Machine Learning Engineer
vor 2 Monaten
About This OpportunityH2O.ai is at the forefront of the rapidly evolving MLOps landscape.
We're leveraging MLOps to transform machine learning models from isolated, engineer-specific tools into robust, cloud-native services that are scalable and consistently available.
Our approach is firmly rooted in Kubernetes, positioning our team at the cutting edge of cloud solutions.We are seeking a highly skilled and motivated Machine Learning Engineer to join our team in Australia.
The successful candidate will have a strong background in machine learning and software engineering, with experience in developing and deploying machine learning models in real-world applications.
The ideal candidate will have a passion for working with data, a strong understanding of machine learning algorithms and techniques, cloud technology and the ability to communicate complex technical concepts to stakeholders.What You Will DoDeliver technical professional services to the customer.Work closely with H2O Data Scientists in advising and developing end to end machine learning solutions (from a data engineering perspective) for the customer requirements.Integrate H2O products with customer data sources for model training.Integrate machine learning models/pipelines (python and mojo scoring pipelines) with customer systems for scoring (real-time/batch) as well as model monitoring and operations.Implement end to end ML data flow pipelines that help streamline data science solutions to a business problem.Implement AI driven applications using the open source H2O Wave SDK.Provide/gather customer feedback to work with the H2O.ai Engineering team to enhance our products for needed features.Ensure the scalability, reliability, and performance of deployed models by implementing appropriate monitoring, testing, and debugging processes.Work on GenAI tools - LLMs, Fine tuning engines, RAG, create GenAI Apps.Your additional responsibilities include:Be the trusted solutions advisor for our customers and partners.Communicate effectively with a diverse audience of internal and external stakeholders consisting of: Engineers, business people, partners, executives.Translate business cases and requirements into value-based technical solutions through the architecture of machine learning workflows and systems from data ingestion to model deployment.What We Are Looking ForBachelor's or a higher education degree in Computer Science/Engineering, data science, statistics or related field.Data Engineering SkillsExperience building data pipelines, ETL data sets, preferably on 'Big Data'.Excellent understanding and experience with big data tools like Hadoop and Spark.Excellent knowledge of SQL query language and working with relational databases.Understanding of various NoSQL database types and their application scenarios.Experience in Spark/Kafka and Hadoop ecosystem.Programming Languages/FrameworksProficient in Python or R for data science.
Java, Bash scripting, Scala, Go are a plus.Experience with writing REST API using microservices frameworks in Python or Java.Experience with dockerization of services (i.e.
creating docker images).Understanding of Kubernetes based application development.Data Science skillsExperience of visualizing and presenting (EDA) to stakeholders using H2O Wave (plus), or other standard data visualization libraries in the Python and R stacks or using Tableau/PowerBi.Experience with post production model monitoring tools like H2O ML Ops (plus) MLFlow etc.Understanding of using a variety of machine learning techniques (supervised/unsupervised, clustering, decision tree learning, neural networks, etc.)
and their real-world advantages/drawbacks/tuning techniques.Understanding of using advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.)
for practical applications.Additional RequirementsExperience of working in a customer-facing environment, providing technical services.Excellent communication skills (proficient in spoken and written English).
Additional languages are a plus.Amicable attitude.
Aptitude to independently investigate and find solutions to technical problems; urge to learn/master new technologies.
Maker mindset.How to Stand Out From the CrowdExperience with big data technologies such as Hadoop, Spark, or NoSQL databases.Familiarity with DevOps practices and tools such as Git, Jenkins, ArgoCD.Knowledge of data privacy and security principles.Experience with natural language processing or computer vision tasks.Experience with model interpretability techniques such as feature importance, partial dependence plots, or SHAP values.Experience with IaC technologies such as Terraform, AWS Cloud Formation.Experience with containerization technologies such as Kubernetes, Docker.Experience of debugging/troubleshooting containerized workloads and familiarity with tools such as kubectl, helm etc.Why H2O.ai?Market leader in total rewards.Remote-friendly culture.Flexible working environment.Be part of a world-class team.Career growth.H2O.ai is committed to creating a diverse and inclusive culture.
