Data Scientist

2 weeks ago


Bareilly, India Insight Global Full time

• Design, develop, test, and deploy ML models that drive applications and APIs.

• Work with stakeholders to understand the business requirements and develop a data

science solution to address those requirements.

• Write clean, efficient, and well-documented code, conduct code reviews.

• Containerize the models that you have developed.

• Deploy those models in the cloud.

• Use ML Ops pipeline to serve models.

• Use SQL to extract desired data from Snowflake, Redshift, etc

• You will ensure that your models and insights satisfy the business objectives – rapid

execution is paramount.

• Foremost, you are curious You have a burning desire to investigate data for what,

why, when, how.

• B.S.in a Computer Science/Statistics/Data Science or any related quantitative field

• You are proficient in Python and R

• You are good at statistics, linear algebra.

• Familiarity and experience in building Shiny or Dash applications is desirable.

• Strong proficiency with ML-frameworks such as TensorFlow, PyTorch, JAX, Scikitlearn, GBMs (lightgbm, xgboost, catboost etc)

• Production experience implementing machine learning pipelines and models at

scale in Python.

• Experience or strong interest in working with cloud computing systems (AWS

and Google Cloud)

• Experience with Docker and building containerized data and model workflows is

desirable.

• You have demonstrated excellence in globally conducted ML/AI competitions.

• You understand the importance of time and timeliness.

• Excellent written and verbal communication skills

• Passion for data-driven research, development, and experimentation

• Self-motivated, growth-oriented, and driven to pursue solutions to challenging

Problems


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