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Machine learning ops engineer

Wien
Journi GmbH
Inserat online seit: Veröffentlicht vor 12 Std.
Beschreibung

WHO ARE WE LOOKING FOR?At Journi, a creative tech company and Austria's most innovative start-up of 2024, we’re building the world’s #1 most-downloaded printing app. Our app empowers customers to effortlessly create beautiful photo books and other print products. Using AI technology, we automatically create personalized designs based on the content our users want to print. Be part of a team of highly motivated and like-minded individuals who you can learn from—and who are excited to learn from you too!We’re on the lookout for an enthusiastic ML / ML Ops Engineer who will play a critical role in the entire ML lifecycle — from data collection and preprocessing to infrastructure management and full-stack deployment!WHAT YOU'LL DOEnhance the user experience with AI-powered features in the number 1 printing app in the world, which enables our customers to create personalized print products with minimal effortDesign and implement data pipelines to collect, clean, and preprocess structured and unstructured dataBuild and maintain cloud-based ML infrastructureImprove and tune the existing model prototypesOptimize machine learning models for mobile hardware constraintsConvert models to appropriate formats (ONNX, CoreML, etc.) based on deployment targetsDeploy models as APIs, services, or embedded modules into the backendCollaborate with backend and frontend developers to ensure seamless integrationImplement monitoring and feedback loops for deployed modelsYOUR BAG OF TRICKS3+ years of experience as an ML Engineer / AI Engineer / ML Ops Engineer / Data Scientist / another role with similar responsibilitiesBachelor’s or Master’s degree in Computer Science, Mathematics, or a related fieldStrong Python programming skills and ability to investigate & debug issues with models running on backend (JVM) or mobile platforms (Swift/Kotlin)Knowledge of model compression and quantization techniquesExperience deploying ML models on mobile platforms and/or webProficient in containerization with DockerExperience with cloud platforms and cloud compute resources management (especially AWS EC2 or GCP Compute Engine)Strong problem-solving skills and the ability to work cross-functionallyNICE TO HAVE (BUT NOT REQUIRED!)Familiarity with genetic algorithms and methods of their optimizationFamiliarity with reinforcement learning algorithmsFamiliarity with frontend (mobile and/or web) integrationExperience with training the models for the classical computer vision problems like image classification, object detection, image denoising, or saliency detectionWHAT WE OFFERA happy team makes for a happy workplace. We wouldn’t be able to do what we are doing without our team, and that’s why we offer:A fair annual gross salary in accordance with the Collective Agreement, starting at EUR 65.000. Our final offer depends on your experience and qualifications amongst other factors.Plus, a bunch of awesome social benefits, such as:Vacation goals: 25 days off per year, plus 1 extra day for every year you stick around (up to 5 extra days!)A space to thrive: a fun, bright and award-winning office built by the Journi Team, complete with ping-pong and foosball tables to blow off steamWork your way: enjoy a hybrid working model with 40% home office days and flexible hours (core hours: 10am-4pm Mo-Th; and 10am-2pm Fri)Seamless relocation: get relocation and visa support if you are a non-EU citizen with a finished Computer Science degreeLunch on us: we offer various lunch optionsGo places: we reimburse your public transport card for Vienna €365 yearlyPlan for tomorrow: additional €300 yearly towards your private pension fundTeam first: join our yearly team-building Journi to exciting destinationsMac your life easier: with a company MacBook, also available for personal useRefresh and recharge: in-house yoga sessions every two weeksStay healthy: regular in-house health check with HaelsiUnlock language skills: with a premium Busuu App membershipProfessional development: Access to resources, courses, and learning programs to help you excel in your roleBoost your German: weekly in-house lessons in small groupsFuel your day: fruits, cereals, yogurt, and milk variations — on the houseBrew up productivity: Italian-style coffee and teas in our coffee kitchenSpecial treatment: enjoy a premium membership on all Journi productsWhat to Expect After You ApplyIntro Call with the People & Culture Team (30 min)Technical ChallengeTechnical interview with the ML team (1 h)Final Interview with the Leadership Team (1 h)We’d love to hear from you - please include your CV and cover letter with your application!About usWe are proud to promote inclusion and diversity at Journi - no matter what race, nationality, gender, religion or sexual orientation - there is always a space for exceptional individuals in our team.At Journi, our mission is to build the most customer-centric way to hold onto your memories. We leverage the power of massive amounts of data and modern AI to enable people to print their memories as easily as taking pictures using the Journi Print app. The smart algorithm in the Journi apps processes 1,000 photos within less than 30 seconds to find the perfect photo layout. You capture the moments and we enable you to convert these into beautiful print products within seconds. We believe in innovation, collaboration and a future where digital and print go hand in hand to preserve lasting memories.We want to become the leading destination to share and print your moments. We have already inspired more than 5 million users around the globe and established Journi as a key player in a booming market, however, we have only scratched the surface of our potential.We are a startup and the creators of the most successful photo and print apps on the market. The Journi apps are downloaded and used by millions of users worldwide. We have been featured by Apple and Google over 20k times and have been covered by Forbes, the L.A. Times, TNW, Techcrunch and many more.At Journi, we look for exceptionally motivated people to become a member of our innovative team of 60+ people from all around the world. People who are passionate about solving challenges and making decisions that impact the success of the company. If you think this could be you, why not send us your application? ;)
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