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Description:
Data scientists at Thoughtworks apply deep knowledge of statistics, modeling, machine learning algorithms, and data mining techniques to create business value and data insights.
They are responsible for the strategy, implementation, productionization, and articulation of business impact.
The role involves collaboration with cross-functional teams and effective communication of findings to both technical and non-technical stakeholders.
Data scientists stay updated with industry advancements, ensure data quality and security, and provide guidance to junior team members.
Responsibilities include crafting data science and machine learning solutions, conducting experiments, developing hypotheses, and implementing data science strategies that drive measurable business results.
They must communicate technical findings clearly to stakeholders and interact with clients from diverse domains to address challenging problems.
The role also involves contributing to the growth of the data science community and addressing ethical concerns in data science.
Requirements:
Candidates must have experience with statistical modeling, machine learning, deep learning, optimization, and other data science techniques for end-to-end project implementation.
A strong understanding of specialized areas of AI, with experience in at least one (e.g., NLP, computer vision, Generative AI) is required.
Proficiency in R, Python, or equivalent statistical/data analysis tools is necessary, along with the ability to write production-ready code.
Candidates should be skilled in gathering and preprocessing large volumes of structured and unstructured data, ensuring data quality and integrity.
Experience in analyzing datasets using statistical and visualization techniques to identify patterns and trends is essential.
The ability to develop and implement machine learning models and evaluate their performance using appropriate metrics is required.
Candidates must be able to interpret and communicate findings to non-technical stakeholders through reports and visualizations.
Awareness of data privacy regulations and ethical standards when handling sensitive information is crucial.
Strong stakeholder management skills and the ability to liaise between clients and key stakeholders are necessary.
Candidates should be resilient in ambiguous situations and eager to coach and mentor others.
Benefits:
Thoughtworks offers a unique career development path tailored to individual aspirations, supported by interactive tools and numerous development programs.
The company fosters a cultivation culture that values helping each other grow and succeed in their careers.
Employees are empowered in their career journeys, with opportunities for learning and development.
Thoughtworks promotes a collaborative environment where diverse backgrounds and experiences contribute to innovation and problem-solving.
The company has a strong commitment to ethical practices and values diversity and inclusion within its teams.