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Job Summary


Salary
$6,000 - $9,000 SGD / Monthly EST

Job Type
Permanent

Seniority
Senior (≥ 6 yrs)

Years of Experience
At least 8 years

Tech Stacks
TensorFlow
DataRobot
Workbench
Anaconda
R
Cloudera
PyTorch
Keras
SciKit
Hive
Spark
Scala
Hadoop
Python
Java

Job Description


We are looking for an AI Engineer to join our Data Analytics(DA) & Artificial Intelligence(AI) team. You will work with a strong team of AI and Data engineers to solve advanced business problems using the latest data science models and tools.
  • Build AI models in R, Python to address use cases for NLP and Computer Vison
  • Perform statistical analysis and fine-tuning using test results and train and retrain models based on feature store
  • Collaborate with business users, technical teams, and architects to collect data requirements, build feature store, design models, and deploy them to production based on use case
  • Develop detailed documentation including functional and technical design documents, test cases, support documentation, migration and installation steps, release notes, mapping documents etc
  • Work alongside a small team of AI experts to alleviate some of the latest NLP problems using the latest Machine Learning and Deep Learning technologies.
Job Qualifications

  • Bachelor’s degree in Computer Science, Machine Learning, or related field; Master’s degree is a plus
  • Minimum 8 years of working experience in Data and AI domain, primarily focusing on NLP/OCR
  • Experience in Big Data Engineering using tools like Spark, Hadoop, Hive, etc.
  • Experience on AI solutions for computer vision, language / speech, bots, anomaly detection, text search, forecasting, or personalization
  • Experience deploying machine learning models to production using Pytorch, TensorFlow, Scikit Learn, Keras, Anaconda etc.
  • Experience in OCR, Linguistics, ELMo, Bert, Reinforcement Learning, Recurrent Neural Networks, Convolutional Neural Networks
  • Strong programming knowledge in Python, Java, or Scala
  • Production grade implementation experience with Image processing projects
  • Experience in Cloudera Data Science Workbench, DataRobot, and GCP ML stack will be an added advantage

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