FactEntry | Hiring | Data Scientist | Vellore, Tamil Nadu, India | BigDataKB.com | 2022-09-28

Job Location: Vellore, Tamil Nadu, India

Python NLP Engineer – Machine Learning

 

Job Description

With 3+ years experience of in software development in Python, you will be responsible for designing, developing, and unit-testing various modules of our product applications. Experience with common ML frameworks such as PyTorch or Tensorflow – Understanding of the trade-offs between machine learning models on NLP tasks

Skills:

 

  • Python developer – 3+yrs 
  • Elastic Search – 1+yrs 
  • Database โ€“ SQL, MongoDB 3+yrs 
  • AWS or cloud/web hosting – 1+yrs 

Desired Qualification:

 

ยท        Proficient knowledge of programming in Python

ยท        Ability to wrangle both Unstructured and Structured data.

ยท        Work on research problems in information extraction, search and language processing.

ยท        Experience with deep learning frameworks such as PyTorch / TensorFlow / Keras.

  • Comfortable with tools/libraries/APIs such as Hugging Face, flair, OpenAI, etc., and Transformer architectures – BERT, GPT2/3
  • Hands-on experience on a few problems like Named Entity Recognition semantic search, sentiment/text classification, topic modeling, question answering, summarization, information retrieval/extraction, language generation/understanding, chatbots, etc.
  • Experience with text data pre-processing, building pipelines, and parsing of data coming from different sources like PDFs, WebPages, APIs, etc.
  • Extend ML libraries and frameworks to apply in NLP tasks
  • Perform statistical analysis of results and refine models.
  • Proficient understanding of code versioning tools, such as Git
  • Excellent problem solving and data analysis skills
  • Create language models from text data. These language models draw heavily from statistical, deep learning as well as rule-based research in recent times around building taggers, parsers, knowledge graph-based dictionaries, etc.
  • Remain updated in the rapidly changing field of machine learning and NLP.
  • Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models
  • Work closely with product teams to implement algorithms that power user and developer-facing products

  

Desired Candidate Profile

  

Salary: Not Disclosed by Recruiter

 

Industry: Financial Services, Global Financial Information Provider

 

Functional Area: IT Software – Application Programming, Maintenance

 

Role Category: Programming & Design

  

Key skills:

Python, Deep learning, NLP, NLU, NLG, Big Data, Data Analysis, Machine Learning, SQL, NoSQL, MongoDB, Artificial Intelligence, 

Apply Here

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