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Railofy - Rodeo Travel Technologies Pvt Ltd's logo

Machine Learning Engineer

Human Resources's profile picture
Posted by Human Resources
5 - 10 yrs
₹10L - ₹14L / yr
Remote only
Skills
Hadoop
Apache Hive
Apache Kafka
Cassandra
Splunk
ETL
skill iconElastic Search
Spark

ML Data Engineer, Railofy

 

About the Team & Role:

Railofy is solving the largest problems for Indian Railway passengers (90% of Indians travel by trains) - waitlisted tickets and quality of food in trains. We are a young team of technologists who have made a significant breakthrough in this field using Machine Learning, in order to create a major impact in the lives of Indians.

 

ML Data Engineers at Railofy lead all the processes from data collection, cleaning, and preprocessing, to managing the infra and deploying models to production. The ideal candidate will be passionate about big data and stay up-to-date with the latest developments in the field.

The Data Science team works on proprietary data sets (tabular) building classical machine learning models & recommendation systems.

 

What will you get to do here?

  1. Understanding and building expertise in the domain
  2. Managing available resources such as hardware, data, and personnel so that deadlines are met
  3. Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  4. Verifying data quality, and/or ensuring it via data cleaning
  5. Supervising the data acquisition process if more data is needed
  6. Defining validation strategies
  7. Defining the preprocessing or feature engineering to be done on a given dataset
  8. Defining data augmentation pipelines
  9. Training models and tuning their hyperparameters
  10. Deploying models to production and monitoring production systems

 

What qualities are we looking for?

  1. Proficiency with Python and libraries for machine learning such as scikit-learn, pandas, numPy, matplotlib, seaborn and keras/tensorflow
  2. Proficiency with PostgreSQL, ElasticSearch, Kibana, Redis and Big Data technologies
  3. Proficiency with Cloud computing on AWS using services like EC2, S3, ECS, Lambda and RDS
  4. Expertise in visualizing and manipulating big datasets
  5. Ability to select hardware to run an ML model with the required latency at scale
  6. Computer Science or IT Engineering background with solid understanding of basics of Data Structures and Algorithms
  7. 5-10 years of data science experience
  8. You love coding like a hobby, strive to code in a clean and structured manner with time and space complexities in mind and are up for a challenge!
  9. Motivation to join an early stage startup should go beyond compensation

 

Location: Mumbai/Remote

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Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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About Railofy - Rodeo Travel Technologies Pvt Ltd

Founded :
2022
Type :
Products & Services
Size :
100-1000
Stage :
Raised funding
About
Railofy is a travel tech start-up and an IRCTC Authorized Premium Partner with the mission to transform the train travel experience for Bharat! Our services include- 1. Hotplate - Order hot & fresh food from the top restaurants in town and get it delivered at your train seat. 2. Train ticket booking - with an AI-powered recommendation engine as well as free cancellation feature. 3. Confirm Guarantee - protection against Waitlist and RAC tickets. Get flight, bus, tatkal tickets and more at train ticket prices, if your ticket doesn't get confirmed. 4. Whatsapp Bot - Check PNR Status now directly on your Whatsapp. Hassle free and without any downloads. Get automatic updates on Whatsapp. Just Whatsapp your PNR no to 9881193322.
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Subodh Popalwar's profile image

Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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