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Innova ESI
Company
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about 2 months ago
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CI
Senior Data Scientist
Capgemini Invent
602
Bangalore, Karnataka
Posted 5 days ago
On-siteFull-time5+ years₹15L–35L (estimated)
About the Role
Senior Data Scientist Location-PAN India We are looking for Senior Data Scientist work-ex who also has a deep expertise in setting up Digital transformation projects specific to AI/ ML/DL. The ideal candidate is adept at understanding large data sets to find opportunities for product and process optimization and using models to test the effectiveness of different courses of action. They must have strong experience understanding a variety of data mining/data analysis methods, using a variety of …
Key Responsibilities
- 1
Develop and deploy machine learning models for business problems.
- 2
Perform exploratory data analysis and feature engineering on large datasets.
- 3
Evaluate model performance using appropriate metrics and iterate on improvements.
- 4
Collaborate with product and engineering teams to integrate ML models into production.
- 5
Monitor model performance and retrain as needed.
- 6
Write clean, maintainable Python code and document work thoroughly.
- 7
Stay current with the latest ML research and apply relevant advancements.
Requirements
- Bachelor's/Master's/PhD in Statistics, Mathematics, Computer Science, or related field.
- Strong proficiency in Python and ML libraries (scikit-learn, TensorFlow, PyTorch).
- Experience with data manipulation tools (Pandas, NumPy, SQL).
- Familiarity with cloud ML platforms (SageMaker, Vertex AI, Azure ML).
- Good understanding of statistical modelling and experimental design.
- Strong analytical and communication skills.
Skills Required
PythonTensorFlowPyTorchscikit-learnSQLPandasNumPyMLflowDocker
Who Should Apply
✅ Perfect Candidates
- ✓Recent graduates & freshers ready to learn
- ✓Career switchers with foundational skills
- ✓Students with relevant internships
- ✓Self-taught developers who can demonstrate skills
⚠️ Might Not Be Right For
- ✗No programming experience whatsoever
- ✗Looking for immediate high salary jump
- ✗Not willing to learn new technologies
- ✗Expecting zero training period
How The Selection Process Works
1
Resume Screening
Your CV is reviewed for basic qualifications
2
Aptitude Test
Logical reasoning & quantitative ability test
3
Technical Round
Coding problems or technical assessment
4
HR Interview
Cultural fit & communication skills
5
Offer & Onboarding
Documentation & joining process
How to Prepare (7-Day Roadmap)
📅 Day 1-2: Fundamentals
- • Review data structures (arrays, linked lists, trees)
- • Practice basic algorithms
- • Solve easy problems on LeetCode
🎯 Day 3-4: Core Concepts
- • Study sorting & searching algorithms
- • Learn time & space complexity
- • Solve medium-level problems
💡 Day 5-6: Interview Prep
- • Practice with interview questions
- • Mock interviews & whiteboarding
- • Review system design basics
✅ Day 7: Final Review
- • Revise key concepts
- • Practice behavioral questions
- • Get good sleep before exam!
Make Your Resume ATS-Friendly
❌ Don't Do This
- • Use fancy fonts or graphics
- • Long paragraphs & poor formatting
- • Vague descriptions like "good at coding"
- • Personal projects without metrics
✅ Do This Instead
- • Simple, clean, standard resume format
- • Use job description keywords
- • "Built a chatbot that reduced support tickets by 30%"
- • Quantify your impact always
💡 Pro Tips
- • Keep it to 1 page (fresher) or 2 pages max
- • Include GitHub/Portfolio links with active projects
- • Match skills section with job posting exactly
- • Use standard resume template (avoid creative designs)
Tips for Acing the Interview
Before Interview
- ✓ Research company & recent news
- ✓ Test internet & audio/video setup
- ✓ Be 10 mins early on call
- ✓ Keep notepad & pen ready
- ✓ Wear professional attire
During Interview
- ✓ Listen fully before answering
- ✓ Think aloud for problem solving
- ✓ Ask clarifying questions
- ✓ Use STAR method for examples
- ✓ Maintain eye contact & smile
General Mistakes to Avoid
- 🚫 Talking negatively about previous company
- 🚫 Being overconfident without proof
- 🚫 Giving one-word answers
- 🚫 Not asking questions about the role
Important Application Guidelines
Official Verification
We post only verified, official company job openings. Never share OTP or personal details.
Apply Once Only
Submit your application once per job. Multiple submissions won't increase chances and may trigger filters.
Complete Forms Accurately
Fill all fields correctly. Mistakes in forms often lead to automatic rejection in first screening.
Stay Active & Responsive
Shortlisted candidates are contacted directly. Keep your phone & email active for next 30 days.
No Fees Ever
Legitimate companies never charge for interviews or offers. Beware of scams asking for money.
Similar Roles
About Capgemini Invent
COMPANY DETAILS
Capgemini Invent
INDUSTRY
Technology
OPEN POSITIONS
4 roles
Job Stats
Applications114
Views602
Posted5 days ago
Salary & Benefits
EXPECTED SALARY
₹15L–35L (estimated)
Health Insurance
Performance Bonus
Flexible Work Hours
Top Skills Needed
PythonTensorFlowPyTorchscikit-learnSQL
+4 more skills required
Recommended for You
🏢Apply via Company
Ready to apply?
You'll be redirected to Capgemini Invent to complete your application. This takes about 2-5 minutes.
Apply NowJob Posted
5 days ago
Type
Full-time
Mode
On-site
Experience
5+ years
Category
Technology
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