Oshkosh Corporation
Data Scientist Associate
Oshkosh Corporation, Austin, Texas, us, 78716
At Oshkosh, we build, serve and protect people and communities around the world by designing and manufacturing some of the toughest specialty trucks and access equipment. We employ over 17,000 team members all united by a common purpose. Our engineering and product innovation help keep soldiers and firefighters safe, is critical in building and keeping communities clean and helps people do their jobs every day.JOB SUMMARY:
As a key member in the Advanced Data Analytics team, the Data Analyst will work with this and a cross-functional team to develop and execute the data analytics strategy and apply to Oshkosh Corporation products. Advanced Data Analytics work encompasses the acquisition, processing and machine learning of engineering or service data and application to preventive maintenance and intelligent control of on or off-road vehicles.ESSENTIAL DUTIES AND RESPONSIBILITIES:
These duties are not meant to be all-inclusive and other duties may be assigned.Collaborate with other team members to establish and execute the data analytics strategy regarding telematics, cloud hosting, data file system, preprocessing and engineering applications.Work on the technical aspects of advanced diagnostics and prognostics and support the validation and verification of the intelligent preventive maintenance strategy using statistics and machine learning techniques.Conduct independent research on new technologies in cloud-based data analytics and establish requirements (resources, equipment, estimates, test plans, and milestones) and roadmap according to the needs of a project under the guidance of the supervisor.Conduct data processing and data analytics on Hadoop Distributed File Systems (HDFS) for different vehicle platforms.Responsible for manipulating high-volume, high-dimensionality data in cloud or on-premise from varying sources to highlight patterns, anomalies, relationship and trends with machine learning techniques using modeling tools (such as JMP, SAS, or Anaconda or alike).Support and lead the development of intelligent control of on or off-road vehicle or machineries using data analytics techniques.Assist and direct feasibility studies and project estimates (manpower, budget development, and timelines, etc.) on proposed research and development projects.Support and direct proposal development with regards to acquiring appropriate funding for various advanced data analytics and control systems program from government agencies.Provide insight to service or engineering design teams and support maintenance enhancement and product design improvement.MINIMUM QUALIFICATIONS:
Bachelor’s degree in computer science, data science or a related field with eight (8) or more years of proven data-centric work experience; OR Master’s degree in data science with five (5) or more years of experience.PREFERRED QUALIFICATIONS:
Ph.D. in data science with two (2) or more years of related experience.Experience in statistics, artificial intelligence, data analytics and machine learning.Strong time management, communication and critical thinking skills.Strong presentation skills and ability to confidently interface internal or external customers.Highly organized and detail-oriented, with strong critical thinking, analytical, and problem-solving skills.Ability to handle multiple tasks in a fast-paced environment, both independently and as part of a team.Knowledge of telematics interfaces, data file systems (Hadoop) and data processing techniques (Kafka, Impala, or Map Reduce, etc.), database (SQL or NoSQL), data modeling and data virtualization tools in Python, R or Java/C/C++.Automotive or heavy duty on or off-road vehicle, digital data bus, including Ethernet or Controller Area Network (CAN) experience.Oshkosh is committed to working with and offering reasonable accommodations to job applicants with disabilities. If you need assistance or an accommodation due to a disability for any part of the recruitment process, please contact our reception desk by phone at +1 (920) 502.3009 or our talent acquisition team by email at corporatetalentacquisition@oshkoshcorp.com.Oshkosh Corporation is an Equal Opportunity and Affirmative Action Employer. This company will provide equal opportunity to all individuals without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.Oshkosh Corporation will not discharge or in any manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant.Certain positions with Oshkosh Corporation require access to controlled goods and technologies subject to the International Traffic in Arms Regulations or the Export Administration Regulations. Applicants for these positions may need to be "U.S. Persons," as defined in these regulations.
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As a key member in the Advanced Data Analytics team, the Data Analyst will work with this and a cross-functional team to develop and execute the data analytics strategy and apply to Oshkosh Corporation products. Advanced Data Analytics work encompasses the acquisition, processing and machine learning of engineering or service data and application to preventive maintenance and intelligent control of on or off-road vehicles.ESSENTIAL DUTIES AND RESPONSIBILITIES:
These duties are not meant to be all-inclusive and other duties may be assigned.Collaborate with other team members to establish and execute the data analytics strategy regarding telematics, cloud hosting, data file system, preprocessing and engineering applications.Work on the technical aspects of advanced diagnostics and prognostics and support the validation and verification of the intelligent preventive maintenance strategy using statistics and machine learning techniques.Conduct independent research on new technologies in cloud-based data analytics and establish requirements (resources, equipment, estimates, test plans, and milestones) and roadmap according to the needs of a project under the guidance of the supervisor.Conduct data processing and data analytics on Hadoop Distributed File Systems (HDFS) for different vehicle platforms.Responsible for manipulating high-volume, high-dimensionality data in cloud or on-premise from varying sources to highlight patterns, anomalies, relationship and trends with machine learning techniques using modeling tools (such as JMP, SAS, or Anaconda or alike).Support and lead the development of intelligent control of on or off-road vehicle or machineries using data analytics techniques.Assist and direct feasibility studies and project estimates (manpower, budget development, and timelines, etc.) on proposed research and development projects.Support and direct proposal development with regards to acquiring appropriate funding for various advanced data analytics and control systems program from government agencies.Provide insight to service or engineering design teams and support maintenance enhancement and product design improvement.MINIMUM QUALIFICATIONS:
Bachelor’s degree in computer science, data science or a related field with eight (8) or more years of proven data-centric work experience; OR Master’s degree in data science with five (5) or more years of experience.PREFERRED QUALIFICATIONS:
Ph.D. in data science with two (2) or more years of related experience.Experience in statistics, artificial intelligence, data analytics and machine learning.Strong time management, communication and critical thinking skills.Strong presentation skills and ability to confidently interface internal or external customers.Highly organized and detail-oriented, with strong critical thinking, analytical, and problem-solving skills.Ability to handle multiple tasks in a fast-paced environment, both independently and as part of a team.Knowledge of telematics interfaces, data file systems (Hadoop) and data processing techniques (Kafka, Impala, or Map Reduce, etc.), database (SQL or NoSQL), data modeling and data virtualization tools in Python, R or Java/C/C++.Automotive or heavy duty on or off-road vehicle, digital data bus, including Ethernet or Controller Area Network (CAN) experience.Oshkosh is committed to working with and offering reasonable accommodations to job applicants with disabilities. If you need assistance or an accommodation due to a disability for any part of the recruitment process, please contact our reception desk by phone at +1 (920) 502.3009 or our talent acquisition team by email at corporatetalentacquisition@oshkoshcorp.com.Oshkosh Corporation is an Equal Opportunity and Affirmative Action Employer. This company will provide equal opportunity to all individuals without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.Oshkosh Corporation will not discharge or in any manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant.Certain positions with Oshkosh Corporation require access to controlled goods and technologies subject to the International Traffic in Arms Regulations or the Export Administration Regulations. Applicants for these positions may need to be "U.S. Persons," as defined in these regulations.
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