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Senior Machine Learning Engineer with NLP

Company: Amiga Informatics
Location: Warren
Posted on: November 20, 2020

Job Description:

Devise and utilize algorithms and models to mine big data stores, perform data and error analysis to improve models, and clean and validate data for uniformity and accuracy bull Analyse data for trends and patterns, and Interpret data with a clear objective in mind bull Implement analytical models into production by collaborating with software developers and machine learning engineers. Communicate analytic solutions to stakeholders and implement improvements as needed to operational systems. Maintains active relationships with Product Owner to understand business requirements, leads requirements gathering meetings and reviews designs with the product owner bull Owns the backlog and coordinates with other teams as necessary for backlog grooming bull Develops and owns Program Increment list of features Develops and defines application scope and objectives and supervises the preparation of technical andor functional specifications from with programs will be written Performs technical design reviews and code reviews Ensures unit test is completed and meets the test plan requirements, system testing is completed, and system is implemented according to plan Support teams on high priority issues bull Responsible for delivery of application technology solutions and data information planning effort Requirements Bachelorrsquos degree in statistics, applied mathematics, or related discipline bull 7 yearsrsquo experience in data science Proficiency with data mining, mathematics, and statistical analysis bull Advanced pattern recognition and predictive modeling experience Experience with Excel, PowerPoint, Tableau, SQL, and programming languages (i.e., JavaPython, SAS) Knowledge on below is desired bull Machine Learning ndash Supervised -k-NN, Naive Bayes, SVM, Log. R, Decision Tree, Random Forest, Xgboost, GBDT Unsupervised - Kmeans, DBSCAN bull Mathematics - Good Understanding of Linear Algebra and Calculus bull Deep Learning ndash 1. AutoEncoders 2. RNNLSTMGRU - NLPNLU 3. CNN - Computer Vision 4. Transformers 5. Neural Networks 6. Attention bull Statistics and Probability- Bayes Theorem, conditional probability, DependentIndependent Events, Random Variable, Probability Distributions, Statistical Test bull Language- PythonFonduer bull Data Analysis- Matplotlib, Seaborn, SNS, Pandas-profiling, Numpy, Pandas, Opencv bull ML Toolkit - TensorFlow, Keras, PyTorch, sklearn bull Databases- MongoDB, PLSQL

Keywords: Amiga Informatics, Warren , Senior Machine Learning Engineer with NLP, Other , Warren, Ohio

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