NLP Developer
New
United StatesFull-TimeMiddle
Salary not disclosed
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Job Details
- Experience
- 0-4 Years
- Required Skills
- PythonNumpyPyTorchPandasTensorflowDeep Learningscikit-learnNLP
Requirements
- 0-4 years of experience in Natural Language Processing.
- Proficiency in Python 3, including libraries such as NumPy and Pandas.
- Hands-on experience with Scikit-learn, SpaCy 3, TensorFlow 2, and PyTorch 1.5.
- Proven development experience in deep learning models for real-world text and speech problems.
- Experience with product development, preferably in a startup or lean team environment.
- Ability to commit to an accelerated interview process and immediate start.
- Understanding of word embeddings and entity resolution techniques.
- Experience with BERT and attention mechanisms on transformers is preferred.
- Familiarity with functional programming paradigms in Python is a plus.
Responsibilities
- Fetch unstructured data including text, audio, and logs from diverse data sources.
- Prepare data using frameworks such as NLTK, SpaCy, Gensim, and Librosa.
- Develop complex deep learning models using TensorFlow or PyTorch for classification, regression, clustering, and anomaly detection.
- Build and optimize deep neural networks including CNNs, RNNs, MLPs, DBNs, RBMs, and Autoencoders.
- Develop solutions using word vectors, word embeddings, and entity resolution for document processing.
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