Lead Data Engineer

Posted 8 Days Ago
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Hiring Remotely in Bogotá, Distrito Capital, COL
In-Office or Remote
Entry level
Database • Analytics
The Role
Build and maintain AWS-based ETL pipelines using Glue, Spark, and Athena; implement data quality checks and investigate anomalies; integrate multiple operational data sources; certify and release versioned data products; document validation and release processes; and collaborate with engineering, BI, and operational stakeholders to deliver reliable datasets.
Summary Generated by Built In
Company Description

Blend is a premier AI services provider, committed to co-creating meaningful impact for its clients through the power of data science, AI, technology, and people. With a mission to fuel bold visions, Blend tackles significant challenges by seamlessly aligning human expertise with artificial intelligence. The company is dedicated to unlocking value and fostering innovation for its clients by harnessing world-class people and data-driven strategy. We believe that the power of people and AI can have a meaningful impact on your world, creating more fulfilling work and projects for our people and clients. For more information, visit www.blend360.com  

Job Description

The Data Products Team builds and certifies the data products that power outage management and reliability reporting. The team owns the full data lifecycle, from raw source feeds to validated, stakeholder-ready outputs.

We’re looking for a hands-on Data Engineer to build and maintain ETL pipelines, implement data quality validations, and support the delivery of certified, versioned data products. You will work closely with the team and operational stakeholders to ensure data accuracy, reliability, and readiness for downstream reporting and business use.

Responsibilities

  • Build and maintain scalable ETL pipelines using AWS Glue, Spark, and Athena to process modem telemetry, outage events, and customer impact data.

  • Develop and manage daily data quality checks, including SQL validations, threshold-based alerts, and row-count monitoring.

  • Investigate data anomalies such as nulls, duplicates, missing intervals, and unexpected data distributions, resolving issues before they affect downstream systems.

  • Integrate data from multiple upstream systems, including AOM, IPDR, Scope, CARS, IRIS, and Gisual, to produce unified, validated datasets.

  • Support data product certification by validating outputs and ensuring they meet established quality standards before stakeholder delivery.

  • Coordinate versioned data product releases, including test case development, release notes, go/no-go decisions with end users, and patches through a structured release process.

  • Document data validation methodologies, pipeline behavior, and release processes.

  • Collaborate with data engineering teammates and BI and operational stakeholders throughout the data delivery lifecycle.

Qualifications

Qualifications

  • Strong proficiency in SQL, including window functions (LAG, PARTITION BY), grouping sets, null handling, and Athena-specific query patterns.

  • Experience with Python for scripting, automation, and data validation.

  • Hands-on experience with AWS data services, particularly Glue, Athena, S3, EMR, and Step Functions.

  • Experience using Spark for large-scale data processing, preferably on EMR.

  • Strong understanding of data quality and the ability to investigate anomalies, identify root causes, and determine when data does not look correct.

  • Experience validating data pipelines and ensuring data accuracy and consistency before downstream consumption.

  • Strong written communication skills, with the ability to document technical methodologies and coordinate effectively with teammates and stakeholders.

Nice to Have

  • Experience working with telecommunications or network operations data, including modem telemetry, outage records, or IPDR-style data feeds.

Additional Information

Our Perks and Benefits: 

📚 Learning Opportunities: 

  • Certifications in AWS (we are AWS Partners), Databricks, and Snowflake. 

  • Access to AI learning paths to stay up to date with the latest technologies. 

  • Study plans, courses, and additional certifications tailored to your role. 

  • Access to Udemy Business, offering thousands of courses to boost your technical and soft skills. 

  • English lessons to support your professional communication. 

🛫 Travel opportunities to attend industry conferences and meet clients. 

👩‍🏫 Mentoring and Development: 

  • Career development plans and mentorship programs to help shape your path. 

🎁 Celebrations & Support: 

  • Special day rewards to celebrate birthdays, work anniversaries, and other personal milestones. 

  • Company-provided equipment.  

⚖️ Flexible working options to help you strike the right balance.    

Other benefits may vary according to your location in LATAM. For detailed information regarding the benefits applicable to your specific location, please consult with one of our recruiters. 

Skills Required

  • Strong proficiency in SQL, including window functions, grouping sets, null handling, and Athena query patterns
  • Experience with Python for scripting, automation, and data validation
  • Hands-on experience with AWS Glue, Athena, S3, EMR, and Step Functions
  • Experience using Spark for large-scale data processing, preferably on EMR
  • Strong understanding of data quality, anomaly investigation, root-cause analysis, and data validation
  • Experience validating data pipelines and ensuring data accuracy and consistency
  • Strong written communication and technical documentation skills
  • Experience with telecommunications or network operations data, including modem telemetry, outage records, or IPDR-style feeds

Blend360 Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Blend360 and has not been reviewed or approved by Blend360.

  • Fair & Transparent Compensation — Pay is considered fair-to-good by many, and public salary postings for common data roles indicate competitive packages in numerous markets. Feedback suggests overall company sentiment aligns with acceptable compensation relative to peers in consulting and analytics.
  • Flexible Benefits — Flexible and remote/hybrid work arrangements are consistently highlighted in official materials and role descriptions. Feedback suggests flexibility is a meaningful part of the total rewards experience.
  • Retirement Support — A 401(k) with company match is part of the core package. Feedback suggests retirement offerings are standard and contribute to a complete benefits set.

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The Company
HQ: Columbia, MD
390 Employees
Year Founded: 2016

What We Do

Our Vision is to build a company of world-class people that helps our clients optimize business performance through data, technology and analytics. Blend360 has two divisions: Data Science Solutions: We work at the intersection of data, technology and analytics. Talent Solutions: We live and breathe the digital and talent marketplace.

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