Data Scientist
4 weeks ago
Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutionsFormulate overall analytic solutions to address the identified business objectives and pain pointsAssess the effectiveness and accuracy of new data sources and data gathering techniquesExtract, clean, and transform structured and unstructured data to make it consumable for downstream analyticsPerform statistical analysis, data mining, and machine learning modeling on massive datasets to increase and optimize customer experiences, revenue generation, and other business outcomesCoordinate with different functional teams to implement models and monitor outcomesDevelop processes and tools to monitor and analyze model performance and data accuracyRequired education
Bachelor's DegreeRequired technical and professional expertise
Previous working/research experience for 3-5 years and recently worked as Data Scientist/Data Analyst with Bachelor's degree in Statistics, Data Science, Mathematics, Computer Science, Econometrics, or relevant quantitative field. Master's or PhD degree is preferredHands-on experience with Python and SQLGood knowledge of statistical concepts (properties of distributions, statistical tests) and machine learning techniques (such as regression, classification, time series, clustering, collaborative filtering, NLP) and their real-world advantages/drawbacksGood knowledge of at least one of the key visualization libraries (such as matplotlib, seaborn, plotly, ggplot2, Shiny, bokeh)Strong analytical and problem-solving skillsA drive to learn and master new technologies and techniquesExcellent written and verbal communication skills for coordinating across teamsPreferred technical and professional experience
Having end-to-end analytic project experience from requirement gathering, business/data understanding, feature engineering, model development to insight deployment/feedback is a plusHands-on experience in knowledge graph, deep learning, decision optimization, and/or MLOps is a plusHands-on experience with distributed data/computing tools such as Spark is a plusKnowledge of cloud computing services
Knowledge of cloud computing services such as IBM Watson, Microsoft Azure, Google Cloud Platform, or AWS is a plus.ABOUT BUSINESS UNIT
IBM Consulting is IBM's consulting and global professional services business, with market-leading capabilities in business and technology transformation. With deep expertise in many industries, we offer strategy, experience, technology, and operations services to many of the most innovative and valuable companies in the world.YOUR LIFE @ IBM
In a world where technology never stands still, we understand that dedication to our clients' success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.ABOUT IBM
IBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason, and science, we can improve business, society, and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.OTHER RELEVANT JOB DETAILS
For additional information about location requirements, please discuss with the recruiter following submission of your application.Job Title: Data ScientistJob ID: 6826City / Township / Village: Hong KongState / Province: Hong Kong IslandCountry: Hong KongWork arrangement: OnsiteArea of work: Data & AnalyticsEmployment type: RegularPosition type: ProfessionalNo TravelCompany: (0655) IBM China/Hong Kong LimitedShift: General (daytime)
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