MLOps Integration Engineer

Company: IBM
Location: Durham, North Carolina, United States
Type: Full-time
Posted: 31.AUG.2021
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Summary

IntroductionJoin the team building the future of AI at IBM! On Watson Core, you'll be part of a dedicated group that's creating tools to bri...

Description

IntroductionJoin the team building the future of AI at IBM! On Watson Core, you'll be part of a dedicated group that's creating tools to bring the best practices for building AI across the IBM portfolio.Watson Core is IBM's inner source MLOps (Machine Learning Ops) stack, combining open source and proprietary approaches to define how AI is built for IBM. MLOps is an emerging discipline within machine learning, focusing on building the needed infrastructure to simplify the process of bringing machine learning models to production. Our goal is to scale our stack to be the right choice for the thousands of IBM enterprise customers that are ready to apply AI to their data. We are proud of the state-of-the-art, scalable and performant machine learning infrastructure we have built, and we are now significantly expanding our team!Your Role and ResponsibilitiesAs an MLOps Integration Engineer on Watson Core, you'll work closely with IBM's leading product teams to create the best AI features for their products. You'll become one of our experts on our MLOps stack, and then turn around and teach your best practices to people around IBM. Once you're familiar with the stack, you will lead small integration teams to design and build AI features into IBM products. You'll solve problems around adapting and scaling AI algorithms for a hybrid cloud environment and debug issues at a cloud scale.In your first 6 months, you'll...+ Start contributing to IBM's inner sourced MLOps stack+ Become an expert on using the MLOps stack in product solutions+ Co-create MLOps architectural integrations with product teams+ Design great machine learning experiences in collaboration with our world-class designers+ Contribute to embedding AI across IBM's portfolio of strategic products+ Work with developer advocates who will help lower the time-to-value for the stack+ Mentor new contributors to the stackOur Stack...+ Microservice architecture+ Languages: Go, Python, Java+ ML Frameworks: Tensorflow, PyTorch (among others)+ OpenShift / Kubernetes (including custom resources and operators)+ Contributions back to major open source frameworksWe'd especially love to hear from you if you, like us, have experienced the pain of putting machine learning models in production firsthand, and want to be a part of building better solutions. If you only check half the expertise boxes and are only familiar with some of the languages in our stack, we welcome your application.Our TeamWe care a lot about building an inclusive environment, and seek people who can bring new backgrounds and experiences to the team. IBM is strongly supportive of work-life balance, because we believe rest is necessary to keep doing your best work. Since we are responsible for building technology that we expect all of IBM to rely on, we focus on best collaborative practices in the industry to facilitate innovation. We believe in continually building IBM into the best place it can be, and adapt as needed to make that possible. We're hiring... JOIN US.Keywords...\#beequal #womenintech #blackgirlscode #neurodiversity #InnerSource #OpenSource #DevOps # #ML #MachineLearning #cicd #peerprogramming #pairprogramming #socialcoding #AppConnect #API #NodeJS #Docker #k8s #Python # #pytorchRequired Technical and Professional Expertise+ 3+ years in a professional software engineering environment+ Experience building machine learning in production, or building MLOps systems+ Experience leading cross-organizational projects+ Strong written and verbal communication skills, with the ability to present complex ideas to technical and non-technical team membersPreferred Technical and Professional Expertise+ Experience contributing to open source projects or working in open source-like ecosystems+ Knowledge of machine learning lifecycle+ Knowledge of Docker and Kubernetes+ Experience with agile development practicesAbout 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.Your matters to you when you're looking for your next career challenge?Maybe you want to get involved in work that really changes the world? What about somewhere with incredible and diverse career and development opportunities - where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust - where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible.Impact. Inclusion. Infinite Experiences. Do your best work ever.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 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.

 
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