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Data Engineer

6 months ago

Houston, Texas, United States Aplomb technologies Inc Full time

  • Proficiency with Python or R SQL and familiarity with working in big data environments (2 years minimum)
  • At least 3+ years of experience of deploying machine learning models and frameworks in production
  • At least 5 years of experience witho Experiences in both Supervised and Unsupervised machine learning models (Regressions Gradient Boosted methods SVMs Random Forests Clustering)o Familiar with python packages such as Pandas SkLearn Numpy etco Time Series Analysis (ARIMA SARIMAX MA)o Deep learning (CNN RNN LSTM) and framework library (e.g. Keras TensorFlow PyTorch) and Graph Neural Networkso End to end machine learning lifecycle experience including feature engineering model building model versioning evaluation and hypothesis testing.
  • At least 3 years of experience witho Cloud computing platforms such as AWS Azure (preferably AWS)o Containerization and orchestration technologies such as Docker and Kubernetes.o Standard concepts and technologies used in CI/CD build and deployment pipelines.
  • At least 2 years of experience in distributed computing frameworks such as Spark or Pyspark is desirable.