decision making
- Collaborate with Marketing, Clinical, Product owners and Market Analytics team through complex statistical models and quantitative analyses. Guides team on processes for selecting methods and techniques. Leads analyses and modeling when needed.
- Drive project milestones to completion. Build partnerships, define accountability, and lead the activities which operationalize key findings.
- Create reports and visualizations to fulfill requests from clinicians, researchers, and administrators using a variety of database and analytic technologies.
- Develop tools, tests, and dashboard to enable implementation of insights. Supports testing, training, and development of new marketing initiatives.
- Recommend, design and operationalize predictive & prescriptive analytic solutions in conjunction with team members
- Ad-hoc analysis as required to aid management decision making and business planning
- Create and deliver impactful presentations for mid-level and senior-level audiences
- Model database needs based on project requirements and maintain data dictionaries and documentation associated with these data models.
- Formulate process for automated insights to management using advanced BI tools.
Requirements
- BS in a quantitative discipline (statistics, data science, mathematics, engineering, bio statistics, medical research statistics, etc.), MS in quantitative field preferred
- 5-7 years of work experience in database science, data analytics or related field.
- Experience with advanced analytics techniques and methodologies (e.g., regression, properties of distributions, statistical tests, predictive modeling, statistical analysis, customer segmentation, multi-variate analysis, analysis of competing hypothesis, social network/link analysis, market analysis, data validation, threat and risk analysis, multi-source confidence and corroboration)
- Experience using statistical computer languages and BI tools (R, Python, SQL, Alteryx, Tableau, JMP, MiniTab etc.) to manipulate data and draw insights from large data sets.
- Solid understanding and experience in cloud (AWS / AZURE), data warehouse querying, structure, and wrangling, data structures and ETL processes preferred.
- Experience with and/or interest in the medical and biotech industry a plus
Preferred requirements:
- Real word data (medical/pharmaceutical/life cenciences etc.) analytics experience
- Python, Jupyter notebooks, pyspark experience
- Cloud experience (AWS / AZURE)
- NLP experience
Abiomed is an Equal Opportunity Employer committed to a diverse workforce. Abiomed will not discriminate against any worker or job applicant on the basis of race, color, religion, gender, gender identity, national origin, ancestry, age, sexual orientation, gender identity, marital or civil partnership status, pregnancy, gender reassignment, non-job related mental or physical disability, genetic information, veteran status, military service, application for military service, or membership in any other category protected under law. Abiomed maintains a drug-free workplace.
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