MakeMyTrip - Senior Data Scientist - Machine Learning/Deep Learning

4 days ago


GurgaonGurugramGurgaon, IN Make My Trip Full time

Job Description :


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


Responsibilities :


- Build and deploy state-of-the-art ML/DL models, causal systems, or RL models, and ranking/rec systems for use cases in train, bus, and cab lines of businesses.


- Discuss with stakeholders (product and revenue management) at various stages of the project, for data, to select the appropriate model form, to set up appropriate A/B experimentation.


- Collaborate with other data scientists, and data/software engineers.


- Build and own robust model infrastructure pipelines and API meeting 99% SLA at very high RPS, and low latencies.


- Work iteratively, start with baseline models, conduct A/B experiments, and continuously enhance model forms to state-of the-art architecture.


- Opportunity to transform massive datasets at MakeMyTrip and GoIbibo into tangible business assets, and create significant business impact through data science.


Requirements :


- Strong Python programming skills, added skills in Pyspark [optional].


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


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


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


- Experience in 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.


- BE/BTech from Tier 1 colleges MS or Ph. D. in AI/ML, or Econometric/causal/applied-statistics systems, or Computer Science or equivalent.


- 10-13 years of entire work experience in DS/AI/ML.

(ref:hirist.tech)
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