Data Scientist-II (Traditional/Classic ML, Neural networks exp must)

at shaadi.com

Data Scientist-II (Traditional/Classic ML, Neural networks exp must)

shaadi.com

Company

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Data Scientist-II (Traditional/Classic ML, Neural networks exp must)

at shaadi.com

Posted by Naazish Butt

3 - 6 yrs

₹20L - ₹28L / yr

Mumbai

Skills

neural networks

Deep Learning

XGBoost

Linear regression

Long short-term memory (LSTM)

CNN

KNN

Recurrent neural network (RNN)

Machine Learning (ML)

catboost

What You’ll Do

● Partner with Product to spot high-leverage ML opportunities tied to business

metrics.

● Wrangle large structured and unstructured datasets; build reliable features and

data contracts.

● Build and ship models to:

○ Enhance customer experiences and personalization

○ Boost revenue via pricing/discount optimization

○ Power user-to-user discovery and ranking (matchmaking at scale)

○ Detect and block fraud/risk in real time

○ Score conversion/churn/acceptance propensity for targeted actions

● Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.

● Design and run A/B tests with guardrails.

● Build monitoring for model/data drift and business KPIs

What We’re Looking For

● 2–4 years of DS/ML experience in consumer internet / B2C products, with 7–8 models shipped to production end-to-end.

● Proven, hands-on success in at least two (preferably 3–4) of the following:

○ Recommender systems (retrieval + ranking, NDCG/Recall, online lift;

bandits a plus)

○ Fraud/risk detection (severe class imbalance, PR-AUC)

○ Pricing models (elasticity, demand curves, margin vs. win-rate trade-offs,

guardrails/simulation)

○ Propensity models (payment/churn)

● Programming: strong Python and SQL; solid git, Docker, CI/CD.

● Cloud and data: experience with AWS or GCP; familiarity with

warehouses/dashboards (Redshift/BigQuery, Looker/Tableau).

● ML breadth: recommender systems, NLP or user profiling, anomaly detection.

● Communication: clear storytelling with data; can align stakeholders and drive decisions.

What You’ll Do

● Partner with Product to spot high-leverage ML opportunities tied to business

metrics.

● Wrangle large structured and unstructured datasets; build reliable features and

data contracts.

● Build and ship models to:

○ Enhance customer experiences and personalization

○ Boost revenue via pricing/discount optimization

○ Power user-to-user discovery and ranking (matchmaking at scale)

○ Detect and block fraud/risk in real time

○ Score conversion/churn/acceptance propensity for targeted actions

● Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.

● Design and run A/B tests with guardrails.

● Build monitoring for model/data drift and business KPIs

What We’re Looking For

● 2–4 years of DS/ML experience in consumer internet / B2C products, with 7–8 models shipped to production end-to-end.

● Proven, hands-on success in at least two (preferably 3–4) of the following:

○ Recommender systems (retrieval + ranking, NDCG/Recall, online lift;

bandits a plus)

○ Fraud/risk detection (severe class imbalance, PR-AUC)

○ Pricing models (elasticity, demand curves, margin vs. win-rate trade-offs,

guardrails/simulation)

○ Propensity models (payment/churn)

● Programming: strong Python and SQL; solid git, Docker, CI/CD.

● Cloud and data: experience with AWS or GCP; familiarity with

warehouses/dashboards (Redshift/BigQuery, Looker/Tableau).

● ML breadth: recommender systems, NLP or user profiling, anomaly detection.

● Communication: clear storytelling with data; can align stakeholders and drive decisions.

Users love Cutshort

Read about what our users have to say about finding their next opportunity on Cutshort.

Shubham Vishwakarma

Full Stack Developer - Averlon

I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.

Companies hiring on Cutshort

About shaadi.com

Founded :

1996

Type :

Product

Size :

1000-5000

Stage :

Profitable

About

Shaadi.com, the world's No.1 Matchmaking platform, pioneered online personals at the turn of the century and has continued to lead the exciting space for 20 years. It has been built on one simple idea: to help people find a life partner, discover love and share joy. Our vision is to build the world's first 'togetherness' company! Shaadi.com has helped over 7 million people in finding a life partner and touched the lives of over 50 million people globally. Amongst many awards, Shaadi.com has been recognized as the Most Trusted Matchmaking site and the world's 50 Most Innovative Companies, alongside Apple, Google, Facebook, and Amazon. We have also been acknowledged as one of the world's most engaging brands on Facebook. At Shaadi.com, we believe that it is our people who matter the most and so we put that thought into our name. Our parent company is called People Interactive Pvt. Ltd and we are headquartered in Mumbai. We also have a sister brand called Sangam.com. We believe that technology can help change people's lives for the better and so we keep pushing the boundaries. We are solving global-scale problems using social network type technologies. We pride ourselves on being innovative and like to think that our world revolves around our users. We were founded based on the principle that a world-class consumer Internet company can be built from India and that mission still drives us. We are a high energy workplace that loves to have fun while operating on a real-time cadence. Come pay us a visit someday.

Siddharth Sharma

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Mayuresh Samant

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Pooja Pradhan

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