Senior Manager - Software and AI Model Development

Senior Manager - Software

About KPMG in India

KPMG entities in India are professional services firm(s). These Indian member firms are affiliated with KPMG International Limited. KPMG was established in India in August 1993. Our professionals leverage the global network of firms, and are conversant with local laws, regulations, markets and competition. KPMG has offices across India in Ahmedabad, Bengaluru, Chandigarh, Chennai, Gurugram, Jaipur, Hyderabad, Jaipur, Kochi, Kolkata, Mumbai, Noida, Pune, Vadodara and Vijayawada. 

KPMG entities in India offer services to national and international clients in India across sectors. We strive to provide rapid, performance-based, industry-focused and technology-enabled services, which reflect a shared knowledge of global and local industries and our experience of the Indian business environment.

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Position : Assistant Manager/Manager

Duration : Full Time

Location – Bangalore

Skills and Expertise :  The consultant should have expertise in the following:

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 (e.g. SQL Server, Oracle etc.), statistics and machine learning software (e.g. 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 5-6 years of experience in programming skills. 5-6 year prior experience to any data analytics tools and techniques is also beneficial.

Equal employment opportunity information 

KPMG India has a policy of providing equal opportunity for all applicants and employees regardless of their color, caste, religion, age, sex/gender, national origin, citizenship, sexual orientation, gender identity or expression, disability or other legally protected status. KPMG India values diversity and we request you to submit the details below to support us in our endeavor for diversity. Providing the below information is voluntary and refusal to submit such information will not be prejudicial to you.
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Qualifications

•Btech/ Mtech/ MCA/BCA

•Requires a bachelor's degree or equivalent. Will need good communication skills, a calm voice in a crisis, an ability to efficiently solve new technical problems, and a broad knowledge of computer systems and security. 

Experience Level

Senior Level