Machine Learning Engineer Specialist
hace 2 semanas
Data scientists at Thoughtworks require expertise in statistics, modeling, and machine learning to drive business value and inform data-driven decision making.
They implement various algorithms and collaborate with cross-functional teams to communicate findings to both technical and non-technical stakeholders.
Data scientists work on a range of projects leveraging deep technical knowledge to solve complex business problems.
Key Responsibilities- Craft impactful data science solutions that drive significant customer benefits.
- Conduct experiments and develop hypotheses to solve business problems using advanced statistical techniques.
- Develop and implement data science strategies that drive measurable business results.
- Interact with clients from diverse domains addressing their challenging problems.
- Contribute to the growth and knowledge sharing within the data science community focusing on the latest tech trends in data science and machine learning.
- Address ethical concerns in data science including privacy, bias, and fairness while adhering to ethical guidelines.
- Implement statistical modeling, machine learning, deep learning, optimization, and other data science techniques.
- Have a basic understanding of specialized areas of AI such as NLP, computer vision, or generative AI.
- Experience with R, Python, or equivalent statistical/data analysis tools and ability to write quality code.
- Gather and preprocess large volumes of structured and unstructured data ensuring data quality and integrity.
- Analyze datasets using statistical and visualization techniques to identify patterns, trends, and relationships.
- Develop machine learning models, algorithms, and predictive analytics to solve specific business problems or improve existing processes.
- Effectively communicate findings and insights to non-technical stakeholders through reports, presentations, and visualizations.
- Awareness of data privacy regulations and ethical standards when handling sensitive information.
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