Machine Learning Architect

3 weeks ago


Singapore ASTEK SINGAPORE INNOVATION TECHNOLOGY PTE. LTD. Full time
Roles & Responsibilities

Astek is offering a role of ML Architect for our projects based in Singapore.


Responsibilities:

  • Defining the processes, standards, frameworks, prototypes and toolsets in support of AI and ML development, monitoring, testing and operationalization. This includes decisions around leveraging open-source, augmented ML, pretrained ML models or integrated AI PaaS solutions.
  • Establishing operational efficiency in AI initiatives by becoming the liaison with and developing a feedback loop between data science development and business use cases to ensure delivery of business value.
  • Architecting, designing, directing and leading AI and ML solutions that are scalable, fault-tolerant and low-bias and that can be integrated and operationalized using available tools and resources.

Requirements:

  • Minimally 8 years of relevant experience
  • Knowledge ML operationalization and orchestration (MLOps) tools, techniques and platforms. This includes scaling delivery of models managing and governing ML Models and managing and scaling AI platforms
  • Be familiar with ML algorithms, AI use cases and applications. Should have an understanding of, but not expertise in, open-source high-code frameworks like PyTorch or TensorFlow, augmented AI and ML platforms, pretrained ML models and integrated AI PaaS tools.
  • Have experience in designing system that leverages Big Data Processing framework, such as Spark
  • Have experience in designing system that leverages Containerization platform, such as OpenShift or Kubernetes
  • Have knowledge about Machine Learning and Data Science concepts, tools and automation processes.
  • Have experience in defining the processes, standards, frameworks, prototypes and toolsets in support of AI and ML development, monitoring, testing and operationalization.

Tell employers what skills you have

TensorFlow
Machine Learning
PaaS
Leadership
Use cases
Kubernetes
Big Data
Architect
Artificial Intelligence
Spark
PyTorch
Speech Recognition
Python
Containerization
Data Science
Orchestration

  • 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...


  • 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...


  • Singapore Hp R&d Singapore Pte. Ltd. Full time

    Job Summary . This role is responsible for driving a team of machine learning engineers and data scientists, guiding the development of machine learning software. The role collaborates with business stakeholders to understand goals and define machine learning product requirements. The role develops product roadmaps, allocates resources, and sets clear...


  • Singapore HP R&D SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesJob Summary• This role is responsible for driving a team of machine learning engineers and data scientists, guiding the development of machine learning software. The role collaborates with business stakeholders to understand goals and define machine learning product requirements. The role develops product roadmaps, allocates...


  • Singapore Johnson & Johnson Full time

    The APAC Business Technology Team within Janssen Pharmaceuticals is looking for an extraordinary machine learning engineer who is passionate about crafting, developing, and fielding data science solutions that drive impact for HCP (Health Care Professional), patients and for Janssen. There are many ways to explore and analyze data, and this powers the...


  • Singapore Johnson & Johnson Full time

    The APAC Business Technology Team within Janssen Pharmaceuticals is looking for an extraordinary machine learning engineer who is passionate about crafting, developing, and fielding data science solutions that drive impact for HCP (Health Care Professional), patients and for Janssen. There are many ways to explore and analyze data, and this powers the...


  • Singapore Bluesheets Full time

    About the role We are seeking a highly skilled Machine Learning Engineer with expertise in Large Language Model (LLM) training and architecture. The ideal candidate should possess a strong background in natural language processing (NLP), deep learning, and be well-versed in the development and deployment of Specialized Language Models (SLM) and Multimodal...


  • Singapore Bluesheets Full time

    About the role  We are seeking a highly skilled Machine Learning Engineer with expertise in Large Language Model (LLM) training and architecture. The ideal candidate should possess a strong background in natural language processing (NLP), deep learning, and be well-versed in the development and deployment of Specialized Language Models (SLM) and Multimodal...


  • Singapore Technology Services Group Pte. Ltd. Full time

    Leading 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 learning techniques to explore,...


  • 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...


  • Singapore Supcon International Business Pte. Ltd. Full time

    . 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 model lifecycle in a cloud...


  • 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...


  • Singapore Technology Services Group Pte. Ltd. Full time

    Leading 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 learning techniques to explore,...


  • 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 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 weeks ago


    Singapore Minden International Pte. Ltd. Full time

    Who 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 Asia.The way we work:At...


  • Singapore Invigilo Technologies Full time

    Join us in building Artificial Intelligence that saves lives Machine Learning Interns will have the opportunity to train and develop Deep Learning models to solve challenges at high risk work sites.Requirements:1) Proficient in Python2) Familiar with Git3) Undergraduate in Engineering/Computing courses4) Worked on Machine Learning projects...


  • Singapore Invigilo Technologies Full time

    Join us in building Artificial Intelligence that saves lives! Machine Learning Interns will have the opportunity to train and develop Deep Learning models to solve challenges at high risk work sites. Requirements: 1) Proficient in Python2) Familiar with Git3) Undergraduate in Engineering/Computing courses4) Worked on Machine Learning projects...


  • Singapore INNOWAVE TECH PTE. LTD. Full time

    Roles & ResponsibilitiesAbout Innowave TechInnowave Tech is a leading AI solution provider in the semiconductor industry, specializing in developing cutting-edge technologies for innovation and efficiency. Our focus is on leveraging computer vision and large-scale data analytics to meet the complex needs of our clients.Position OverviewWe are looking for a...

  • Software Engineer

    2 days ago


    Singapore SPLORE PTE. LTD. Full time

    Roles & ResponsibilitiesWhat is the role?We are seeking a motivated Machine Learning Engineer with proficiency in Python, ML/DL algorithms and microservice framework. The ideal candidate will have a good understanding in NLP and deep learning with certain exposure to generative models, and familiarity with cloud services. This position offers a unique...