Job Title: Senior / Staff Full-Stack Data Engineer – Databricks
About Us
At Codvo, we are committed to building scalable, future-ready data platforms that power business impact. We believe in a culture of innovation, collaboration, and growth, where engineers can experiment, learn, and thrive. Join us to be part of a team that solves complex data challenges with creativity and cutting-edge technology.
Senior / Staff Full-Stack Data Engineer – Databricks
We are seeking a Senior / Staff Full-Stack Data Engineer with deep Databricks expertise to design, build, and operate scalable data and machine learning pipelines. This role works closely with data scientists, platform teams, and application engineers to productionize analytics and ML workloads with high reliability, performance, and cost efficiency.
Design, build, and maintain ETL/ELT pipelines on Databricks using Spark, Delta Lake, andDatabricks Workflows
Build and operate batch and real-time data pipelines for ingestion, transformation, andorchestration
Operationalize machine learning inference pipelines authored by data scientists (batch andreal-time)
Ensure consistency between model training and inference environments
Implement data quality checks, validation rules, monitoring, alerting, and automated recovery- Collaborate with data scientists to productionize models and optimize inference performance and cost
Implement CI/CD, DevOps, and MLOps best practices for data pipelines and ML workflows
Optimize compute, storage, and job configurations for performance and cost efficiency- Implement and manage enterprise data governance using Unity Catalog (schemas, lineage, ownership, documentation)
Work with Databricks infrastructure and platform configurations
Strong hands-on experience with Databricks, Apache Spark, and Delta Lake
Proven experience building and operating production-grade data pipelines
Experience operationalizing machine learning models and inference pipelines
Strong understanding of data reliability, observability, and monitoring practices
Experience with CI/CD, DevOps, and MLOps workflows
Experience working with cloud platforms (AWS or Azure)
Familiarity with Unity Catalog and enterprise data governance concepts- Experience with spec-driven development and coding agents
Experience with Databricks infrastructure tuning and cost optimization
Exposure to streaming frameworks and real-time data processing- Experience with Infrastructure-as-Code (Terraform or similar)
Reliable, scalable, and cost-efficient Databricks data and ML pipelines
Smooth productionization of ML models with strong collaboration across teams
High data quality, observability, and platform stability
Well-governed data assets with clear ownership and lineage
At Codvo.ai, we specialize in leveraging artificial intelligence, cloud, and data to solve complex business problems and drive innovation. Our passion for innovation drives us to deliver solutions that not only meet but exceed your unique business needs, fostering smarter, more productive teams. Here’s why our approach has earned widespread acclaim from our clients:
67 Customer NPS: Our Net Promoter Score is a testament to the high level of satisfaction and loyalty among our clients. It underscores our ability to deliver quality and value through our specialized services, making us a preferred partner for businesses looking to leverage AI and data for competitive advantage.
78 Employee NPS: The satisfaction and engagement of our team directly influence the quality of service we provide. Our high employee NPS signifies a motivated, dedicated team that's committed to excellence. This positive work culture ensures that we can deliver exceptional AI-first engineering and enterprise data application services to you.
Our approach goes beyond traditional software development; we're dedicated to partnering with you to harness the power of AI and data. The combination of our high trial and engagement success rates, extensive experience, and positive feedback from both clients and employees positions us as more than just a service provider. We're your trusted ally in navigating the complexities of today's digital landscape, committed to transforming your vision into a reality with cutting-edge AI and data solutions.
