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Machine Learning - Data Analytics Scientist - 5 (210003AJ)


Machine Learning Developer



Austin, Texas, United States

"**Machine Learning - Data Analytics Scientist - 5****Preferred Qualifications**We are looking for a high energy and experienced software development architect in our Data Analytics Team to take to take governance product offering to the next level and to the cloud. Governance as a word does not sound all that interesting, but be assured, the concepts behind it are some of the largest unsolved problems in the industry. With challenges around privacy regulation and insider threat increasing weekly, the importance of automation and other advanced techniques in this area become incredibly obvious. Have you ever thought about how analytics could be used to detect and prevent identity theft, fraudulent user actions, security breaches etc. in the Identity and Access space? If this sounds like fun, you are probably the person we want to talk to!**The successful candidate:**10 years experience, with 4 years in Data Analytics, ML and related areas. Prior experience in Identity and Access Management is a plus.Wear multiple hats. We enjoy the prototyping and tinkering stages, as well as the rigor of making solutions production-ready.You will work hand-in-hand with Machine Learning and NLP research scientists to come up with novel solutions to build the next generation governance product.Passionate about technology and seeing how it can shape the physical world around us.Take ownership and doing whatever it takes to get the job doneLearn from others and help grow those in your team to achieve their best**Personal characteristics:****Expects and Delivers Results:** Consistently drives high standards for the individual, the team and the organization. Will not accept failure as an option.**Is a Data Driven:** Does not rely on assumptions or anecdotes; prefers to let the data tell the story and inform the decision.**Customer Focused:** Continuously drives to understand the needs of the customer and aligns decisions to address those **needs.****Basic Qualifications**+ Build the necessary tooling for data acquisition, data cleaning, data augmentation, model training and visualization.+ Evaluate and Implement the ML/Deep learning models from research papers, Oracle domain experts, and other public resources. You have been exploring or working on some of the latest advancements in the deep learning.+ Lead and coordinate data acquisition strategy and best modeling practices across teams, organizations, and products+ Develop production code for feature processing, model prediction, serving, and monitoring in both real-time and batch scenarios.+ Participate in the entire software lifecycle development, testing, CI and production operations+ Balance between product feature development and production operational concerns like writing run books, ops automation, structured logging, instrumentation for metrics and events.+ Provide machine learning methodology leadership.+ Work on Decision support areas such as Anomaly Detection, Fraud Detection, Recommendation Systems, Personalizer, Content Moderation and Forecasting Analytics.+ Good knowledge and work experience in mathematical and Statistical models like State Estimation techniques, statistical risk analysis using Monte Carlo Simulation, stochastic optimization and time-series forecasting.+ Build a core model of cognitive service using various open source and machine learning principles and techniques (Deep Learning, ImageNet models, CNN, RNN, Transformer, Seq2Seq). Development experience with Programming languages including Java, R, Python and platforms like TensorFlow+ Leverage Cloud technology Oracle Cloud (OCI), AWS, GCP, Azure, Heroku or similar technology.+ Build models with Python and machine learning libraries (Pytorch, Tensorflow), Big Data, Hadoop, HBase, Spark, etc.+ Capable of quickly becoming familiar with new approaches to Machine Learning.+ Brainstorm and Design various POCs using ML/DL/NLP solutions for new or existing enterprise problem+ 4 years of experience contributing to the architecture and design (architecture, design patterns, reliability and scaling) of new and current systems.+ Initiates strategic change initiatives in anticipation of a changing external environment. Champions organizational change initiatives in a way that helps people understand, appreciate, and support them. Guides the organization to remain flexible in a changing, competitive environment. Fosters creativity, measured risk-taking actions, and entrepreneurial thinking in others.**Preferred Qualifications**+ Participate in the entire software lifecycle development, testing, CI and production operations+ Good grasp of cloud development concepts like micro-services, cloud hosts, distributed storage+ Experience with version control/Code-Review tools like GitHub etc.+ Experience with Docker, Kubernetes etc.**Detailed Description and Job Requirements**Design, develop, troubleshoot and debug software programs for databases, applications, tools, networks etc.As a member of the software engineering division, you will take an active role in the definition and evolution of standard practices and procedures. Define specifications for significant new projects and specify, design and develop software according to those specifications. You will perform professional software development tasks associated with the developing, designing and debugging of software applications or operating systems.Provide leadership and expertise in the development of new products/services/processes, frequently operating at the leading edge of technology. Recommends and justifies major changes to existing products/services/processes. BS or MS degree or equivalent experience relevant to functional area. 8 or more years of software engineering or related experience.**Oracle is an Affirmative Action-Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, protected veterans status, age, or any other characteristic protected by law.****This is a remote/office based position which may be performed anywhere in the United States except for within the state of Colorado.****Job:** Product Development**Location:** US-TX,Texas-Frisco**Other Locations:** US-TX,Texas-Houston, US-TX,Texas-Austin, United States, US-TX,Texas-Irving**Job Type:** Regular Employee Hire**Organization:** Oracle"