Machine Learning Operations Lead

4 weeks ago

Singapore Singtel Group Full time

Are you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in ensuring the models are running efficiently, and take pride that no edge cases can derail your setup. You love building connectors to standardise highly stackable services, and desire to attain self-learning artificial intelligence. If this resonates well with you, bring along your Git library and development machine when we have a chat.

 

What will you do?

  • Develop engineering solution to run production level machine learning and data-driven initiatives.
  • Manage and monitor full lifecycle of ML models in production (e.g. monitor features, model results and performance)
  • Schedule and orchestrating complex ML workflows and pipelines using latest technologies and schedulers. When all else fails, bash is something you script, and not action upon.
  • Optimize the efficiency of machine learning algorithms by applying state-of-the-art technologies to reduce training time and inference latency.
  • Work closely with data scientists, business and IT teams to build platform and framework to enable machine learning and data analytics activities on a large-scale.
  • Continuous innovation and optimization of machine learning workflow, through R&D on new technologies.
  • Establish, implement and maintain best practices and principles of machine learning engineering.

 

What you need to have:

  • Bachelors in Computer Science, Computer Engineering, or in a highly related discipline.
  • Excellent programming skills in at least one object-oriented programming language (Python, Java, C++)
  • Bash, Shell, YAML, Ansible, Git, Maven, Jenkins, Junit, Ctrl-M, K8, Docker all makes sense to you.
  • 2+ years of experience in software engineering or data engineering.
  • Implementation experience in machine learning algorithms and applications.
  • Strong expertise in ML model deployment tooling (including experience with tools for real production deployments, testing, management of package dependency, lineage/audit trails, model versioning), high performance computing and parallel data processing.
  • Passionate about machine learning, new application areas and new tools

 

Nice to have:

  • Experience working on Spark, HiveQL or Optaplanner is a plus.
  • Knowledge in database modelling, big data or data warehousing concepts.
  • Fluency in at least one modern distributed ML frameworks (TensorFlow, PyTorch, Caffe, MLFlow)
  • Exposure in artificial intelligence – machine learning, deep learning, reinforcement learning.
  • Experience working with Singaporean clients, the Singapore government, familiarity with GDPR in Europe, PDPA in Singapore will be an advantage
  • Certification and applied experience in cloud-based analytics platforms such as:
  • Microsoft Azure Analytics
  • Amazon Web Services Analytics
  • Google Cloud Platform Analytics

  • Machine Learning Operations Lead

    2 weeks ago

    Singapore NCS Full time

    Machine Learning Operations Lead:Date:2 May 2024Location: Singapore, SingaporeCompany:Singtel GroupAre you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in...

  • Machine Learning Operations Lead

    2 months ago

    Singapore Singtel Group Full time

    Are you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in ensuring the models are running efficiently, and take pride that no edge cases can derail your...

  • Machine Learning Lead

    4 weeks ago

    Singapore MINDEN INTERNATIONAL PTE. LTD. Full time

    Roles & ResponsibilitiesWho we are:minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast...

  • Machine Learning Lead

    3 months ago

    Singapore MINDEN INTERNATIONAL PTE. LTD. Full time

    Roles & ResponsibilitiesWho we are:minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast...

  • Lead Machine Learning Engineer

    2 weeks ago

    Singapore TENTEN Partners Pte. Ltd. Full time

    Are you a senior machine learning engineer looking to grow your skills while using data to make healthcare more efficient and cost effective?My client is changing the way healthcare services are delivered across Asia by empowering healthcare providers with cutting edge data and analytics products and solutions.Working in an agile, cloud native environment...

  • Machine Learning Operations Engineer

    4 weeks ago

    Singapore NCS PTE. LTD. Full time

    Roles & ResponsibilitiesAre you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in ensuring the models are running efficiently, and take pride that no edge...

  • Machine Learning Operations Engineer

    2 months ago

    Singapore NCS PTE. LTD. Full time

    Roles & ResponsibilitiesAre you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in ensuring the models are running efficiently, and take pride that no edge...

  • Machine Learning Ops

    2 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly...

  • Machine Learning

    4 weeks ago

    Singapore HP Full time

    Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and...

  • Systematic Machine Learning Quant Researcher

    2 months ago

    Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Roles & ResponsibilitiesLeading AI quant fund are looking to hire a machine learning quant researcher onto their systematic team.Role: Conduct quantitative research with PM and other AI quants to develop and back-test different machine learning and statistical models, as well as productionize such models. Combine sound financial insights and machine...

  • Machine Learning

    2 weeks ago

    Singapore HP Full time

    Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and...

  • Machine Learning

    4 weeks ago

    Singapore HP Full time

    Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and...

  • Machine Learning Engineer

    4 weeks ago

    Singapore, Singapore Johnson & Johnson Full time

    Description:At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to...

  • Machine Learning Engineer

    4 weeks ago

    Singapore, Singapore Johnson & Johnson Full time

    At Johnson & Johnson,we believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented, treated, and cured,where treatments are smarter and less invasive, andsolutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the...

  • Machine Learning Engineer

    2 months ago

    Singapore, Singapore Johnson & Johnson Full time

    At Johnson & Johnson,we believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented, treated, and cured,where treatments are smarter and less invasive, andsolutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the...

  • Machine Learning Engineer

    2 months ago

    Singapore, Singapore Johnson & Johnson Full time

    Description:At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to...

  • Machine Learning Engineer

    2 weeks ago

    Singapore JOHNSON & JOHNSON INTERNATIONAL (SINGAPORE) PTE. LTD. Full time

    Roles & ResponsibilitiesAt Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely...

  • Machine Learning Engineer

    2 weeks ago

    Singapore NEWBRIDGE ALLIANCE PTE. LTD. Full time

    Newbridge is partnering with a leading software company to identify a skilled Machine Learning Engineer. Renowned for developing cutting-edge solutions, our client is seeking a talented professional to contribute to their innovative projects. Join us in shaping the future of machine learning in the software industry.Position Overview:Responsibilities:Model...

  • Machine Learning Engineer Intern

    2 weeks ago

    Singapore Neuron Mobility Full time

    CompanyNeuron MobilityDesignationMachine Learning Engineer InternDate Listed28 Apr 2023Job TypeEntry Level / Junior Executive Intern/TSJob PeriodImmediate Start, For At Least 3 MonthsProfessionIT / Information TechnologyIndustryPublic TransportLocation NameSingaporeAllowance / Remuneration$800 - 1,500 monthlyCompany ProfileNeuron is the leading shared...

  • Systematic Machine Learning Quant Researcher

    2 months ago

    Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Roles & ResponsibilitiesLeading AI quant fund are looking to hire a machine learning quant researcher onto their systematic team.Role: Conduct quantitative research with PM and other AI quants to develop and back-test different machine learning and statistical models, as well as productionize such models. Combine sound financial insights and machine...