Senior Associate (Bengaluru)

Senior Associate (Bengaluru)

17 Oct
|
Axtria - Ingenious Insights
|
Bengaluru

17 Oct

Axtria - Ingenious Insights

Bengaluru

Position Summary

We are seeking a hands-on Project Lead with 4-6 years of experience in designing, developing, and deploying data integration pipelines using Python/PySpark, AWS Glue, and Databricks, with strong proficiency across AWS services including EC2, S3, IAM, Athena, and VPC. The ideal candidate brings deep expertise in Spark-based distributed computing, Databricks components (Databricks certified woudl be preferred) and the ability to code across R/Python/Scala/SQL while performing performance tuning and executor management. This role requires someone who can lead by example — independently driving technical delivery while mentoring and supervising 1-2 team members, with awareness of ML algorithms, data modelling frameworks (CRISP-DM), and a pharma domain background being a solid added advantage.

Job Responsibilities

- Be an Individual Contributor in the Analytics and Development team and solve real-world problems using cutting-edge capabilities and emerging technologies
- Be a part of large delivery teams working on advanced projects when expert assistance is required.
- Deliver advanced Data Science capabilities to businesses in a meaningful manner through successful proof-of-concept solutions, and later smoothly transition the proof-of-concept into production.
- Create LLD/STM documents, develop, test, and deploy data integration processes using Python/PySpark on AWS/Azure platform preferably using AWS Glue /Databricks - Collaborate with onshore/offshore lead designers, analyze LLD/STM, translate & apply business rules to data transformations
- Expertise Data Management principles. Experience in setting up ingestion, data processing- versioning, labelling, curating.

- Building ETL / data warehouse transformation processes and implementing Data lake project. Solutioning with large data sets,



data processing at scale involving structured, semi-structured, and unstructured data formats.
- Data connectors for APIs, Kafka, batch processing.
- Managing Descopes involving Databricks, and various AWS components

Education

BE/B.Tech

Master of Computer Application

Work Experience

- Minimum of 4-6 years develop, test, and deploy data integration processes using Python/PySpark on AWS platform preferably using AWS Glue Databricks.
- Deep understanding of architecture and work experience on AWS Databricks, hands-on programming with Data Frames, Python, Scala.
- Good experience of Databrick components like Notebook, workspace, MLFlow and security management, creating dashboards, importing packages, DBFS, ML Flow, widgets and jobs in Databricks
- Familiar with cluster management, capacity & cost control in Databricks.

Familiar with user & group access management and control

- Is aware of the overall architecture and UI
- Good experience of the notebook access management,
- Can code in R/Python/Scala/SQL
- 2-3 years of experience on Spark with Scala/Python/Java. Good experience of the distributed computing paradigm and various concepts in Spark
- Can perform performance tuning, executor management etc.
- Thorough knowledge of EC2, IAM, S3, VPC, Athena and Glue
- Is aware of the security and process design in AWS setting
- Is aware of the different phases involved in data modelling (CRISP-DM Model)
- Is aware of relevant modelling exercise to be performed (Forecasting, Clustering, Association, Classification etc.)

Behavioural Competencies

Ownership Teamwork & Leadership

Cultural Fit

Motivation to Learn and Grow

Databricks

Decision Making

Delivery Management- BIM/ Cloud Info Management

Technical Competencies

Problem Solving

Lifescience Knowledge

Communication

Capability Building / Thought Leadership

Amazon Redshift

SQL

Python

📌 Senior Associate (Bengaluru)
🏢 Axtria - Ingenious Insights
📍 Bengaluru

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