nlp - data science in hyderabad

posted
contact
randstad india
position type
permanent
apply now

posted
location
hyderabad, telangana
function
Information Technology
position type
permanent
experience
8
reference number
64529
contact
randstad india

job description

nlp - data science in hyderabad

Role - Full Stack NLP Data Scientist
  • Experience Required – 7+
  • Job Location – Remote
  • Position – Permanent fo

 

 

Role success criteria

  • Deliver Features as identified in respective scrums for the development products with agreed accuracy in production.
  • Successful delivery of the use cases POC’s as identified by the business requirements.
  • Train and mentor junior staff, aspiring data scientists.

Skills –

Primary - NLP Engineering – Full Stack development.

Data Engineering

  • Expected to establish connection to Py scripts and work in AWS environment
  • Should be well versed with managing different file types, data structures.
  • Work with the soln architects and data engineers and maintain and own the analytical data mart for the aligned product.
  • Should be well versed with deployment techniques, pickle files, json outputs, dynamic programming for deploying models in production.
  • Tools – SQL, AWS Redshift, Py – Regex, Py- Recurssive Programming. Python programming.

Data Modelling

  • Text Classification – Statistical modelling, supervised and unsupervised.
  • Document Classification –
  • Intent classification.
  • Entitry and person recognition, speaker, listener, key words identification.
  • Feature engineering – Capability to leverage multiple models output.
  • Deep Learning Models.
    • RNN + CNN or any combo of DNN.
    • LSTM
    • Transfer learning
  • Text based classification, multi level.

Data Deployment

  • Maintain governance reports to manager.
  • Client management/consultation.
  • Data Maintenance, library/dictionary management.

Secondary

  • Machine Learning Problems. Strong Statistical background.
    • Optimization,
    • Forecasting, T+3 periods ahead.
    • Binary Predictions.
  • Data Visualization
    • Python Standards.

 

Tools – Python + AWS Only.

Experience

  • Minimum 2 projects should be deployed by the individual in the tenure. 
  • Hands on Python coder, and ability to design the architecture for data science.
  • Product development Experience of 4+ years w.r.t data science.
  • Overall 10+ years of experience in the field of analytics.
    • Candidates with exceptional academic records in the form of capstone projects, assignments are welcome to apply as well.
  • Ability to deal with Senior Management interpedently.

 

Qualifications

  • Bachelors/Masters in Maths, Stats, Eco, OR. MSCS, MPCS, MECS, engineering.
  • Data Science executive courses with excellent academic record and capstone projects.
  • AWS Certification candidates are preferable.

 

This position reports directly to Sr. Manager – Data Science

skills

ML, NLP

qualification

B.Ed