Datavail
Data Engineer at Datavail
Datavail is hiring a Data Engineer in Bengaluru, Karnataka, India. The role details below come from the employer’s posting. You apply on the employer’s own site, and TechJobs360 never charges candidates.
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1. Job details
Datavail
Data Engineer
Bengaluru, Karnataka, India
Not disclosed by employer
See the job description
On the employer’s site
2. Job description from Datavail
Title: Senior Technical Specialist – PBI Databricks
Location: Remote
Duration: 12+ Months
Education: Any Degree
Exp Level: 8+ Years
Job Responsibilities:
* Design and build conformed dimensions and transactional fact tables for
enterprise reporting.
* Develop and maintain data pipelines on Azure Databricks using PySpark, Spark
SQL, and Delta Lake.
* Implement best practices in dimensional modeling, including:
* Star schemas
* Conformed dimensions
* Surrogate and deterministic hash keys (e.g., SHA-256)
* Transactional fact design
* Translate existing SQL Server and stored procedure logic into efficient
Spark-based transformations.
* Implement incremental data processing and change data capture (CDC)
pipelines.
* Ensure data reconciliation with source systems to meet accuracy and audit
standards.
* Collaborate closely with a senior Databricks lead to deliver core data assets
within defined timelines.
Required Skills:
* 8+ years of experience in data engineering, with strong focus on Azure
Databricks.
* Proficiency in:
1. PySpark
2. Spark SQL
3. Delta Lake
* Deep expertise in dimensional modelling and data warehousing concepts.
* Experience with:
1. Building scalable production pipelines
2. Incremental data loads and CDC patterns
3. Performance optimization in distributed systems
* Strong understanding of relational databases and ability to interpret complex
SQL/stored procedures
Good to have
Experience with:
* Lakeflow / Spark Declarative Pipelines or dbt
* Unity Catalog
* Exposure to financial/General Ledger data models
* Familiarity with JD Edwards systems, including:
1. F0902 (balances)
2. F0911 (journal details)
Datavail is a leading provider of data management, application development,
analytics, and cloud services, with more than 1,000 professionals helping
clients build and manage applications and data via a world-class tech-enabled
delivery platform and software solutions across all leading technologies. For
more than 17 years, Datavail has worked with thousands of companies spanning
different industries and sizes, and is an AWS Advanced Tier Consulting Partner,
a Microsoft Solutions Partner for Data & AI and Digital & App Innovation
(Azure), an Oracle Partner, and a MySQL Partner.
Datavail’s Data Management Services:
Datavail’s Data Management and Analytics practice is made up of experts who
provide a variety of data services including initial consulting and development,
designing and building complete data systems, as well as ongoing support and
management of database, data warehouse, data lake, data integration, and
virtualization and reporting environments. Datavail’s team is comprised of not
just excellent BI & analytics consultants, but great people as well. Datavail’s
data intelligence consultants are experienced, knowledgeable and certified in
the best in breed BI and analytics software applications and technologies. We
ascertain your business objectives, goals and requirements, assess your
environment, and recommend the tools which best fit your unique situation. Our
proven methodology can help your project succeed, regardless of stage. With the
combination of a proven delivery model and top-notch experience ensures that
Datavail will remain the Data Management experts on demand you desire.
Datavail’s flexible and client focused services always add value to your
organization.
3. Skills that usually matter in data and AI roles
General guidance from TechJobs360, not part of Datavail’s posting. The job description above is what counts for this role.
| Area | What to be comfortable with |
|---|---|
| Languages | Python, SQL, Scala |
| Frameworks & tools | Spark, pandas, PyTorch / TensorFlow, Airflow, a cloud data warehouse |
| Computer science basics | Data structures, algorithms, complexity |
| Ways of working | Version control, code review, testing, reading other people's code |
4. How to prepare for a Data Engineer interview
Interview formats differ by company and team, so confirm the rounds with the recruiter. Most hiring loops for roles like this cover:
A recruiter call or an online test. Read the job description twice and be ready to explain how your experience matches it.
Often coding problems on arrays, strings, trees, graphs or dynamic programming, solved while you explain your thinking.
Often design and trade-off questions sized to the role: an API, a component, or a small system.
Answer with the STAR method (Situation, Task, Action, Result). Prepare two or three real stories: a hard problem you solved, a disagreement you handled, and something you learned quickly.
5. Take-home pay example (FY 2026–27, new tax regime)
An example for two common package sizes, not this job’s salary. Under the new tax regime (Section 115BAC) salaried employees get a standard deduction of ₹75,000.
| Component | Example: ₹12 LPA | Example: ₹24 LPA |
|---|---|---|
| Basic salary (40% of CTC) | ₹40,000 / mo | ₹80,000 / mo |
| Employee EPF (12% of basic) | -₹4,800 / mo | -₹9,600 / mo |
| Income tax (TDS) | -₹6,933 / mo | -₹32,450 / mo |
| Professional tax | -₹200 / mo | -₹200 / mo |
| Approx. in-hand | ₹81,344 / mo | ₹1,44,304 / mo |
Work out the take-home pay for your own offer, in either tax regime.
6. Questions and how to apply
How do I apply?
Use the apply button below. It opens Datavail’s own application page.
Does TechJobs360 recruit for this job or charge a fee?
No. We list openings from employers’ career sites. Datavail runs the hiring, and nobody should ask you to pay to apply.
Is this job still open?
We check listings against the employer’s page every day and take down jobs that have closed.
Should I apply if I don’t match every requirement?
Usually yes, if you meet most of the core requirements and can show you learn quickly. A referral from someone on the team can help your resume get read.
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