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KPMG India

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3.5

based on 5.3k Reviews

985 KPMG India Jobs

Manager - Software

KPMG India

3.5

based on 5.3k Reviews

4-9 years

₹ 17 - 41L/yr (AmbitionBox estimate)

Bangalore / Bengaluru

1 vacancy

Manager - Software

KPMG India

posted 12hr ago

Job Role Insights

Flexible timing

Key skills for the job

Python SQL Oracle Machine Learning Clinical SAS Programming MATLAB

+ 4 more

Job Description

1. Strong experience in developing of AI models using multiple programming languages with a strong foundation in a statistical platform such as Python, R, SAS, or MatLab. Proven experience with developing and testing of various ML models, deep learning, Tensorflow and NLP.

2. Experience in validation of existing AI models to check bias & fairness appropriately based on above mentioned risk tiering. High risk models might have high exposure to bias & fairness issues.

3. Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability

4. Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world

5. Tune the model by reviewing the parameters for coverage, accuracy, applicability and model bias.

6. Strong expertise in database management software (eg SQL Server, Oracle etc), statistics and machine learning software (eg Python, R etc) and link analysis/data visualization software, big data platforms

7. Work on functional design, process design (including scenario design, flow mapping), prototyping, testing, training, and defining support procedures, working with an advanced engineering team and executive leadership

8. 4+ years of experience in applying AI to practical and comprehensive technology solutions

9. Experience in building dashboards with Tableau, QlikView, Power BI, Spotfire etc

10. Strong knowledge of SQL and relational databases like MySQL, Oracle, etc

Additional skills and attributes to success:

Experience in performing analytics for a range of forensic investigations to identify red flags and evidences of fraud through data analytics.

Note:

Passion for Data Analytics along with a minimum of 7-9 years of experience in programming skills.

5-6 year prior experience to any data analytics tools and techniques is also beneficial.

Employment Type: Full Time, Permanent

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What people at KPMG India are saying

3.3

Rating based on 192 Manager reviews

Anonymous · Other in New Delhi

Likes

While consulting has its own fair share of work life balance, but the team I work with makes work feel like life. At the end of the day it flow’s from top and the leadership I have been working with directly right now is super amazing.