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Data Scientist

Company: Ciber Global LLC
Location: Orlando
Posted on: March 29, 2020

Job Description:

Make a difference Ciber Global wants you. Come build new things with us and advance your career. At Ciber Global you'll collaborate with experts. You'll join successful teams contributing to our clients' success. You'll work side by side with our clients and have long-term opportunities to advance your career with the latest emerging technologies. Job Description Relevant experience must be in two or more of the following Designingimplementing machine learning, data mining, advanced analytical algorithms, programming, data science, advanced statistical analysis, artificial intelligence, or software engineering. An ideal candidate for the Lead Machine Learning Scientist role should have practical experience, a love of experimentation, and a passion for the problem we're trying to solve. In this position, you will play a central role in developing novel ways to leverage machine learning and statistical analyses. You'll use a mixture of supervised and unsupervised techniques to generate and test hypotheses and turning your results into actionable, impactful insights. You will be exposed to and incorporate a variety of statistical and machine learning techniques such as logistic regression, experimental design, generalized linear models, mixed modeling, CHAIDdecision trees, neural networks and ensemble models. What You'll Do Knowledge of statistical concepts such as regression, time series, mixed model, Bayesian, clustering, etc., to analyze data and provide insights. Conduct statistical analysis and build time series models using linear regression, ARIMA, DLM, VAR, and VECM. Responsible for creating and implementing AI, machine learning and deep learning algorithms to solve business problems. Design project specific custom model architectures, preprocessing and postprocessing pipelines and training and evaluation procedures. Deploy machine learning and deep learning models from prototype stage to production ready, highly scalable applications capable of real-time and batch inference. Develop models to derive information from text using natural language processing like parts of speech, named entity recognition, constituency parsing, and dependency parsing. Automatically summarize text, classify text, extract sentiment and infer latent topics from text data to predict company performance. Research, prototype, and develop core machine learning and statistical analyses for commercial strategy data including revenue and capacity data. Mix supervised and unsupervised methods to train classifiers. Leverage cloud-based technologies to collate and pre-process model input data. Work closely with our team to validate and improve experiment results. About You You're adaptable, driven, and have at least a BS in Computer Science, Statistics, Mathematics, Applied Mathematics, or a related field. You're a leader you can accomplish things on your own, but you also bring out the best in people around you. You have 3 years of experience in architecting, implementing, and evaluating machine learning andor image processing approaches for unique datasets. You're proficient in Python and common machine learning frameworks You're familiar with cloud computing technologies and conducting experiments on cloud-based datasets (e.g. Amazon EC2, Amazon S3, Docker, Snowflake). You have strong written and verbal communication skills to share findings with the rest of the team. Pluses MSPh.D. in a relevant field. Demonstrable experience as a primary developer for production ML solutions. Proficiency in machine learning and statistics theory, as well as knowledge of recent advances in deep learning. Required Education BS Computer Science or Math. At Ciber Global our consultants have access to a comprehensive benefits package. Benefits can include Paid-Time-Off, Paid Holidays, 401K matching, Life and Accidental Death Insurance, Short Long Term Disability Insurance, and a variety of other perks. Ciber Global is an Equal Opportunity Employer MinoritiesFemalesGender IdentitySexual OrientationProtected VeteransIndividuals with Disabilities. Find a purpose Embrace emerging technologies, create inventive solutions and meet intriguing client challenges. Be a part of something bigger working on teams that make a difference and transform business. Move ahead No matter where you are in your career, you can work to move to the next level. You'll work hand in hand with top-tier talent and be part of a team focused on the technologies that lead the way to exciting technological changes.

Keywords: Ciber Global LLC, Orlando , Data Scientist, Other , Orlando, Florida

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