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内推intuitive, 邮箱baoyihan117@gmail.com
偏向于有r shiny经验的人 觉得好的简历会直接发给hiring manager. .и
求大米呀
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Job Title: Software/Data Engineer – Data/ML Pipeline. 1point3acres
-baidu 1point3acres
Department: Advanced Product Department
Reports to: Manager, Data Engineering
Company Description:. .и
Intuitive Surgical designs and manufactures state-of-the-art robot-assisted systems for use in minimally invasive surgery. Joining Intuitive Surgical means joining a team dedicated to using technology to benefit patients by improving surgical efficacy and decreasing surgical invasiveness, with patient safety as our highest priority..--
Primary Function of Position:
Contribute broadly to the engineering team which responsible for advanced analytics and new technology development focused on surgical workflow and performance for next generation robotic surgery platforms. . Waral dи,
The successful candidate must excel in a high-energy, focused, small-team environment, be able to initiate and drive new research directions, and have a commitment to high research quality. A strong sense of shared responsibility and shared reward is required.
As part of the New Product Development team, immediate responsibilities include:
• Develop and support tools that perform the analysis of surgeries from inside of a Machine Learning cloud pipeline.
• Design and maintain relational database and distributed system data storage for various scenarios. Waral dи,
• Work closely with Machine Learning team and Engineering team, understand various needs and bring modernized/standardized support to the team along with the development
. • Provide efficient and scalable ETL solution to videos, system data and meta data
• Test and maintain incrementing databases of videos, system data, and meta data
• Work closely with research data scientists throughout analysis, visualization, and monitoring efforts
• Support multiple engineering and analytics teams in collecting, accessing and analyzing data, as well as troubleshooting dataflow
Additional responsibilities include:
• Keep current with our software/hardware deployment and cybersecurity strategies and understand overall trends in AI, ML and Cloud technologies
• Work with product development teams to bring data products to market
• Continuously explore optimal data recording solutions, database designs, storage solutions, and analysis environments
Skill/Job Requirements:.
Competency Requirements: (Competency based upon education, training, skills and experience). In order to perform the responsibilities of this position, the individual must have:
• M.S. in Computer Science, Software/Computer Engineering, or Applied Math with minimum (3) years industry experience with software/data engineering, or B.S. degree with minimum (6) years industry experience.
• Excellent experience with distributed Airflow or similar distributed cluster
• Experience with Cloud storage, distributed system/Cluster, ETL in scale. 1point 3 acres
• Experience with GCP environment is ideal
• Hands-on experience with Python, GNU, C++/C, OOP, RDD, TDD, DDD
• Hands-on experience with data-processing /ML pipeline. Waral dи,
• Experience with log monitoring solution
• Proficient in SQL-based and Non-SQL-based technologies
• Ability to travel domestically and internationally (10-20%)
• Demonstrate excellent communication skills both written and verbal
Highly Desirable Knowledge, Skills, and Experience:
• Interested in early research and development/prototype efforts
• Excellent experience with distributed system/cluster, ETL, Docker and job-scheduler
• Proficient in SQL and Non-SQL
• Experience with video recording, compression, and streaming. 1point 3acres
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-baidu 1point3acres
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