Agent
Jobs
Applied
Tracker
Profile
    1. Jobs for you
    2. Job

    Job · 14989510

    IDFC Bank logo

    Data Scientist - AI Labs

    IDFC Bank · Mumbai · onsite · Posted 51d ago

    Not disclosed3–5 yrsfulltimeSourced fromFoundit

    About a minute. You'll make an account on the way through.

    About this role

    Job Requirements

    About the Role

    The Data Scientist will be part of the Data & Analytics team, based in Mumbai or Bangalore . This role focuses on applying machine learning and statistical techniques to extract meaningful insights from structured and unstructured data. You will be responsible for developing predictive models, conducting text analytics, and collaborating with ML engineers to ensure successful deployment and performance of AI solutions. A strong foundation in NLP and experience with large language models will be highly valuable.

    Key Responsibilities

    Primary Responsibilities

    • Develop predictive models using Python or R and data science libraries such as pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, or Keras.
    • Apply machine learning algorithms and statistical modeling techniques to solve business problems.
    • Utilize NLP libraries and frameworks (e.g., NLTK, SpaCy, Gensim) for text analytics tasks such as topic modeling, sentiment analysis, and text classification.
    • Work with transformer models like BERT and GPT for advanced language understanding.
    • Query and manage data using SQL and NoSQL databases.
    • Create data visualizations using tools like Matplotlib, Seaborn, or Tableau to communicate insights effectively.

    Secondary Responsibilities

    • Participate in multiple data analysis projects, with a focus on text analytics and natural language understanding.
    • Build, validate, and deploy predictive models based on large text datasets.
    • Clean and preprocess text data for machine learning tasks.
    • Collaborate with ML engineers to ensure smooth deployment and integration of models.

    What We Are Looking For

    Education

    • Bachelor's Degreein:
    • Computer Science
    • Statistics
    • Mathematics
    • Engineering
    • Data Science
    • Postgraduate Degree(preferred) in:
    • Data Science
    • Machine Learning
    • Artificial Intelligence
    • Applied Statistics

    Experience

    • 3+ years of relevant experience in data science and machine learning, ideally with exposure to NLP and text analytics projects.

    Skills and Attributes

    • Strong programming skills in Python or R.
    • Deep understanding of machine learning and NLP techniques.
    • Experience with large-scale data processing and model deployment.
    • Ability to work collaboratively in cross-functional teams.
    • Strong analytical thinking and problem-solving abilities.

    Key Success Metrics

    • Timely and error-free delivery of data science solutions.
    • Effective identification and resolution of training infrastructure issues.
    • Technical leadership in analytics and model development projects.

    Sourced from foundit

    Skills

    NoSQLBERTkerasNltkSpacyseabornmatplotlibrPytorchTensorflowScikit-LearngensimPythonTableauSQLPandasNumpygpt

    About IDFC FIRST Bank

    IDFC Bank logo

    IDFC Bank

    Banking

    43.1k+

    employees

    2018

    8 years old

    Mumbai, Maharashtra

    India

    About

    IDFC FIRST Bank is one of India’s fastest-growing new-age private sector banks.

    Industries

    BankingFinancial Services

    Employee ratings

    14,599 reviews

    3.9/ 5

    Culture

    3.7

    Career growth

    3.5

    Work-life

    3.8

    Employees rate it well for

    Work Culture1157Salary988Work Life Balance884Senior Management749Work Environment611

    Find them on

    WebsiteLinkedInAmbitionBox reviews

    Data Scientist - AI Labs · waiting for your command