All qualified applicants will receive consideration for employment without regard to their race, ethnicity, religion, gender, sexual orientation, age, disability status or any other legally protected basis.H2O.ai is an innovative AI cloud platform company, leading the mission to democratize AI for everyone.
Thousands of organizations from all over the world have used our cutting-edge technology across a variety of industries.
We've made it easy for people at all levels to generate breakthrough solutions to complex business problems and advance the discovery of new ideas and revenue streams.
We push the boundaries of what is possible with artificial intelligence.H2O.ai employs the world's top Kaggle Grandmasters, the community of best-in-the-world machine learning practitioners and data scientists.
A strong AI for Good ethos and responsible AI drive the company's purpose.Please visit
www.H2O.ai
to learn more.
#J-18808-Ljbffr
-
Machine Learning Engineer
vor 2 Monaten
Sydney, Österreich H2O.Ai VollzeitAbout This OpportunityH2O.ai is at the forefront of the rapidly evolving MLOps landscape.We're leveraging MLOps to transform machine learning models from isolated, engineer-specific tools into robust, cloud-native services that are scalable and consistently available.Our approach is firmly rooted in Kubernetes, positioning our team at the cutting edge of...
-
Machine Learning Engineer
vor 2 Monaten
Sydney, Österreich H2O.Ai VollzeitAbout This OpportunityH2O.ai is at the forefront of the rapidly evolving MLOps landscape. We're leveraging MLOps to transform machine learning models from isolated, engineer-specific tools into robust, cloud-native services that are scalable and consistently available. Our approach is firmly rooted in Kubernetes, positioning our team at the cutting edge of...
-
Machine Learning Engineer
vor 2 Monaten
Sydney, Österreich H2O.Ai VollzeitAbout This OpportunityH2O.ai is at the forefront of the rapidly evolving MLOps landscape. We're leveraging MLOps to transform machine learning models from isolated, engineer-specific tools into robust, cloud-native services that are scalable and consistently available. Our approach is firmly rooted in Kubernetes, positioning our team at the cutting edge of...
-
Machine Learning Engineer
vor 2 Monaten
Sydney, Österreich H2O.Ai VollzeitAbout This Opportunity H2O.ai is at the forefront of the rapidly evolving MLOps landscape. We're leveraging MLOps to transform machine learning models from isolated, engineer-specific tools into robust, cloud-native services that are scalable and consistently available. Our approach is firmly rooted in Kubernetes, positioning our team at the cutting edge of...
-
Machine Learning Engineer
vor 2 Monaten
Sydney, Österreich FIS VollzeitThis is a Machine Learning Engineer role with one of the leading companies in AU right now 🔥 -- FIS -- with an amazing team. They are continuing to grow rapidly. This is the chance to join right as the 🚀 takes off.More About the Role at FIS 🧐🧐**About the role** FIS is seeking an experienced and dynamic MLOps engineer, who will be a subject...
-
Machine Learning Engineer
vor 1 Monat
Sydney, Österreich Experis VollzeitWe are seeking an experienced and dynamic MLOps Engineer who will be a subject matter expert in the development of a cloud-based solution/product. You will have at least 3 years of experience in Machine Learning & MLOps and proven experience in deploying models on Azure Cloud. A Master's degree in Data Science or Machine Learning and experience in the...
-
Machine Learning Engineer
vor 1 Monat
Sydney, Österreich Experis Manpowergroup Sp. Z O.O. VollzeitWe are seeking an experienced and dynamic MLOps Engineer who will be a subject matter expert in the development of a cloud-based solution/product. You will have at least 3 years of experience in Machine Learning & MLOps and proven experience in deploying models on Azure Cloud. A Master's degree in Data Science or Machine Learning and experience in the...
-
Machine Learning Engineer
vor 2 Monaten
Sydney, Österreich Igreendata VollzeitEngineering - Software (Information & Communication Technology)Full timeiGreenData - A Synechron company is a next-generation technology company focusing on Cloud, Data, and Digital first solutions that are changing how technology provides value to businesses, empowering organizations to take advantage of the scalability, reliability, and improved...
