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Data Scientist

5 - 10 years

10 - 12 Lacs

pune

Posted:20 hours ago| Platform: Naukri logo

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Skills Required

logistic regression data science talent acquisition neural networks machine learning open source forecasting monitoring sql python

Work Mode

Work from Office

Job Type

Full Time

Job Description

 
As a

Data Scientist

, you will play a pivotal role in building and scaling machine learning solutions that drive product intelligence and data-informed decision-making across SiteMinder. You will work closely with Principal Data Scientists and the Core Data Lab team to develop, validate, and productionise models that deliver real business impact. In collaboration with Engineering, you will focus on integrating models into products and tackling complex data science challenges related to prediction, recommendation, and optimisation.

What you ll do

  • Design and develop end-to-end ML solutions

    from data exploration and feature engineering to model training, validation, and deployment.

  • Collaborate cross-functionally

    with engineers, analysts, and product teams to integrate predictive and recommendation models into customer-facing and internal applications.

  • Implement scalable ML pipelines

    using Databricks, PySpark, and Delta Lake, ensuring reproducibility, performance, and maintainability.

  • Run controlled experiments

    (A/B tests, uplift modelling, causal inference) to measure model performance and quantify business impact.

  • Operationalise models

    through CI/CD and MLOps best practices, including model versioning, monitoring, retraining strategies, and governance.

  • Monitor production systems

    for drift, performance degradation, and anomalies, applying explainability and fairness techniques where needed.

  • Contribute to the development of feature stores

    and reusable data assets to accelerate experimentation and deployment cycles.

  • Stay current with emerging trends

    in ML, MLOps, and cloud data technologies to continuously improve model accuracy, scalability, and efficiency.

What you have

  • 5+ years of hands-on experience applying

    machine learning and statistical modelling

    in production or

    product

    -oriented environments.
  • Proven understanding of the

    full spectrum of ML techniques

    from

    traditional models

    (linear/logistic regression, tree-based methods, ensemble learning) to

    modern deep learning architectures

    (CNNs, RNNs, transformers, graph neural networks, diffusion and foundation models).
  • Strong experience in Python, with proficiency in Scikit-learn, Autogluone,

    PyTorch

    or

    TensorFlow

    , and

    PySpark

    MLlib.
  • Demonstrated ability to design scalable ML pipelines and automate workflows with

    MLOps tools

    (MLflow, Kubeflow,

    Databricks

    ML runtime, AWS Sagemaker, or AWS Bedrock).
  • Familiarity with retrieval-augmented generation (RAG) and fine-tuning of large language models is a plus.
  • Proficiency in SQL and distributed data frameworks, with experience in feature engineering at scale.

Nice to Have

  • Familiarity with real-time ML applications, such as online learning, streaming inference, or live recommendations.
  • Exposure to forecasting, anomaly detection, or probabilistic modelling in production systems.
  • Experience contributing to open-source projects, writing technical blogs, or presenting at data science conferences.
  • Interest in continuous learning and keeping up with cutting-edge AI research (e.g., foundation models, self-supervised learning, model compression).

Our Perks & Benefits

- Mental health and well-being initiatives
- Generous parental (including secondary) leave policy
- Flexibility to work in a Hybrid model (2-3 days in-office)
- Paid birthday, study and volunteering leave every year
- Sponsored social clubs, team events, and celebrations
- Employee Resource Groups (ERG) to help you connect and get involved
- Investment in your personal growth offering training for your advancement

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