Description
Role & responsibilities
Understand business requirements and translate them into technical requirements
Designing and Development of optimized and efficient solutions using technologies including but not limited to .Net, Python, R, SQL
Managing a set of resources with varied skill sets including but not limited to Python , R, .Net, SQL
Testing of the application / tools / solutions and changes developed
Maintenance and Troubleshooting of internally developed applications
Create specification, technical documentation and estimations as required for various projects.
Preferred candidate profile
Advanced (PhD/Masters/Bachelors) degree in a Statistics, Engineering, Mathematics
field, Computer Science or other relevant disciplines
Have excellent conceptual understanding of Machine Learning and Deep Learning
algorithms
Interest in building End-to-End Machine Learning projects with full accountability
Excel in Data Wrangling, Cleaning, Feature Engineering and Data Visualizations
Must have strong experience in SQL, Python
Strong hands on Machine Learning experience across Classification, Clustering,
Regression, Ensemble Algorithms, Naive Bayes, Time Series etc
Solid understand of Statistical/ Computational concepts like Hypothesis Testing,
Statistical Inference, Design of Experiments, Data Structures
Hands on experience in Deep Learning knowledge across CNNs, RNNs, GANs, NLP
Applications, Computer Vision Applications, LSTMs, GRUs
Experience working in Cloud environment is a plus, not mandatory
Building Restful APIs with Flask, Docker Deployments is a plus, not mandatory
Exp in NLP or Computer Vision project is mandatory (3+yrs min)
Perks and benefits