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Learning And Design Manager

confidential

5.0 - 9.0 years

Chennai, All india

On-site

Role Overview: You will be leading and mentoring a multi-skilled product team in the Global Data Insights and Analytics (GDI&A) department at Ford Motor Company. Your primary responsibility will be to guide the team through the entire lifecycle of complex analytical and AI/ML data science products, ensuring proactive, evidence-based decision-making. Key Responsibilities: - Provide expert technical guidance and mentorship to data scientists & software engineers in the product team - Lead, mentor, and develop a high-performing team of data scientists, software engineers, and ML engineers - Contribute to the development and implementation of the team's innovation strategy - Lead the problem for...

Posted 1 day ago

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Lead Digital Architect

Caterpillar Inc.

3.0 - 7.0 years

Bangalore

On-site

As a Data Architect at Caterpillar Inc., you will play a crucial role in shaping the future by working on a robust next-gen data platform. Your expertise in Big Data, Data Warehousing, and real-time data movement will be instrumental in architecting and building Caterpillar's cutting-edge digital platform. Here are the key responsibilities associated with this role: - Perform all programming tasks and oversee architecture assessment and design for development assignments independently, focusing on complex systems work. - Lead the architecture design of enterprise integrations serving multiple business functions. - Design and implement near real-time data movement solutions to enhance core ca...

Posted 4 days ago

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Senior Digital Architect-Data Architecure

Caterpillar Inc.

3.0 - 7.0 years

Chennai

On-site

As a highly skilled and visionary professional at Caterpillar Inc., you will have the opportunity to lead a team of engineers in building a robust next-gen data platform. Your primary responsibilities will include: - Architecting and building Caterpillars state-of-the-art digital platform - Driving innovation in AI and advanced analytics - Leading architecture design for end-to-end enterprise integrations - Designing and implementing near real-time data movement solutions - Defining the overall data architecture strategy aligned with business goals - Establishing data governance policies, standards, and compliance - Developing and maintaining current, planned, and future state architecture b...

Posted 4 days ago

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Specialist, Campaign Planning & Tagging

MSD

4.0 - 8.0 years

Pune, All india

On-site

As a Specialist in Campaign Planning & Tagging within the Customer Experience Excellence Hub (CEE) organization of the Human Health division, your role is crucial in delivering a seamless experience for customers through omnichannel data-driven marketing principles. Your ability to leverage various data sources and develop analyses will drive actionable insights and contribute to making sound business decisions. You will collaborate with Managers, Senior Managers, and other analytics leaders to design and implement advanced analytics projects, improve operational efficiency, explore new data sources, and work on ad-hoc digital analytics projects for the CEE team in India and worldwide. **Key...

Posted 1 week ago

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Data and AI Architect

confidential

5.0 - 9.0 years

Pune, All india

On-site

As a Data Modeller at Barclays, you will play a pivotal role in evolving the digital landscape, driving innovation, and ensuring unparalleled customer experiences. You will collaborate with business stakeholders to understand data needs and translate requirements into clear data modelling specifications. Your responsibilities will include designing and implementing high-quality data models, creating comprehensive documentation, and collaborating with data engineers to test and validate the models. You will continuously monitor and optimize the performance of data solutions to ensure efficient data retrieval and processing. Key Responsibilities: - Partner with business stakeholders to underst...

Posted 3 weeks ago

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Exploring Advanced Analytics Jobs in India

India has seen a rapid growth in the field of advanced analytics, with a rising demand for skilled professionals in this domain. Companies across various industries are leveraging advanced analytics to drive data-driven decision making and gain a competitive edge in the market. If you are a job seeker looking to venture into the world of advanced analytics in India, here is a comprehensive guide to help you navigate through the job market.

Top Hiring Locations in India

Bangalore
Mumbai
Delhi NCR
Hyderabad
Pune

These cities are known for their thriving tech ecosystems and have a high concentration of companies actively hiring for advanced analytics roles.

Average Salary Range

The salary range for advanced analytics professionals in India varies based on experience and skill level. Entry-level positions typically start from INR 6-8 lakhs per annum, while experienced professionals can earn upwards of INR 15-20 lakhs per annum.

Career Path

A typical career path in advanced analytics may progress as follows: - Data Analyst - Data Scientist - Senior Data Scientist - Analytics Manager - Chief Data Officer

Related Skills

In addition to advanced analytics expertise, professionals in this field are often expected to have skills in: - Machine Learning - Python/R - Data Visualization - Big Data Technologies

Interview Questions

What is the difference between supervised and unsupervised learning? (basic)
Explain the bias-variance tradeoff. (medium)
How would you handle missing data in a dataset? (basic)
What is cross-validation and why is it important in predictive modeling? (medium)
Can you explain the concept of dimensionality reduction? (medium)
What is the purpose of A/B testing in analytics? (basic)
How would you approach feature selection in a machine learning model? (medium)
Describe a time when you had to work with unstructured data. (medium)
What is the importance of hypothesis testing in analytics? (basic)
How do you handle outliers in a dataset? (medium)
Explain the difference between classification and regression algorithms. (basic)
How do you assess the performance of a machine learning model? (medium)
What is the significance of p-value in statistical analysis? (basic)
Can you explain the concept of clustering in data analysis? (medium)
Describe a project where you utilized natural language processing techniques. (advanced)
How would you communicate complex analytical findings to a non-technical audience? (medium)
What is the role of regularization in machine learning? (medium)
How do you deal with imbalanced classes in a classification problem? (medium)
Explain the concept of ensemble learning and its benefits. (medium)
What is the difference between batch processing and real-time processing in analytics? (basic)
How would you approach time series analysis for forecasting? (medium)
Describe a situation where you had to optimize a machine learning model for performance. (medium)
What is the curse of dimensionality in data analysis? (advanced)
How do you stay updated with the latest trends and advancements in the field of advanced analytics? (basic)

Conclusion

As you embark on your journey to explore advanced analytics jobs in India, remember to continuously enhance your skills, stay updated with industry trends, and prepare thoroughly for interviews. With the right blend of technical expertise and domain knowledge, you can unlock exciting career opportunities in the dynamic field of advanced analytics. Good luck!

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