Data Scientist

Company: Verint Systems, Inc.
Location: Topeka
Posted on: June 23, 2022

Job Description:

At Verint, we believe customer engagement is the core of every global brand. Our mission is to help organizations discover opportunities previously only scarcely imagined by connecting work, data, and experiences enterprise wide. We hire innovators with the passion, creativity, and drive to answer constantly shifting market challenges and deliver impactful results for our customers. Our commitment to attracting and retaining a talented, diverse, and engaged team creates a collaborative environment that openly celebrates all cultures and affords personal and professional growth opportunities. Learn more at www.verint.com. Overview of Job Function Verint's Data Scientist builds cutting-edge models for solving critical business problems; mines insights from large amount of data and facilitates the entire data science lifecycle from ideation, data exploration, model building, results communication to productization. Principal Duties and Essential Responsibilities + Develop solutions to problems using advanced data analysis, predictive modeling, optimization, and machine learning techniques including pattern detection, time series forecasting, natural language processing + Perform data exploration and apply machine learning to define scoring, regressor and classifier models + Apply appropriate sampling methods and machine learning techniques to hypothesis testing and parameter estimation + Design and run end-to-end experiments with statistical rigor for test and learn + Assist in the design and implementation of predictive applications in building the AI and machine learning stack from design to production + Work with big data engineers to performance tune and scale the Big Data and AI/ML platform + Create a test case plan, quality processes and requirements for newly implemented components Minimum Requirements + Bachelor's degree in Computer Science, Applied Math, Statistics, Operations Research or quantitative field + 3 years experience and advanced proficiency in using statistical programming languages such as R and Python - NumPy, Pandas, scikit-learn libraries + 3 years experience in machine learning algorithms, such as SVM, regression, boosting, clustering, classifiers, etc. + Knowledge of deep learning, recurrent neural networks, multilayer perceptrons + Experience building and training NLP models, Sentiment Analysis, Anomaly Detection + Knowledge and familiarity of time series analysis applied to forecasting + Expertise in TensorFlow and PyTorch + Experience with NLTK, Matplotlib, Seaborn, Keras, Flask + Experience with developing RESTful APIs and consuming web services + Successful completion of a background screening process including, but not limited to, employment verifications, criminal search, OFAC, SS Verification, as well as credit and drug screening, where applicable and in accordance with federal and local regulations Preferred Requirements + Experience with Cassandra, Elasticsearch, Druid + Experience with Git/GitHub, CI/CD pipeline, Docker containers + Experience with big data technologies such as Kafka/Spark SQL/MLib + Experience working with cloud technologies and experience building scalable ML services in the cloud #LI-KD1

Keywords: Verint Systems, Inc., Topeka , Data Scientist, Other , Topeka, Kansas