普华永道欢迎最新从事过仿真应用工程师等行业的优秀人才加入我们,普华永道信息技术(上海)有限公司将为您提供广阔的发展平台!
公司介绍:普华永道信息技术隶属于普华永道美国咨询,是普华永道全球交付模式的中坚力量。公司提供在核心项目开发、企业资源计划(ERP)、应用集成、数字技术解决方案、数据管理、诸如手机端和云端的新兴技术开发、管理服务、业务流程执行和项目管理等领域的支持。
福利特色:外企平台+技术前沿+团队协作+带薪假期+弹性工作+远程办公
Job Description:
Emerging Tech Lab Developers create rapid proofs of concept to test hypotheses about how emerging technologies can be applied to business use cases. We learn and explore at the forefront of Artificial Intelligence, Blockchain, Internet of Things, Robotics, Virtual Reality and Augmented Reality. The lab’s role is to generate prototypes, demos and learnings that PwC teams and clients can use when deciding how to apply and invest in emerging technologies.
Basic Qualifications:
Minimum Degree Required: Bachelor Degree
Required Fields of Study: Economics, or STEM with coding
Minimum Years of Experience: 2 year(s) in simulation model development / Machine learning Operations
Preferred Qualifications:
● Experience with a subset of the following technologies:
○ Software: AnyLogic, STELLA, Arena
○ Programming: Python, Java
○ Data Processing Tools: Python (Numpy, Pandas, etc.), Spark, cloud-based solutions such as GCP DataFlow;
○ Machine Learning Libraries: Python (scikit-learn, pysim, etc.), TensorFlow, Keras, PyTorch, Spark MLlib;
○ Code collaboration: git, github
● Independently working on building simulation models using object oriented approaches. Experience with agent based modeling, system dynamics modeling, discrete event modeling
● Experience with Systems Thinking concepts and application is a big plus.
● Demonstrated ability to create end-to-end technology prototypes and/or machine learning models for a given business use case or application.
● Demonstrated experience with rapid prototyping, using agile approaches to quickly test new ideas and “fail fast”.
● Demonstrated ability to apply a business framing to emerging technology solutions and communicate to business audiences in written and verbal formats.
● Demonstrated interest in emerging technologies such as Artificial Intelligence, Blockchain, Internet of Things, Virtual Reality, Augmented Reality, and Robotics.
● Experience in innovation or lab environments is a plus.
● Excellent communication skills
Open Position Differentiators
Identify key requirements (experience or managerial capabilities) to differentiate each level:
● Senior Manager (5+ years of experience)
Significant experience in architecting models, leading teams, building practices related to simulation modeling.
● Manager (3+ years of experience)
Experience managing development teams, knowledge of and practiced software development project management methods, experience in handling model development and deployments for clients
● Senior Associate (2+ years of experience)
Coding experience, independently delivering software development projects, teaching others
● Associate
Coding experience, problem solving experience, eager to learn