Data Scientist

Job Title: Data Scientist

Location: Dallas, TX

Duration: Long-term

Data Scientist:

5+ years’ experience – Need Phd in any technical field

Independently create and/or Assist lead data scientists in developing various kinds of machine learning models for personalized customer service domain using state of the art ML algorithms such as GBM, XGBoost, Deep Learning etc. on CPU and GPU environments

Conduct pre-modeling activities such as data clean up, exploratory data analysis, scaling/normalization, feature engineering, etc. with data in Google Cloud Platform ecosystem, notebooks

Proficient with standard Data Science Libraries such as NumPy, Pandas and Deep learning. In addition, proficiency in libraries for GPUs is a huge plus

Knowledge of Pytorch or Tensorflow and experience with modern neural NLP approaches is a plus.

Developing test cases and executing test cases for developed ML models

Assist in performance/load testing/monitoring of the deployed models

Documenting the models, features and any decisions made during modeling

Assist ML engineers during solution deployment on on-prem and AWS for authoring/making changes to API wrappers

Ability to rapidly learn the current state of the project and independently work with minimal assistance after the initial ramp up time