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Senior Machine Learning Engineer
Kensho, Cambridge, MA
GLOBAL ANALYTICS TECHNOLOGY THAT BRINGS TRANSPARENCY TO COMPLEX SYSTEMS
What You’ll Do
- You will conduct original research on large proprietary and open source data sets
- Identify, research, prototype, and build predictive products
- You will build cutting-edge models for understanding vast amounts of textual data
- Write production code
- You will write tests to ensure the robustness and reliability of your productionized models
- You will work closely with software engineers to build incredible systems
Technologies You’ll Use
- Python and specifically NumPy, SciPy, Pandas, SciKit-learn
- Neural network packages like TensorFlow/Keras and pytorch
- ML packages like LightGBM and XGBoost
- OpenFST
- Elasticsearch
Required Skills, Knowledge & Experience
- You have 5+ years of experience being a major machine learning contributor at a top company, hedge fund, or university
- You have at least one core programming expertise, such as Python (NumPy, SciPy, Pandas), MATLAB, or R
- You have experience with advanced machine learning methods
- You possess strong statistical knowledge, intuition, and experience modeling real data
- You demonstrate effective coding, documentation, and communication habits
- You have a strong research acumen and experiment design skills
- You have the ability and credibility to lead a team
- You have a stellar ability to communicate even the most complicated methods and results to a broad, often non-technical audience
- Several of the following terms should hold deep meaning for you: LSTM, lookahead bias, bagging, boosting, stacking, information retrieval, batch norm, entity recognition, bootstrapping, Glorot initialization, Kullback-Leibler divergence, GLOVE, SMAPE, HMM, MAP, exponential family, VC dimension, EM, L1, TD(Lambda)
How to Really Get Our Attention
- Your GitHub/Kaggle profile shows a project or problems you’ve tackled
- You have relevant research or publications
- You are a specialist in deep learning in an academic setting or production-grade machine learning
About Kensho
Kensho is a Data Analytics and Machine Intelligence Company Kensho deploys scalable machine learning and analytics systems across the most critical government and commercial institutions in the world to solve some of the hardest analytical problems of our time.
Want to learn more about Kensho? Visit Kensho's website.
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