Machine Learning Operations Engineer

4 weeks ago

Singapore NCS PTE. LTD. Full time
Roles & Responsibilities

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

Tell employers what skills you have

Machine Learning
Git
Airflow
Big Data
Artificial Intelligence
Software Engineering
Python
Docker
Docker Container
Data Analytics

  • Machine Learning Engineer

    1 week 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 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

    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

    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 Operations Lead

    1 week 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 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...

  • Machine Learning Engineer

    2 months ago

    Singapore SUPCON INTERNATIONAL BUSINESS PTE. LTD. Full time

    Roles & Responsibilities• Key Responsibilities:• Research and develop state-of-the-art deep learning models for time-series analysis.• Experiment with and implement cutting-edge techniques in signal processing and machine learning.• Conduct extensive data preprocessing, cleaning, and feature engineering to optimize model input.• Manage the complete...

  • Machine Learning Engineer

    1 week 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

    1 week ago

    Singapore Singapore Technologies Engineering Ltd Full time

    Job ID:Location: Digital Hub, SG- Description:_Job Description Summary_ We are seeking a Data Analyst / Machine Learning Engineer to join our dynamic team. As a Data Analyst / Machine Learning Engineer, you will play a key role in developing and implementing cuttingedge machine learning models and algorithms to solve complex business problems. Your expertise...

  • Machine Learning Engineer

    4 weeks ago

    Singapore EIGEN ENERGY PTE. LTD. Full time

    Roles & ResponsibilitiesEigen Energy is a pioneering, clean energy company committed to revolutionizing the renewable energy landscape. We are dedicated to harnessing cutting-edge technology and innovation to drive sustainable solutions for a greener future. As we continue to expand our team, we are seeking a talented and passionate Machine Learning...

  • Machine Learning Engineer

    4 weeks ago

    Singapore HP PPS ASIA PACIFIC PTE. LTD. Full time

    Roles & ResponsibilitiesJob SummaryThis 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 scalability of...

  • Machine Learning Engineer

    1 week ago

    Singapore U3 Infotech Pte Ltd. Full time

    We are looking for a hands-on machine learning engineer (5-7 yrs) who is passionate about designing, developing, and fielding intelligent solutions that have direct and measurable Product Quality.You will help to identify viable data mining opportunities and then implement end to end analytical solutions.You should possess a broad knowledge of existing...

  • Machine Learning Engineer

    4 weeks ago

    Singapore ARTA TECH PTE. LTD. Full time

    Roles & ResponsibilitiesThe roleArta Finance is on an audacious and incredibly rewarding mission: to pave the way for people everywhere to lead more successful financial lives. We are looking for research engineers to build great technology that drives this mission forward. We value trust, teamwork, and adaptability.As a Machine Learning Engineer at Arta,...

  • Machine Learning Engineer

    1 month ago

    Singapore ARTA TECH PTE. LTD. Full time

    Roles & ResponsibilitiesThe roleArta Finance is on an audacious and incredibly rewarding mission: to pave the way for people everywhere to lead more successful financial lives. We are looking for research engineers to build great technology that drives this mission forward. We value trust, teamwork, and adaptability.As a Machine Learning Engineer at Arta,...

  • Machine Learning Engineer

    1 week ago

    Singapore TikTok Full time

    ResponsibilitiesTikTok 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 UsAt TikTok, our people are humble, intelligent, compassionate and creative. We create to...

  • Machine Learning Engineer

    1 month ago

    Singapore HPE Full time

    Machine Learning EngineerWho We Are:Hewlett Packard Enterprise is a global company pushing boundaries in the tech world. We specialize in connecting, securing, and optimizing data and applications from the edge to the cloud. Our team values diversity and offers a supportive work environment where innovation thrives. If you're eager to grow your career, HPE...

  • Machine Learning Engineer

    4 weeks ago

    Singapore HPE Full time

    Machine Learning EngineerWho We Are:Hewlett Packard Enterprise is a global company pushing boundaries in the tech world. We specialize in connecting, securing, and optimizing data and applications from the edge to the cloud. Our team values diversity and offers a supportive work environment where innovation thrives. If you're eager to grow your career, HPE...

  • Machine Learning Engineer

    1 week ago

    Singapore HPE Full time

    Machine Learning EngineerWho We Are:Hewlett Packard Enterprise is a global company pushing boundaries in the tech world. We specialize in connecting, securing, and optimizing data and applications from the edge to the cloud. Our team values diversity and offers a supportive work environment where innovation thrives. If you're eager to grow your career, HPE...