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Data Scientist (Banking)

Posted by Gowtham Samikannu

Job Overview

We are looking for a Data Scientist with strong Banking/Financial Services domain experience to develop data-driven solutions for banking use cases. The ideal candidate should have strong expertise in Python, Machine Learning, SQL, statistical modelling, and hands-on experience working with banking data and business problems.

Responsibilities

Develop and implement Machine Learning and statistical models for banking use cases. Analyze large and complex datasets to identify trends, patterns, risks, and business opportunities. Work on customer analytics, credit risk, fraud detection, propensity modelling, segmentation, and predictive analytics. Build, validate, tune, and deploy ML models into production. Perform feature engineering, model selection, model evaluation, and hyperparameter tuning. Develop data pipelines and prepare datasets for analytical and ML applications. Work closely with banking, product, risk, technology, and business teams to translate business problems into data science solutions. Monitor model performance and support model improvement and retraining. Present analytical findings and model outcomes to technical and business stakeholders. Ensure solutions follow appropriate data privacy, security, governance, and regulatory requirements.

Requirements

3–8 years of experience in Data Science / Machine Learning. Strong Banking / Financial Services domain experience is mandatory. Strong programming skills in Python. Excellent SQL and experience working with large datasets. Hands-on experience with Machine Learning algorithms and statistical modelling. Experience with libraries such as Pandas, NumPy, Scikit-learn. Strong understanding of classification, regression, clustering, forecasting, and model evaluation. Experience in feature engineering and predictive modelling. Good understanding of data preprocessing, exploratory data analysis, and statistical concepts. Experience with Jupyter, Git, and ML development/deployment practices. Strong analytical, problem-solving, and communication skills.

Skills & Competencies

Mandatory Skills   

  • Banking Analytics
  • cloud
  • Machine Learning
  • NumPy
  • Pandas
  • Python
  • SQL
  • Statistics

Job Benefits

  • Provident Fund (PF)
  • Accidental Insurance
  • Family Health Insurance
  • Gratuity

Education

  • BTech or an equivalent degree.

Job details

Job Status
Open
Location
Bengaluru, Karnataka, India
Experience
3 - 8 years
Employment Type
Permanent
Salary
₹1,200,000 - ₹4,000,000 (Annual)
Mode of work
Hybrid (Home and Office)
No. of Positions
-
Work Type
-

Company Info

Company Full Name
Nicheton Consulting LLP
Company Short Name
Nicheton
Industry
Recruitment & Staffing
Company size
24
Founded on
06-Feb-2018
Location
Bengaluru, Karnataka
Presence in
1 Country

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