Lead Data Engineer CrossTab IT Consulting

6.0 - 8.0 years

0 Lacs

navi mumbai, maharashtra, india

On-site

Experience: 6-8 years In depth understanding of spark framework and experience working with Spark SQL and Pyspark. Expert in Python programming language and common python libraries Strong analytical experience with database in writing complex queries, query optimization, debugging, user defined functions, views, indexes etc. Good Problem-Solving skills Design, implement and maintain efficient data models and pipelines. Experience working with Big-Data technologies. Experience working with any ETL tool is good to have Responsibilities: Work on project to deliver/review/design pyspark, spark SQL based data engineering analytics solution. Write clean, efficient, reusable, testable, and scalable...

Posted 1 month ago

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Lead Engineer Deutsche Bank

5.0 - 7.0 years

0 Lacs

pune, maharashtra, india

On-site

Position Overview Job Title Lead Engineer Location Pune Corporate Title Director As a lead engineer within the Transaction Monitoring department, you will lead and drive forward critical engineering initiatives and improvements to our application landscape whilst supporting and leading the engineering teams to excel in their roles. You will be closely aligned to the architecture function and delivery leads, ensuring alignment with planning and correct design and architecture governance is followed for all implementation work. You will lead by example and drive and contribute to automation and innovation initiatives with the engineering teams. Join the fight against financial crime with us! W...

Posted 2 months ago

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Senior AI Solutions Engineer_ Vice President _Software Engineering Morgan Stanley

6.0 - 8.0 years

0 Lacs

mumbai, maharashtra, india

On-site

Morgan Stanley Senior AI Solutions Engineer_ Vice President _Software Engineering Profile Description Were seeking someone to join our team as Senior AI Solution Engineer will be a part of our Cyber Data Risk & Resilience team, to will play a key role in helping transform how Morgan Stanley operates. CDRR_Technology The Cybersecurity organization&aposs mission is to create an agile, adaptable organization with the skills and expertise needed to defend against increasingly sophisticated adversaries. This will be achieved by maintaining sound capabilities to identify and protect our assets, proactively assessing threats and vulnerabilities and detecting events, ensuring resiliency through our ...

Posted 3 months ago

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Exploring Big Data Technologies Jobs in India

The job market for big data technologies in India is rapidly growing, with numerous opportunities available for skilled professionals in this field. Big data technologies are in high demand across various industries, including IT, finance, healthcare, and e-commerce. As companies continue to rely on data-driven insights for decision-making, the need for professionals with expertise in big data technologies is on the rise.

Top Hiring Locations in India

Bangalore
Pune
Hyderabad
Mumbai
Delhi

Average Salary Range

The average salary range for big data technologies professionals in India varies based on experience levels. Entry-level positions can expect to earn around INR 4-6 lakhs per annum, while experienced professionals can command salaries ranging from INR 12-20 lakhs per annum.

Career Path

Typically, a career in big data technologies progresses from roles such as Junior Developer or Data Analyst to Senior Developer, Data Engineer, Data Scientist, and eventually to Tech Lead or Architect positions. Continuous upskilling and staying updated with the latest technologies in the field are essential for career advancement.

Related Skills

In addition to expertise in big data technologies, professionals in this field are often expected to have skills in programming languages such as Python, R, Java, and SQL. Knowledge of data visualization tools like Tableau and Power BI, as well as experience with cloud platforms like AWS or Azure, can also be beneficial.

Interview Questions

What is the difference between structured and unstructured data? (basic)
Explain the MapReduce framework and its components. (medium)
How do you handle missing data in a dataset? (basic)
What is the purpose of Apache Hadoop? (basic)
Describe the difference between batch processing and real-time processing. (medium)
What is the role of Apache Spark in big data analytics? (medium)
Explain the concept of data normalization. (basic)
How do you optimize a big data workflow for performance? (medium)
What is the CAP theorem in distributed systems? (advanced)
How does machine learning complement big data analytics? (medium)
Discuss the importance of data governance in big data projects. (medium)
What are some common techniques for data preprocessing? (basic)
Explain the concept of dimensionality reduction in big data analytics. (medium)
How do you ensure data security in a big data environment? (medium)
What is the role of a data pipeline in big data processing? (medium)
Describe the process of data wrangling. (basic)
How do you handle outliers in a dataset? (basic)
What are the key differences between NoSQL and SQL databases? (medium)
Discuss the challenges of working with streaming data. (medium)
How do you evaluate the performance of a machine learning model? (medium)
What is the purpose of data partitioning in distributed computing? (medium)
Explain the concept of data sharding. (medium)
How do you handle concurrency in a distributed system? (medium)
Discuss the role of data lakes in big data architecture. (medium)
What are the best practices for data storage in a big data environment? (medium)

Closing Remark

As you navigate the job market for big data technologies in India, remember to showcase your skills and experience confidently during interviews. Stay updated with the latest trends in the field and continuously upskill yourself to stay competitive in the ever-evolving tech industry. Prepare thoroughly, and you'll be well on your way to securing a rewarding career in big data technologies. Good luck!

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