Senior Data Scientist-Digital Robotics & Surgery

Company: J&J Family of Companies
Location: Redwood City
Posted on: May 3, 2021

Job Description:

Auris Health, Inc., part of the Johnson & Johnson family of companies, is transforming medical intervention. By combining advancements in medical robotics, instrumentation, navigation and data science, Auris is building a platform technology capable of expanding the applicability of robotics to a spectrum of medical procedures! We are seeking hands-on candidates who will be deep in code, and are technically strong in data-modeling, noise characterization, state-estimation and data-association for generating crucial inferences (hereby referred to as the inference engine). The intelligence derived from the inference engine will directly impact areas like + Product optimization by exploring system-level trends that deteriorate surgical experience. + Procedure development by generating statistical benchmarks for qualifying positive vs negative surgical deviations. + Product monitoring by developing a framework for quantifying performance with respect to nominal. Prior experience in medical device development is not required. What Youll Do: + Design, implement and validate algorithms to support robust and scalable modules to develop data-models and data-driven inference engine for quantifying the functional space of different surgical procedures. In addition, you will also craft and implement vital metrics and tools to validate performance. + Collaborate with CE/RC/SI teams to improve the analysis efficacy and deliver actionable intelligence to improve procedure development and procedure adoption. + Develop architecture for supervising product field reliability and framework to identify and estimate performance deterioration. + Guide a small team of junior data scientist. Qualifications + Master or PhD Degree in Computer Engineering, Computer Science, Robotics, or a related field + Solid Python programming skills and software engineering practice. Knowledge of modern C++ is a plus + Solid understanding of Data structures, Algorithms and Probability (state estimation, data modeling etc.) + Solid experience with AWS, spark, hive, hadoop, Qubole, sql, and pytorch + Experience in parallel or distributed computing is a plus + Solid understanding of analytic geometry, linear algebra, and numerical optimization. Knowledge in controls of robotic manipulators is a plus. + Strong communication, problem-solving, task-prioritization and collaboration skills Meet the Team: The intersection of machine-learning and big-data with robotics will play a crucial role in the success of Johnson and Johnsons next-generation robotic surgery platform. Data and Systems Analysis (DSA) group supports these verticals for one of the top tier surgical platforms with JnJ. In core, DSA is a multi-disciplinary team of system engineers, data scientists, and machine learning specialists that are dedicated to developing fundamental product-facing and system-supporting architectures and tools for gaining crucial impactful intelligence towards improving the surgeon experience, product adoption, and over-all robotics architecture while connecting it to the hardware design. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation. Johnson & Johnson is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, or protected veteran status and will not be discriminated against on the basis of disability Primary Location United States-California-Redwood City-150 Shoreline Dr Organization Auris Health, Inc. (6267) Job Function R&D Requisition ID 2005871756W

Keywords: J&J Family of Companies, Redwood City , Senior Data Scientist-Digital Robotics & Surgery, Healthcare , Redwood City, California