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Data Scientist and Business Partner

  • Location
    • Shanghai, Shanghai
  • Schedule Full time
  • Posted

Description

RESPONSIBILITIES:
- You build predictive models and machine-learning algorithms

- You analyze large amounts of information to discover trends and patterns

- Undertake preprocessing of structured and unstructured data

- Monitor and sustain model effectiveness

- Combine models through ensemble modeling

- Present complex information using data visualization techniques

- Propose solutions and strategies to business challenges that drive business impact

REQUIREMENTS:
- 5+ or more years proficiency in one or more core analytical tools / suites / languages such as SAS, Python, R, Spark Scala and understand their limitations

- Proficient in one or more analytical methodologies such as numerical optimization, econometric modeling and forecasting, machine learning and text analytics

Additional Description

•Data Science Development and Project Management

-Conducting data analysis on large data sets, designing complex data analysis metrics to provide business insight to business units.

-Understanding business process and finding data patterns in different data sources

-Create comprehensive statistical predictive models and innovative visualizations

-Conduct machine learning and AI technology on complex data set to provide forecast of business and insight of business pattern recognition and strategic insight Analytics

-Analyze Website, Mini Program, APP data to improve customer experience

-Provide insights for mobile product usage analysis and product design based on advanced analytics result

-Lead development and implementation of data science use cases

-Lead vendor selection , contract and steering management

-Support other Big Data Projects and provide internal consultancy service to Business units

•Business Partner, Communication and Collaboration

-Provide data science consulting service to business units to understand data science, insight exploring and data driven service.

-Be the key contact for use case / project initiation,  finalization , implementation, drive a continuous development of data science methods

-Identify and describe significant business opportunities in different GM business units together alongside your business partners

-Establish strong relationships and communicate with a wide array of colleagues in different locations

-Integration of all stakeholders in overall processes in order to solve occurring issues as quick as possible

-Be able to communicate about highly complex data topics in easy and understandable ways

About the job

Responsibilities

- You build predictive models and machine-learning algorithms

- You analyze large amounts of information to discover trends and patterns

- Undertake preprocessing of structured and unstructured data

- Monitor and sustain model effectiveness

- Combine models through ensemble modeling

- Present complex information using data visualization techniques

- Propose solutions and strategies to business challenges that drive business impact

    • Degree in Data Science, Computer Science, Information Systems, Economics, Statistics, Mathematics, other related fields or equivalent practical experience.
    • 5+ years of relevant work experience in business/media analytics, consulting, financial analysis, or related quantitative field.
    • Outstanding problem solving, data analysis, data manipulation and communication (written and oral) skills
    • Experience handling large complex dynamic data sets. Preference for proficiency with Hadoop, Teradata, Spark, Kafka.
    • Good command of data visualization tools (Tableau, Power BI, R Shiny, etc).
    • Preference for fluency in SAS, Python, R, Spark Scala
    • Ability to interact effectively with people and work in a collaborative, time sensitive, environment
    • Automotive industry  experience / Internet / consulting experience will be a plus
    • Consulting / professional services industry experience is a plus.
    • Both Chinese and English as working language
    • Being a Data Scientist at Premium Import, GM China is about much more than simply crunching numbers – it’s about finding compelling insights within data and using your exceptional business and communication skills to translate those insights into action. As a member of our strategic planning, forecasting and analysis, you’ll spend your time digging into big, complex data/research sets. The data will not remain inert in your hands, however, since you’ll use your critical thinking, problem solving and communication skills to influence and drive thoughtful and well-informed decision making with our most senior business leaders within the organization, and potentially headcounter stakeholders, even clients in the future.
    • As a Data Scientist, you will be part of the Team that partners with customers experience, vehicle product, connectivity, digital product and other cross functions within organization to build and present integrated business and customer experience opportunities based on industry trends and insights from our data.
    • Our Data Analytics team will cooperate with customer experience team, Mobile App and MP team, connectivity, vehicle product, EV team, etc.

Final level to offer is subject to candidate's background and experience.

About GM

Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

Why Join Us 

We aspire to be the most inclusive company in the world. We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Our Work Appropriately philosophy supports our foundation of inclusion and provides employees the flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs. Every day, we want every employee, no matter their background, ethnicity, preferences, or location, to feel they belong to one General Motors team.

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Diversity Information

General Motors is committed to being a workplace that is not only free of discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that workforce diversity creates an environment in which our employees can thrive and develop better products for our customers.   We understand and embrace the variety through which people gain experiences whether through professional, personal, educational, or volunteer opportunities. GM is proud to be an equal opportunity employer.

We encourage interested candidates to review the key responsibilities and qualifications and apply for any positions that match your skills and capabilities.

Equal Employment Opportunity Statements

The policy of General Motors is to extend opportunities to qualified applicants and employees on an equal basis regardless of an individual's age, race, color, sex, religion, national origin, disability, sexual orientation, gender identity/expression or veteran status. Additionally, General Motors is committed to being an Equal Employment Opportunity (EEO) Employer and offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us at Careers.Accommodations@GM.com or call us at 800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.

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