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Thoughtworks

Lead Data Scientist 专家级数据科学家(DEC）

Beijing, China
Machine Learning Deep Learning R Python
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Description

 

Job responsibilities

  • You will lead and manage data science projects from inception to completion, including goal-setting, scope definition and ensuring on-time delivery with cross team collaboration.
  • You will collaborate with stakeholders to understand their strategic objectives and identify opportunities to leverage data and data quality for enabling AI and machine learning.
  • You will be responsible for the overall AI system design, problem framing and governance, identifying and managing risks and issues.
  • You will design, develop and implement data science strategies that drive measurable business results.
  • You will design experiments for the team to rapidly test ideas and assumptions, and identify future courses of action.
  • You will use quality metrics to select machine learning models that will be deployed in the production environment. 
  • You will communicate technical findings and insights to stakeholders in a clear, easy and concise way, keeping the stakeholders in mind.
  • You will contribute to the growth of the data science community along with promoting a culture of data literacy within the organization.
  • You will address ethical concerns and adhere to ethical guidelines using FATTER AI (fairness, accountability, transparency, trustworthiness, explainability, responsibility).
  • You You will work with CD4ML practices and data versioning tools.

Job qualifications

Technical Skills

  • You have experience in leading the analysis and modeling of different datasets and overseeing an inception to deploying and productionizing the models.
  • You have experience with statistical modeling, hypothesis testing, machine learning, deep learning, optimization and other data science techniques to implement end-to-end data science projects.
  • You understand the specialized areas of AI，and rich knowledge in the field of NLP and project experience, LLM experience would be a plus.
  • You have experience with R, Python or equivalent statistical/data analysis tools and can write production-ready code that is easy to evolve and test.
  • You gather and preprocess large volumes of structured and unstructured data from various sources, ensuring data quality and integrity.
  • You analyze datasets using statistical and visualization techniques to identify patterns, trends and relationships.
  • You develop and implement machine learning models, algorithms and predictive analytics to solve specific business problems or improve existing processes.
  • You evaluate model performance using appropriate metrics and validate models to ensure robustness and reliability.
  • You interpret and effectively communicate findings and insights to non-technical stakeholders through reports, presentations and visualizations.
  • You ensure compliance with data privacy regulations and ethical standards when handling sensitive information.

Professional Skills

  • You understand the importance of stakeholder management and can easily liaise between clients and other key stakeholders throughout projects, ensuring buy-in and gaining trust along the way.
  • You are resilient in ambiguous situations and can adapt your role to approach challenges from multiple perspectives.
  • You don’t shy away from risks or conflicts, instead you take them on and skillfully manage them.
  • You are eager to coach, mentor and motivate others and you aspire to influence teammates to take positive action and accountability for their work.
  • You enjoy influencing others and always advocate for technical excellence while being open to change when needed.
  • You are a proven leader with a track record of encouraging teammates in their professional development and relationships -Cultivating strong partnerships comes naturally to you.
  • You understand the importance of relationship building and how it can bring new opportunities to our business.

Other things to know

Learning & Development

There is no one-size-fits-all career path at Thoughtworks: however you want to develop your career is entirely up to you. But we also balance autonomy with the strength of our cultivation culture. This means your career is supported by interactive tools, numerous development programs and teammates who want to help you grow. We see value in helping each other be our best and that extends to empowering our employees in their career journeys.

About Thoughtworks

Thoughtworks is a global technology consultancy that integrates strategy, design and engineering to drive digital innovation. For 30+ years, our clients have trusted our autonomous teams to build solutions that look past the obvious. Here, computer science grads come together with seasoned technologists, self-taught developers, midlife career changers and more to learn from and challenge each other. Career journeys flourish with the strength of our cultivation culture, which has won numerous awards around the world.

Join Thoughtworks and thrive. Together, our extra curiosity, innovation, passion and dedication overcomes ordinary.

 

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