Data Engineer

3 weeks ago

Lahore, Punjab, Pakistan Ekho Full time

Ekho is a profitable US-based ML/AI startup building agentic systems to automatically clean, enrich, and orchestrate CRM data. Our leadership team has scaled startups to millions of dollars in revenue, has worked at leading tech companies such as Adobe and Square, and cares deeply about team culture. We're looking for data nerds, who are genuinely curious, and want to work hard on thorny data challenges.

Key Responsibilities

  • Design, build, and maintain scalable ETL pipelines ingesting data from HubSpot, Salesforce, Dynamics, and other CRM sources into our data lake/warehouse.
  • Write clean, test‑driven Python code for data extraction, transformation, and loading with a focus on reliability and performance.
  • Model and document CRM datasets so they're analytics‑ready and compliant with data‑governance standards.
  • Automate data‑quality checks (duplicates, schema drift, sync failures) and surface alerts to engineering and business teams.
  • Collaborate with ML/AI engineers to feed curated datasets into downstream models and RAG workflows.
  • Optimize queries in PostgreSQL/Redshift/BigQuery (or similar) and manage orchestration with Airflow, Prefect, or Dagster.
  • Champion best practices in version control (Git), CI/CD for data workflows, and infrastructure‑as‑code (Docker, Terraform).

Must‑Have Qualifications

  • 2-4 years building production ETL/data‑engineering solutions in Python.
  • Hands-on experience with at least one major CRM API (HubSpot, Salesforce, or Dynamics).
  • Strong SQL skills and familiarity with dimensional or data‑vault modeling.
  • Proficiency in Linux, Docker, and cloud storage/compute (AWS, GCP, or Azure).
  • Comfort with unit testing, code reviews, and agile delivery.
  • Experience integrating data into BI tools (Metabase, Looker, or Tableau).
  • Familiarity with dbt, Great Expectations, or other data‑ops tooling.
  • Knowledge of REST‑ful API design and FastAPI/Django for lightweight data services.
  • Previous startup experience

—

Other notes

1/ We begin with a 2-week sprint to confirm mutual fit before shifting to full-time.

2/ Expectation is this role will be 50-60 hours per week, may involve working during weekends, and will have recurring meetings.

Seniority level
  • Seniority levelMid-Senior level
Employment type
  • Employment typeContract
Job function
  • Job functionInformation Technology
  • IndustriesSoftware Development

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