Head - Data Science - eCommerce/Internet

Company: Internet/E-commerce

Job Location-: Koramangala, Bangalore

Role-: Head of Data Science

Must have-: Machine Learning, AI, Deep Learning, NLP, Python

Good to Have-: Big Data, Hadoop

Experience-: 6-10 Yrs.

Job Description as below-:

What you- ll be doing:

- Build Machine learning and NLP models to be deployed in the travel e-commerce funnel (selling hotels, flights, holidays, etc.) for improving customer experience and operational efficiency by automating sales and support workflow for internal agents.

- Work with Founder's to translate business problems into machine learning problems

- Explore data and communicate insights clearly to various stakeholders

- Work with Engineering teams to improve data quality

- Analyze experimental results, iterate and refine models to create significant business impact

- Deploy monitor and improve the model in the production system.

- Experience working with cloud platforms like AWS, GCP or Azure and their related ML offerings

What you- ll bring to the team:

- Curiosity to analyze and uncover insights from data that are relevant to the business

- Strong background in building NLP systems using deep neural network techniques

- Understanding in some of the related stuffs below

a) HMM Speech Synthesis Guided Unit Selection, Voice Adaptation,

b) Natural language generation or understanding,

c) Deep learning on NLP / speech for end to end neural TTS technology

d) Speech recognition or speech signal processing

- Fluent with the Python ML stack: Pandas, Numpy, Matplotlib

- Fluent in SQL,NoSQL, Scikit-learn, Keras, Tensorflow

- Computer science background and strong coding skill

- 3+ years of production Machine Learning experience in the industry

- Familiarities with a data lake and big data tools like apache spark is plus