Job ID : 28505
Location : Houston, TX
Company Name : Aplomb technologies Inc
Job Type : contract
Industry : Information Technology
Salary : $70000 - $100000 per year
No. of Positions : 2-4
Required Skills : Python or R, SQL.
Benefits : Medical Insurance
• 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 with:
o 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 etc
o Time Series Analysis (ARIMA, SARIMAX, MA)
o Deep learning (CNN, RNN, LSTM) and framework library (e.g., Keras, TensorFlow, PyTorch) and Graph Neural Networks
o End to end machine learning lifecycle experience including feature engineering, model building, model versioning, evaluation and hypothesis testing.
• At least 3 years of experience with
o 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.
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