Charter Communications/Spectrum Principal Engineer I in Greenwood Village, Colorado
JOB SUMMARYResponsible for architecture, design, prototyping and implementation inthe areas of Deep Learning, Machine Learning, Computer Vision, SensorFusion, Pattern Recognition, Large Scale Data Mining or ArtificialIntelligence. Develops solutions in areas such as natural languageprocessing, network predictive maintenance, and subscriber behavioraltargeting with a focus on integration into service commercialization. Worksclosely with engineering teams on system design and configuration. Advancedtechnical and design skills. Collaborates with the design teams and advisesteaMAJOR DUTIES AND RESPONSIBILITIESCreates quick Proof of Concepts (POC) through initiative, that helpbuild rich deep learning experience for the organization.Assigned complex and critical projects that involve several technical systemsand constituents.Designs, implements, monitors, enhances and troubleshoots systems inassigned areas.Analyzes and revises existing system logic difficulties and documentation asnecessary.Tests and reviews system designs.Provides Engineering Technical support and guidance to regional personnel andensure all technical integration, changes, standards and documentation aremet.Mentors and guides the work of senior technical staff.Reviews work plans and designs and advises on improvements.Adheres to industry specific local, state, and federal regulations, asapplicable.Knows, understands and follows company policy.Performs other duties as requested by manager.REQUIRED QUALIFICATIONSSkills/Abilities and KnowledgeAdvanced knowledge and deep experience in the data science methodology fromexploratory data analysis, feature engineering, model selection,deployment of the model at scale and model evaluationExperience with multiple supervised and unsupervised machine learningtechniques, such as logistic regression, na ve bayes, decision trees,k-means clustering, and principal components analysisStrong Experience in one or more deep learning frameworks likeTensorFlow,Caffe, etc.Hands on coding with C/C++, Python, Lua, R, Matlab or anyproficient AI language of choiceFamiliarity with system bring-up, application development, and newhardware architecture across a range of new hardware for prototypingAdvanced knowledge in TCP/IP and the OSI ModelAdvanced knowledge in using source control and continuous integrationtechnologiesAdvanced knowledge of network devices and basic network appliancesAdvanced knowledge of systems design and architecture software applicationssuch as VisioAbility to perform duties in a very fast paced environment and ability tolearn new technology quicklyAbility to use personal computer and software applicationsEducationMasters or Bachelor's Degree in Engineering or related field or related workexperienceRelated Work Experience Number Of YearsEngineering work experience 8-10PREFERRED QUALIFICATIONSSkills /Abilities and KnowledgeKnowledge of company products and servicesWORKING CONDITIONSOffice environmentThe Spectrum brand is powered and innovated by Charter Communications.Charter Communications reaffirms its commitment to providing equalopportunities for employment and advancement to qualified employees andapplicants. Individuals will be considered for positions for which they meetthe minimum qualifications and are able to perform without regard to race,color, gender, age, religion, disability, national origin, veteranstatus, sexual orientation, gender identity, current unemploymentstatus, or any other basis protected by federal, state or local laws.Charter Communications is an Equal Opportunity Employer -Minority/Female/Veteran/DisabilityCharter Communications will consider for employment qualified applicants withcriminal histories in a manner consistent with applicable laws, includinglocal ordinances.Employer's Job# 221453BRPlease visit job URL for more information about this opening and to view EOEstatement.