Machine Learning Operations Developer
vor 4 Wochen
Developers/Programmers (Information & Communication Technology)Full timeSantos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste and the United States.At Santos, our goal is to be a global leader in the energy evolution to low-carbon fuels that help the world decarbonise and continue to provide the reliable, affordable energy the world needs for modern life and human progress.About the RoleBased at our global headquarters in Adelaide, we are seeking a skilled Machine Learning Operations Developer to join our team and play a key role in streamlining the deployment, monitoring, and management of machine learning (ML) models across the organisation. In this role, you will work at the intersection of data science, development, and operations to ensure that ML models are deployed efficiently, maintained with high reliability, and continuously optimized for performance.You will be responsible for automating and optimizing the ML lifecycle from data pipelines and model training to deployment and monitoring, ensuring the scalability, availability, and performance of ML systems in production environments.Key accountabilities include:Develop and maintain the infrastructure needed to support the development, deployment, and scalability of machine learning models in production environments.Automate the entire ML workflow, including model training, testing, deployment, monitoring, and versioning, to streamline operations and reduce manual intervention.Continuously monitor the performance of ML models in production, ensuring they meet accuracy, efficiency, and scalability requirements.Work closely with data scientists and engineers to implement best practices for model versioning, reproducibility, and automation strategies.Design and implement efficient data pipelines that support data preprocessing, feature engineering, and model training processes.Ensure proper governance of ML models by tracking, versioning, and logging model changes for compliance, auditing, and reproducibility.Continuously optimize the performance of ML models by fine-tuning algorithms, adjusting parameters, and leveraging scalable cloud architectures.Collaborate with cloud platform teams to manage, deploy, and scale ML models using cloud services such as AWS, Azure, or GCP.Keep up to date with the latest MLOps tools and practices, implementing new technologies and strategies to improve automation, deployment, and monitoring processes.About YouYou will be an experienced professional with a strong background in Machine Learning Operations (MLOps), DevOps, or a related field. You will have hands-on experience deploying and managing machine learning models in production environments, alongside a proven track record in building and maintaining CI/CD pipelines for ML models using tools such as Azure DevOps, GitLab, or similar platforms. You will possess expertise in developing and managing data pipelines and infrastructure to support machine learning model training and deployment. Familiarity with cloud platforms such as AWS, Azure, and GCP, and experience deploying ML models via services like SageMaker, Azure ML, or GCP AI Platform is essential. Strong programming skills in Python and Shell scripting, along with experience in machine learning libraries like TensorFlow, PyTorch, and scikit-learn, is a must. You should also be adept in model governance, ensuring model versioning, tracking, and reproducibility for compliance and auditing purposes. A solid understanding of database management (SQL and NoSQL), along with experience working on data pipelines for training, inference, and real-time data processing, is key to success in this role.Ideally, you will be degree qualified in Computer Science, Machine Learning, Data Science, or a related field. Certifications in DevOps or cloud platforms (e.g., AWS Certified DevOps Engineer, Google Cloud Certified – Professional Data Engineer) are highly desirable.How to ApplyApplications must be submitted via the online recruitment system before COB Monday the 23rd of December 2024.A requirement of this role is that you will need to have in place the legal work rights for Australia to apply.
#J-18808-Ljbffr
-
Machine Learning Operations Developer
vor 4 Wochen
Adelaide, Österreich Santos VollzeitDevelopers/Programmers (Information & Communication Technology)Full timeSantos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste and the United States.At Santos, our goal is to be a global leader in the energy...
-
Machine Learning Operations Developer
vor 1 Woche
Adelaide, Österreich Santos Limited VollzeitLocation:Ref#:484196Description & RequirementsAbout Us Santos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste, and the United States.Our goal is to be a global leader in the energy evolution to low-carbon...
-
Machine Learning Operations Developer
vor 1 Woche
Adelaide, Österreich Santos Limited VollzeitLocation:Ref#:484196Description & RequirementsAbout UsSantos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste, and the United States.Our goal is to be a global leader in the energy evolution to low-carbon fuels...
-
Santos | Machine Learning Operations Developer
vor 3 Wochen
Adelaide, Österreich Tideri Jobbörse VollzeitDevelopers/Programmers (Information & Communication Technology) Full time Santos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste and the United States.At Santos, our goal is to be a global leader in the energy...
-
Adelaide, Österreich Tideri Jobbörse VollzeitLocation: Ref#: 484196 Description & Requirements About Us Santos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste, and the United States.Our goal is to be a global leader in the energy evolution to low-carbon...
-
Threat Analyst Ii
vor 1 Woche
Adelaide, Österreich CrowdStrike VollzeitAs a global leader in cybersecurity, CrowdStrike protects the people, processes and technologies that drive modern organizations.Since 2011, our mission hasn't changed — we're here to stop breaches, and we've redefined modern security with the world's most advanced AI-native platform.Our customers span all industries, and they count on CrowdStrike to keep...
