Data Scientist
4 weeks ago
UPS India is seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will be responsible for creating and implementing advanced analytics models and solutions to yield predictive and prescriptive insights from large volumes of structured and unstructured data.
Key Responsibilities:
- Develop and implement pipelines that facilitate data cleansing, data transformations, and data enrichments from multiple sources (internal and external) that serve as inputs for data and analytics systems.
- Work with data engineering teams to validate and test data and model pipelines identified during proof of concepts.
- Develop data design based on the exploratory analysis of large amounts of data to discover trends and patterns that meet stated business needs.
- Define model key performance indicator (KPI) expectations and validation, testing, and re-training of existing models to meet business objectives.
- Review and create repeatable solutions through written project documentation, process flowcharts, logs, and commented clean code to produce datasets that can be used in analytics and/or predictive modeling.
- Synthesize insights and document findings through clear and concise presentations and reports to stakeholders.
- Present operationalized analytic findings and provide recommendations.
- Incorporate best practices on the use of statistical modeling, machine learning algorithms, distributed computing, cloud-based AI technologies, and run time performance tuning with the goal of deployment and market introduction.
Requirements:
- Expertise in R, SQL, Python, and/or any other high-level languages.
- Exploratory data analysis (EDA), data engineering, and development of advanced analytics models.
- Experience in development of AI and ML using platforms like VertexAI, Databricks, or Sagemaker, and familiarity with available frameworks like PyTorch, Tensorflow, and Keras.
- Experience applying models from small to medium scaled problems.
- Strong analytical skills and attention to detail.
- Able to engage key business and executive-level stakeholders to translate business problems to a high-level analytics solution approach.
- Expertise with statistical techniques, machine learning, and/or operations research and their application in business.
- Deep understanding of data management pipelines and experience in launching moderate scale advanced analytics projects in production.
- Demonstrated experience in Cloud-AI technologies and knowledge of environments both in Linux/Unix and Windows.
- Experience implementing open-source technologies and cloud services; with or without the use of enterprise data science platforms.
- Core AI/Machine Learning knowledge and application in supervised and unsupervised learning domains.
- Familiarity with Java or C++ is a plus.
- Solid oral and written communication skills, especially around analytical concepts and methods.
- Ability to communicate data through a story framework to convey data-driven results to technical and non-technical audiences.
- Master's Degree in a quantitative field of mathematics, computer science, physics, economics, engineering, statistics (operations research, quantitative social science, etc.), international equivalent, or equivalent job experience.
What We Offer:
UPS India offers a dynamic and challenging work environment with opportunities for professional growth and development. We are committed to providing a workplace free of discrimination, harassment, and retaliation.
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