-
Machine Learning Engineer
vor 1 Monat
Sydney, Österreich Igreendata VollzeitEngineering - Software (Information & Communication Technology) Full time iGreenData - A Synechron company is a next-generation technology company focusing on Cloud, Data, and Digital first solutions that are changing how technology provides value to businesses, empowering organizations to take advantage of the scalability, reliability, and improved...
-
Machine Learning Engineer Intern
vor 3 Wochen
Sydney, Österreich University Of New South Wales VollzeitEquifax is where you can power your possible.If you want to achieve your true potential, chart new paths, develop new skills, collaborate with bright minds, and make a meaningful impact, we want to hear from you.As a global data, analytics, and technology company, we play an essential role in the economy by helping companies in diverse industries make...
-
Senior Machine Learning/Mlops Engineer
vor 2 Monaten
Sydney, Österreich Anduril Industries, Inc. VollzeitAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's...
-
Senior Machine Learning/Mlops Engineer
vor 2 Monaten
Sydney, Österreich Tideri Jobbörse VollzeitAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology.By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold.Anduril's family...
-
Senior Machine Learning/Mlops Engineer
vor 2 Monaten
Sydney, Österreich Bluewing Ventures, Llc. VollzeitAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's...
-
Machine Learning Engineer
vor 3 Wochen
Sydney, Österreich Mygwork VollzeitThis job is with FIS, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community.Please do not contact the recruiter directly. Position Type : Full time Type Of Hire : Experienced (relevant combo of work and education) Travel Percentage : 0%Are you curious, motivated, and forward-thinking?At FIS you'll...
-
H2O.Ai | Machine Learning Engineer | Sydney
vor 3 Wochen
Sydney, Österreich Tideri Jobbörse VollzeitAbout This OpportunityH2O.ai is at the forefront of the rapidly evolving MLOps landscape.We're leveraging MLOps to transform machine learning models from isolated, engineer-specific tools into robust, cloud-native services that are scalable and consistently available.Our approach is firmly rooted in Kubernetes, positioning our team at the cutting edge of...
-
Machine Learning Platform Engineer
vor 4 Wochen
Sydney, Österreich Buscojobs VollzeitThis job offer is not available in your country.Technology - Data Scientist, Technology - EngineeringJoin a newly established team designing, building and operating Machine Learning solutions in our Banking and Financial services group.This team is pivotal in our journey to empower Macquarie's data science and machine learning capability at scale using...
-
Machine Learning Platform Engineer
vor 2 Monaten
Sydney, Österreich Macquarie Bank Limited VollzeitTechnology - Data Scientist, Technology - Engineering Join a newly established team designing, building and operating Machine Learning solutions in our Banking and Financial services group. This team is pivotal in our journey to empower Macquarie's data science and machine learning capability at scale using cutting edge cloud technology. At Macquarie, our...
-
Machine Learning Platform Engineer
vor 2 Monaten
Sydney, Österreich Tideri Jobbörse VollzeitTechnology - Data Scientist, Technology - EngineeringJoin a newly established team designing, building and operating Machine Learning solutions in our Banking and Financial services group.This team is pivotal in our journey to empower Macquarie's data science and machine learning capability at scale using cutting edge cloud technology.At Macquarie, our...
-
Machine Learning Platform Engineer
vor 2 Monaten
Sydney, Österreich Macquarie Bank Limited VollzeitTechnology - Data Scientist, Technology - Engineering Join a newly established team designing, building and operating Machine Learning solutions in our Banking and Financial services group.This team is pivotal in our journey to empower Macquarie's data science and machine learning capability at scale using cutting edge cloud technology. At Macquarie, our...
-
Senior Machine Learning Engineer In Sydney
vor 2 Monaten
Sydney, Österreich Wisetech Global Limited VollzeitAre you passionate about machine learning and want to make a real-world impact?We are looking for a Senior Machine Learning Engineer to join our dynamic Data Science team.You will have the opportunity to apply your expertise to solve challenging logistics problems by implementing innovative, advanced approaches.As a key player of our growing team, you will...
