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Lead ML Engineer - Speech Recognition - Watson Orders

Company: IBM Computing
Location: Mountain View
Posted on: November 26, 2022

Job Description:

IBM Lead ML Engineer - Speech Recognition - Watson Orders in Mountain View , California IntroductionWatson Orders is a IBM Silicon Valley based technology development group targeting the development of world-class conversational AI. Our mission is to deliver advanced technology solutions that address real-world, data driven needs in a customer-facing the quick service restaurant, environment. We are focused on using state-of-the-art Machine Learning, AI, and related technologies to completely transform the customer experience!Your Role and ResponsibilitiesWe are seeking to hire a Lead ML Engineer in Speech Recognition to join our growing team! This is a hands-on technical role where you will spend most of your time designing and implementing deep-learning-based solutions to speech and audio processing problems in order to deliver improvements to our Conversational AI product. This is balanced with the need to manage applied research to solve novel problems in our domain as well as mentoring other hardworking engineers. We are looking for someone who has extensive experience designing, implementing, training, and deploying speech and audio models that work in the real world. Successful candidates will:Function as a senior ML expert, both guiding other engineers to solve complex algorithmic and architectural challenges as well as rolling their sleeves up to build solutions themselvesLead the development and optimization of our state-of-the-art speech recognition system using large-scale real-world dataCreatively balance the need to deploy and support production ASR models at scale with exploratory research and development, including coordinating with dedicated Research teams in other parts of IBMWork collaboratively with multiple teams to develop and improve pipelines and tooling for continuous training and evaluation of speech modelsRequired Technical and Professional ExpertiseResearch or experience in Machine Learning, Deep Learning, and/or Speech RecognitionExperience working with large production codebases in Python, C++, or similar languagesExperience building ML models using toolkits such as PyTorch, MxNet, Tensorflow, or similarExperience designing and deploying ASR models or systemsPreferred Technical and Professional ExpertiseExperience writing production-quality software in PythonExperience with fully neural-network based approaches to Speech RecognitionExperience with language identification, endpoint detection, or speech activity detection modelsExperience with MLOps or solving ML problems at scaleAbout Business UnitIBM's Cloud and Cognitive software business is committed to bringing the power of IBM's Cloud and Watson/AI technologies to life for our clients and ecosystem partners around the world. IBM provides you with the most comprehensive and consistent approach to development, security and operations across hybrid environments-with complete software solutions for business and IT operations, development, data science, security, and management. Our experts and software capabilities help organizations develop applications once and deploy them anywhere, integrate security across the breadth of their IT estate, and automate operations with management visibility. With IBM, you also have access to new skills and methods, governance and management approaches, and a deep ecosystem of industry experts and partners.This job requires you to provide your COVID-19 vaccination status with supporting documentation, where legally permissible.Your Life @ IBMAre you craving to learn more? Prepared to solve some of the world's most unique challenges? And ready to shape the future for millions of people? If so, then it's time to join us, express your individuality, unleash your curiosity and discover new possibilities.Every IBMer, and potential ones like yourself, has a voice, carves their own path, and uses their expertise to help co-create and add to our story. Together, we have the power to make meaningful change - to alter the fabric of our clients, of society and IBM itself, to create a truly positive impact and make the world work better for everyone.It's time to define your career.About IBMIBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we're also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it's time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.Location StatementIBM offers a wide range of resources for eligible IBMers to thrive both inside and outside of work. In addition to a competitive benefits program consisting of medical and life insurance, retirement plans, and time off, eligible employees may also have access to:*12 weeks of paid parental bonding leave. Family care options are also available to support eligible employees during COVID-19.*World-class training and educational resources on our personalized, AI-driven learning platform. IBM's learning culture supports your restless attitude to grow your skills and build the depth and scale of knowledge needed to achieve your career goals.*Well-being programs to support mental and physical health.*Financial programs that empower you to plan, save, and manage your money (including expert financial counseling, 401(k), IBM stock discount, etc.).*Select educational reimbursement opportunities.*Diverse and inclusive employee resource groups where you can network and connect with IBMers across the globe.*Giving and volunteer programs to benefit charitable organizations and local communities.*Discounts on retail products, services, and experiences.We consider qualified applicants with criminal histories, consistent with applicable law.Being You @ IBMIBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

Keywords: IBM Computing, Mountain View , Lead ML Engineer - Speech Recognition - Watson Orders, Engineering , Mountain View, California

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