siddhesh rane
@siddheshrane
Lead data engineer and analytics leader delivering scalable data platforms and business intelligence end-to-end.
What I'm looking for
I’m a results-driven Lead Data Engineer & Analytics professional with 10+ years of experience architecting enterprise-scale data platforms and leading cross-functional teams across international markets.
I specialize in turning complex, multi-source data ecosystems into high-impact business intelligence. I take technical ownership end-to-end, from ELT/ETL pipeline governance to semantic modeling and dashboard delivery.
In recent work, I spearheaded an end-to-end pipeline lifecycle using dbt and Looker, architected a Snowflake + dbt warehouse consolidating 20+ heterogeneous sources, and cut query latency by ~40%. I also designed and governed the LookML semantic layer to standardize metric definitions across business units.
I’m equally strong in execution and leadership: I’ve led squads across time zones, partnered on data quality initiatives and SLA frameworks, and delivered measurable impact—such as reducing data integration time by 30% through unified architectures spanning Snowflake, dbt, ELT pipelines, and AWS. I’m now seeking a Lead-level role to deliver scalable data capability within a globally ambitious organization.
Experience
Work history, roles, and key accomplishments
Led an analytics squad and owned end-to-end pipeline lifecycle using dbt and Looker. Architected a Snowflake + dbt warehouse consolidating 20+ sources, implemented LookML semantic modeling, and drove data quality initiatives with SLA frameworks.
Data Engineering & Analytics Lead
Independent Data Engineering Consultant
Mar 2024 - Dec 2024 (9 months)
Delivered multiple end-to-end data engineering engagements as a single point of contact for business stakeholders. Built unified data architectures to reduce data integration time across Snowflake, dbt, ELT pipelines, and AWS.
Led a cross-functional team to architect analytics solutions for a sustainability-focused shipping-tech firm. Built and automated ELT pipelines with Apache Airflow, developed dbt + Snowflake models from AWS S3 data, and delivered executive dashboards.
Lead Data Engineer
5X Pte Ltd
Oct 2021 - Apr 2023 (1 year 6 months)
Directed a client-facing team of engineers across multiple multi-client accounts, owning solution design and stakeholder communication. Implemented Snowflake + dbt + Fivetran solutions and introduced automation to reduce pipeline maintenance overhead.
Senior Associate - Data Engineering
Sportz Interactive Pvt. Ltd.
Apr 2019 - Sep 2021 (2 years 5 months)
Engineered ETL pipelines and dbt models to ingest and transform sports data into Snowflake via Fivetran. Processed 3M+ customer records to surface behavioral trends for product decision-making.
Software Engineer
Rolta BI & Big Data Analytics
Mar 2018 - Jan 2019 (10 months)
Developed Oracle stored procedures for data migration validation and supported data center proof-of-concept initiatives. Designed Tableau visualizations tailored to end-user requirements.
Software Analyst
Depasser Infotech Pvt. Ltd.
May 2015 - Feb 2018 (2 years 9 months)
Built and maintained SQL scripts, reports, and queries, optimizing bulk update performance. Implemented bulk-collect operations to improve mass-update execution.
Education
Degrees, certifications, and relevant coursework
Sardar Patel Institute of Technology
Master of Computer Applications, Computer Applications
2012 - 2015
Earned a Master of Computer Applications (MCA) from Sardar Patel Institute of Technology in Mumbai from 2012 to 2015.
Availability
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