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Senior MLOps Engineer - RANDSTAD PTE. LIMITED

Senior MLOps Engineer - RANDSTAD PTE. LIMITED

RANDSTAD PTE. LIMITEDD01 Cecil, Marina, People’s Park, Raffles Place, SG
13 days ago
Job description

Roles & Responsibilities

about company

I am currently working with a well known biotechnology research company. Office located in Woodlands - but there's shuttle bus provided from multiple MRT stations.

Salary structure : Base + bonus! Hybrid working arrangement - 2 days WFH. Working hours 8am to 5pm. Can end work early and have more personal time. Might need to take 7am US calls.

about job

  • Create and maintain code, documentation, testing and deployment frameworks, tools and infrastructure, working closely with engineers and domain experts on AI / ML models and pipelines
  • Machine learning model training pipeline, how to manage the data, how to get data into production.
  • Develop environments for building, testing, tracking production AI models and data across data pipelines used in primary and secondary genomic analysis
  • Be a technical expert to develop AI models within a consistent ML environment, automate training and data / model management

Requirements :

  • Bachelors in Computer Science or equivalent experience
  • Min 3 years in machine learning and operations, ideally in a hands-on MLOps role
  • Experience deploying APIs and packages
  • Experience with ML ops platforms (MLFlow, W&B; Kubernetes, Docker, dask, rapids.ai, Ray)
  • Experience with ML frameworks (Tensorflow, keras, Pytorch, xgboost, sklearn)
  • Strong Python coding skills – experience with unit testing, code reviews, version control
  • Or could be DevOps Engineer with ML experience. OR Bioinformatics Engineer with AI / ML ops related experience OR ML Engineer with DevOps experience
  • To apply online please use the 'apply' function, alternatively you may contact Stella at 96554170 (EA : 94C3609 / R1875382)

    Tell employers what skills you have

    TensorFlow

    Machine Learning

    Version Control

    Kubernetes

    Pipelines

    Unit Testing

    XGBoost

    Scripting

    Keras

    Biotechnology

    PyTorch

    Python

    Bioinformatics

    Docker

    Ansible

    Linux

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    Senior Engineer • D01 Cecil, Marina, People’s Park, Raffles Place, SG

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