-
Threat Analyst Ii
vor 1 Woche
Adelaide, Österreich CrowdStrike VollzeitAs a global leader in cybersecurity, CrowdStrike protects the people, processes and technologies that drive modern organizations. Since 2011, our mission hasn't changed — we're here to stop breaches, and we've redefined modern security with the world's most advanced AI-native platform. Our customers span all industries, and they count on CrowdStrike to...
-
Senior Machine Learning Engineer
Vor 2 Tagen
Adelaide, Österreich Canva VollzeitJoin the team redefining how the world experiences design.Thanks for stopping by.We know job hunting can be a little time consuming and you're probably keen to find out what's on offer, so we'll get straight to the point.Where and how you can workOur flagship campus is in Sydney.We also have a campus in Melbourne and co-working spaces in Brisbane, Perth and...
-
This Is An It Support Group | Threat Analyst Ii
Vor 5 Tagen
Adelaide, Österreich Tideri Jobbörse VollzeitAs a global leader in cybersecurity, CrowdStrike protects the people, processes and technologies that drive modern organizations.Since 2011, our mission hasn't changed — we're here to stop breaches, and we've redefined modern security with the world's most advanced AI-native platform.Our customers span all industries, and they count on CrowdStrike to keep...
-
Ai Developer
vor 4 Wochen
Adelaide, Österreich Santos VollzeitDevelopers/Programmers (Information & Communication Technology)Full timeSantos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste and the United States.About the RoleBased at our global headquarters in Adelaide,...
-
Ai Developer
vor 2 Wochen
Adelaide, Österreich Santos VollzeitDevelopers/Programmers (Information & Communication Technology)Full timeSantos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste and the United States.About the Role Based at our global headquarters in Adelaide,...
-
Santos | Ai Developer
vor 3 Wochen
Adelaide, Österreich Tideri Jobbörse VollzeitDevelopers/Programmers (Information & Communication Technology) Full time Santos provides reliable, affordable energy for progress and seeks to provide lower carbon energy over time.Santos is a global energy company with operations across Australia, Papua New Guinea, Timor-Leste and the United States.About the Role Based at our global headquarters in...
-
Machine Operator
vor 11 Stunden
Adelaide, Österreich WorkPac VollzeitJob details Machine Operator/ Process worker WorkPac are seeking reliable and motivated Machine Operators to join our team in Adelaide.This role involves a variety of tasks including machine operation, packing, sorting, and cleaning duties.The position features rotating shifts, offering a dynamic work environment.Position/Role Description : Operate machinery...
-
Machine Operators
Vor 2 Tagen
Adelaide, Österreich Randstad Education Australia VollzeitAre you looking to start a career as a Machine Operator/Production worker?This is an opportunity to join a great team based in the Winsor Gardens area.Our client is a market leader in food manufacturing providing high quality food products to domestic and overseas customers.The Role: Independently operating food processing machineryEnsuring product quality...
-
Machine Operators
Vor 2 Tagen
Adelaide, Österreich Randstad Education Australia VollzeitAre you looking to start a career as a Machine Operator/Production worker?This is an opportunity to join a great team based in the Winsor Gardens area.Our client is a market leader in food manufacturing providing high quality food products to domestic and overseas customers.The Role: Independently operating food processing machineryEnsuring product quality...
-
Machine Operator
vor 1 Monat
Adelaide, Österreich Inghams Enterprises VollzeitMachine Operators (Manufacturing, Transport & Logistics)Full timeYour opportunity to join our team Based at Wingfield and reporting to the Site Manager, the role of Machine Operator is an integral part of our daily site operations.As the new Machine Operator, you will be someone who is self-motivated and requires minimal supervision, with the capability and...
-
Staff Machine Learning Engineer
Vor 7 Tagen
Adelaide, Österreich Canva VollzeitPlease note this role is open to candidates willing to relocate to Australia or New Zealand Join the team redefining how the world experiences design. Thanks for stopping by.We know job hunting can be a little time-consuming and you're probably keen to find out what's on offer, so we'll get straight to the point. Where and how you can work Our flagship...
-
Teacher - Early Childhood - Goodstart Early Learning
vor 2 Wochen
Adelaide, Österreich Goodstart Early Learning VollzeitRole: Practice Partner Location: Adelaide,South Australia (Kaurna land) Employment Type: 12mth Fixed Term, Fulltime – commencing Feb 2025 Goodstart Early Learning is currently seeking a dedicated Practice Partner, you will be a critical enablers of the State's practice uplift goals, providing coaching and advice on all matters pertaining to quality...
-
Printing Offsider
vor 1 Woche
Adelaide, Österreich Randstad Australia VollzeitRandstad are seeking printing offsiders to join our client in Lonsdale and their expanding team. Successful candidates will be required to work across a rotating roster across day, afternoon & night shift on a fortnightly basis.Beginning as casual roles, there is opportunity for successful candidates to transition to full time permanent roles.Key...
-
Adelaide, Österreich Goodstart Early Learning VollzeitCompany description: The Federal Government's 10% wage boost is here!* Use your experience in early learning and work alongside our Centre Director to support our centre and team * Competitive pay at least 7% above award + a range of benefits including childcare discount + salary packaging available * Work for Australia's largest early learning...
