ICICI Lombard - Senior Data Scientist - Machine Learning & Generative AI

4 - 6 years

0 Lacs

Posted:1 month ago| Platform: Linkedin logo

Apply

Work Mode

On-site

Job Type

Full Time

Job Description

Job Title : Senior Data ScientistExperience : 4-6 yearsLocation : MumbaiDepartment : Data ScienceEmployment Type : Full-Time

About The Role

We are seeking a seasoned Senior Data Scientist to join our dynamic Data Science & Analytics team in Mumbai. In this role, you will lead the end-to-end development and deployment of data-driven solutions, from problem definition to production monitoring. You will leverage your strong foundation in statistics, machine learning, and Generative AI to drive significant business impact and mentor junior team members. This is an opportunity to work on complex, real-world problems in a fast-paced, collaborative environment.

Key Responsibilities

End-to-End Project Leadership: Take ownership of data science projects, from initial research and experimentation to scalable deployment, monitoring, and ongoing optimization.Model Development: Design, build, and optimize advanced statistical and machine learning models to solve complex business problems.LLM & Generative AI: Research and implement innovative LLM/GenAI solutions, including advanced prompt engineering, Retrieval-Augmented Generation (RAG) frameworks, and parameter-efficient fine-tuning for specific business needs.Cross-functional Collaboration: Partner with product, engineering, and business stakeholders to translate complex challenges into actionable data science solutions and communicate findings effectively to technical and non-technical audiences.Mentorship: Guide and mentor junior data scientists and analysts, fostering a culture of technical excellence and continuous learning.Infrastructure & Deployment: Work with data engineering teams to design scalable data models and robust, automated ML pipelines using MLOps best practices and cloud services (AWS/GCP/Azure).Performance Monitoring: Implement monitoring frameworks to track and enhance the performance of deployed models.

Core Technical Skills

Machine Learning & Statistics :
  • Strong foundation in supervised & unsupervised ML algorithms, evaluation metrics, and feature engineering.
  • Practical experience with hands-on modelling and experimentation.

LLM & Generative AI

  • Conceptual and practical understanding of LLM architecture, prompt engineering, RAG, parameter fine-tuning, and LLM evaluation/monitoring.
  • Exposure to vector databases
  • Executed at least 1 impactful LLM/GenAI implementation in real-world settings.

Programming

  • Proficiency in Python, R, and SQL for model development and data analytics.

Deployment & Automation

  • Experience with cloud platforms (AWS/GCP/Azure)
  • API integration and orchestration for scalable solutions.
  • Practical experience with MLOps tools like MLflow, Docker, or Kubernetes for CI/CD pipelines.

Soft Skills

  • Strong analytical thinking and structured problem-solving ability.
  • Excellent interpersonal communication and stakeholder engagement.
  • Ability to work in a fast-paced, collaborative environment and lead through influence.
  • High ownership and drive to deliver measurable impact.
  • Collaborate with product, engineering, and business stakeholders to translate complex AI solutions into business impact.

Educational Background

  • Bachelor's/Master's degree in Computer Science, Data Science, Statistics, Mathematics
  • Equivalent industry experience with strong hands-on contributions will be preferred.
(ref:hirist.tech)

Mock Interview

Practice Video Interview with JobPe AI

Start Python Interview
cta

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.

Job Application AI Bot

Job Application AI Bot

Apply to 20+ Portals in one click

Download Now

Download the Mobile App

Instantly access job listings, apply easily, and track applications.

coding practice

Enhance Your Python Skills

Practice Python coding challenges to boost your skills

Start Practicing Python Now