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Data science lead - Raleigh, United States - ITL USA
Description
Job Description:
Infosys is seeking a Data Science Lead with strong background in designing and building machine learning models / algorithms to implement predictive & prescriptive analytical solutions in areas such as customer loyalty, personalization and recommendations, customer segmentation and profiling, Sales Calls, E-mail and Direct mail targeting, retention analysis, churn assessment etc.
The ideal candidate will be able to look at data from multiple sources and integrate data/inputs in a manner to build cause effect linkages to arrive at key issues.
Ideally the candidate uses understanding of the problem to arrive at multiple solution alternatives keeping in mind the various stakeholders and assess the pros and cons of all the alternatives to arrive at the optimal solution.
Required Qualifications:
Bachelor's degree or foreign equivalent required from an accredited institution. Will also consider three years of progressive experience in the specialty in lieu of every year of education.
At least 4 years of experience in Information Technology.
Candidate must live within commuting distance of Raleigh, NC or be willing to relocate. Travel within the US may be required.
U.S. citizens and those authorized to work in the U.S. are encouraged to apply.
Strong knowledge of AI and ML algorithms and hands-on experience in using tools like Azure ML or AWS SageMaker to implement and deploy the modelsHands on experience in SQL and TableauStrong Statistical Modelling, Regression models (linear, lasso, ridge, and non-linear regression etc.) Time series modelling (ARIMA, fbprophet, ETS, etc.) and Machine learningProven and proficient in Object oriented programming in Python.
Collaborate with business users to assess and elaborate Analytics Uses casesPerform Data Wrangling to prepare data for analysisPerform Exploratory Data Analysis on customer dataDevelop, Test, Deploy and Monitor ML ModelsWork with other data scientists as a team to understand algorithms suggested and provide QA in algorithm choice from a business perspectivePreferred Qualifications:Hands on experience in SAS/PythonStrong experience in Python data wrangling/analysis using Pandas, Numpy, Matplotlib, seaborn etc.
Good understanding of version control tools like git & Experience building CI/ CD pipelines.
Familiarity with deep learning libraries like Tensorflow, Keras, pytorchUnderstanding and awareness for Data science lifecycleExcellent business communication and excellent relationship management ability and the ability to work across business units within complex organizationThe job may entail extensive travel.
The job may also entail sitting as well as working at a computer for extended periods of time. Candidates should be able to effectively communicate by telephone, email, and face to face.Infosys is an equal opportunity employer and all qualified applicants will receive consideration without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, spouse of protected veteran, or disability.
