> Markdown version of [/jobs/ext/1955204-data-science-feature-engineer-intl-india](https://www.wearedevelopers.com/jobs/ext/1955204-data-science-feature-engineer-intl-india). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Science /Feature Engineer - INTL India - **Company:** Insight Global - **Location:** Orlando, FL, United States - **Experience:** Experienced - **Salary:** $29,120.0 - $35,360.0 - **Contract:** Permanent contract - **Skills:** Business Analytics Applications, Information Engineering, Apache Hive, Python (Programming Language), Machine Learning, Standard Sql, Feature Engineering, Apache Spark, Pyspark, Machine Learning Operations, Databricks - **Published:** August 6, 2026 - **Apply:** https://jobs.insightglobal.com/jobs/find_a_job/florida/orlando/data-science-feature-engineer-intl-india/job-561006/ ## About the Role * 3-6+ years of experience in analytics engineering, data engineering, or ML feature engineering. * Strong SQL and Python; experience with Spark/Databricks preferred. * Experience designing data models (dimensional, lakehouse) and creating reusable transformations. * Experience with data quality testing and documentation practices. * Understanding of ML workflows (training vs. inference consistency, leakage risks). ## Description 2 DS/Feature Engineer Feature Development: * Design, build, and maintain curated features for ML models and analytics products. * Partner with data scientists, marketing team members, and advanced analytics to translate modeling needs into feature specifications and acceptance criteria. Feature Pipelines & Performance: * Implement scalable feature pipelines (batch/stream) using Databricks, pyspark, and spark SQL. * Optimize feature computation for cost and latency; ensure incremental processing and backfills are reliable. Data Quality, Lineage & Documentation: * Build automated checks for schema changes, missingness, outliers, and drift. * Maintain feature definitions, lineage, and usage documentation to enable reuse and governance. Operationalization: * Work with ML Ops to publish features to a feature store and enable consistent training/serving. * Support troubleshooting and root-cause analysis for feature-related incidents. ## Related Videos - [PySpark - Combining Machine Learning & Big Data](https://www.wearedevelopers.com/videos/44-pyspark-combining-machine-learning-big-data) - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Cutting LLM Costs Without Cutting Quality: How to Beat Proprietary LLMs with Fine-Tuned Open Source](https://www.wearedevelopers.com/videos/100151-cutting-llm-costs-without-cutting-quality-how-to-beat-proprietary-llms-with-fine-tuned-open-source) - [Empowering Retail Through Applied Machine Learning](https://www.wearedevelopers.com/videos/976-empowering-retail-through-applied-machine-learning) - [OLTP in the Lakehouse: Redefining Data for AI Workloads](https://www.wearedevelopers.com/videos/2038-oltp-in-the-lakehouse-redefining-data-for-ai-workloads) - [Alibaba Big Data and Machine Learning Technology](https://www.wearedevelopers.com/videos/37-alibaba-big-data-and-machine-learning-technology) ## Related Articles - [Top Big Data Technologies That You Need to Know](https://www.wearedevelopers.com/magazine/108-top-big-data-technologies-that-you-need-to-know) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [What Industries Outside of AI Are Hiring The Most AI Experts?](https://www.wearedevelopers.com/magazine/98-what-industries-outside-of-ai-are-hiring-the-most-ai-experts) - [Top-Paying Tech Jobs (with Salaries)](https://www.wearedevelopers.com/magazine/372-top-paying-tech-jobs-with-salaries)