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Machine Learning Engineer
6 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
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Machine Learning Engineer
1 week ago
REA Group Sydney, Australia Full timeJoin a growing machine learning and data science team · Sustainability - We are certified carbon neutral and committed to reducing our impact on the environment. · Charities – We have long-term partnerships with charities working to address homelessness. · We're REA · REA Group ...
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Machine Learning Engineer
4 days ago
Correlate Resources Sydney, Australia Full timeJoin a fantastic team within a challenging environment, having access to cutting edge technology and continue career development and growth. · REMOTE ROLES AUSTRALIA WIDE · HIGH PERFORMING MACHINE LEARNING TEAM · BOTH PERMANENT & CONTRACT ROLES AVAILABLE · Full Job Description ...
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Machine Learning Engineer
6 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
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Machine Learning Engineer
4 days ago
REA Group Sydney, AustraliaJoin a growing machine learning and data science team · Sustainability - We are certified carbon neutral and committed to reducing our impact on the environment. · Charities – We have long-term partnerships with charities working to address homelessness. · We're REA · REA G ...
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Machine Learning Engineer
1 week ago
Mathspace Sydney, Australia Full timeMathspace is on a mission to change maths education, by helping students and teachers with smarter, interactive learning software. · We're an agile run, product-orientated company that focuses on delivering value through continual customer feedback, enabling students and teachers ...
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Machine Learning Engineer
1 week ago
IMC Financial Markets Sydney, Australia Full timeJOB DESCRIPTION · You will work as part of an established and growing research team, and support in the productionisation of large/complex models for maximum trading impact. You'll closely collaborate with researchers, hardware and software engineers, and leverage your knowledge ...
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Machine Learning Engineer
6 days ago
Mantel Group Pty Ltd Haymarket, Australia Full timeView and apply for current opportunities belowChanging how the world · works for thebetter.#J-18808-Ljbffr ...
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Machine Learning Engineer
1 week ago
IMC Financial Markets Sydney, Australia Full timeJOB DESCRIPTION · You will work as part of an established and growing research team, and help to develop frameworks that will be used to train large models on a distributed cluster. You'll closely collaborate with researchers, platform and software engineers, and leverage your kn ...
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Senior Machine Learning Engineer
6 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
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Director, Machine Learning Engineering
6 days ago
Bain & Company Inc Sydney, Australia Full timeWHAT MAKES US A GREAT PLACE TO WORK · We are proud to be consistently recognized as one of the world's best places to work, a champion of diversity and a model of social responsibility. We are a Glassdoor Best Place to Work and we have maintained a spot in the top four since its ...
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Senior Machine Learning Engineer
1 week ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
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Graduate Machine Learning Engineer
4 days ago
Canva Sydney, Australia Full timeJoin the team redefining how the world experiences design. · Hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte · Learning lots about graduate programs and they're all starting to sound the same? Good thing you're reading this. · Launchpad is for career starters looking to lay ...
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Staff Machine Learning Engineer
1 week ago
Canva Sydney, Australia Full timeJoin the team redefining how the world experiences design. · Hey, g'day, mabuhay, kia ora,你好, hallo, vítejte · 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. ...
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Senior Machine Learning Engineer
1 week ago
Canva Sydney, Australia Full timeJoin the team redefining how the world experiences design. · Hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte 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. · W ...
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Senior Machine Learning Engineer
6 days ago
Canva Sydney, Australia Full timeJoin the team redefining how the world experiences design. · Hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte · 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. ...
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Senior Machine Learning Engineer
1 week ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
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Senior Machine Learning Engineer
2 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
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Machine Learning Engineering/Developer
6 days ago
Correlate Resources Sydney, Australia Full timeExciting opportunity for machine learning professionals to work on cutting edge projects · Opportunity to Work on cutting edge technology · Lucrative opportunity in an innovative Data Science environment · Machine Learning & Engineering · Machine Learning Engineer/Developer · ...
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Senior Machine Learning Engineer
1 week ago
Woolworths Group Limited Sydney, Australia Full timeSenior Machine Learning Engineer · Permanent role · Surry Hills based with WFH flexibility · Work on a wide range of high impact projects · About us · Woolworths Group is an Australian food and everyday needs retailer employing 1900,000 team members across Asia Pacific, serv ...
Machine Learning Engineer - Sydney, Australia - TikTok
Description
About the teamBe part of TikTok's groundbreaking Data Application Team within the Video Cloud Infrastructure division, where we empower our Live CDN and ultra-edge CDN service teams to revolutionize video on demand and video streaming through data-driven insights and cutting-edge algorithms.
By harnessing the vast log data generated by our CDNs, we develop intelligent tools to optimize performance, minimize costs, and enhance user experiences.
As part of our lean and agile team, you'll have the opportunity to make a significant impact and shape the future of video streaming for billions of users worldwide.
Responsibilities- Identify issues in online services and provide optimization solutions by analyzing massive log data.- Establish metrics systems and attribution paths for services, provide intelligent alerting and attribution tools to help quickly locate problems and give optimization suggestions.- Develop and optimize machine learning models to drive cost savings and quality optimization for services, utilize big data mining and data algorithms to drive cost savings and quality optimization for services.- Integrate data from various parties to provide globally optimal solutions.- Establish common data capabilities and horizontally promote them to related service parties to avoid reinventing the wheel.- Collaborate with cross-functional teams to deploy machine learning models in production environments and monitor their performance.
Minimum Qualifications- Bachelor's degree and above in Statistics, Mathematics, Computer Science, or a related technical discipline.- Solid understanding of machine learning concepts, algorithms, and frameworks (., TensorFlow, PyTorch).- Familiar with statistics, linear algebra, probability theory, common data structures, and machine learning algorithms; understand the applicable scopes of different algorithms.- Understanding at least one of query engines(mysql/hive/spark/presto/clickhouse, & proficiency in SQL.
Preferred Qualifications- 2+ years of industry experience in machine learning/algorithm development and deployment.- Experience with big data processing frameworks (., Hadoop, Spark) and cloud platforms (., AWS, GCP).- Experience with algorithm-related projects in open-source communities.- Understanding of CDN principles and experience in network quality optimization.- Relevant previous work experience in machine learning/algorithm in leading technology companies.- Demonstrates open-mindedness, excellent communication skills, and the ability to thrive in a cross-national collaborative environment while embracing the company culture.
