Lead Data Scientist

1 week ago

bangalore, India MakeMyTrip Full time

MakeMyTrip-GoIbibo data science group is looking for experienced data scientists who would focus on building next level of pricing, discounting systems, revenue, business/supply, product decisions using a mixture of causal models, reinforcement learning, contextual bandits and using DL/ML models..


An ideal candidate would:

  • Build and deploy state of the art ML/DL models, causal systems, or RL models, ranking/rec systems for use cases in train, bus, cab line of businesses.
  • Discuss with stakeholders (product and revenue management) at various stages of project, for data, to select appropriate model form, to set up appropriate A/B experimentation.
  • Collaborate with other data scientists, data/software engineers.
  • Build and own robust model infrastructure pipelines and API meeting 99% SLA at very high RPS, low latencies.
  • Work iteratively, start with base line models, conduct A/B experiments, continuously enhance model forms to state of the art architecture.
  • Opportunity to transform massive datasets at MakeMyTrip & GoIbibo into tangible business assets, create significant business impact through data science.


Desired Profile:

We seek individuals who are smart, highly proficient in python coding, critical reasoning, data analyses, AI/ML modelling depth, with strong math/statistics foundations, hungry to learn, and are fun to work with.

An ideal candidate would have following aspects:

Strong python programming skills, added skills in Pyspark (optional)

Strong ML/DL depth and breadth, with solid math/statistical foundations

End to end experience of training and deploying ML/DL models.

Experience with deep contextual bandits or RL or inverse RL, or causal ML modelling.

Experience of blending ML/DL models with econometric modelling methods, for pricing/discounting is a plus.

Experience in pricing/discounting systems or ranking systems.

Candidate should have solid experience training and deploying ML models as well as pytorch/TF deep learning models on tabular datasets for relevant problems mentioned.

Strong problem solving, first principles thinking abilities.

Ability to work in a fast-paced, quarterly impact (A/B business) oriented driven environment.

Experience working in e-commerce B2C is a big plus.


Qualifications:

BE/BTech from Tier 1 colleges (IIT/ISI/NIT/BITS/BIT/IIIT/REC)

MS or Ph.D. in AI/ML, or Econometric/causal/applied-statistics systems, or Computer Science or equivalent.

5-8 years of entire work experience in DS/AI/ML

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