Taskrabbit

Taskrabbit

Staff Data Engineer

San Francisco, California, United States · Staff+

No sponsorship$150k-$200kDetected 28 days ago
PythonJavaScalaCode ReviewGitSQLBigQuerySnowflakeRedshiftKafkaMachine LearningAirflowdbtData EngineeringData VisualizationCRMLeadership

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odds of building a lasting career here

59Sponsors, lottery-bound
Cap-exempt (no lottery)0
Sponsors this role80
Entry-level history0
PERM / green-card track0
Lottery odds (Level IV)94
Fits your clock70

Sponsors, but it's cap-subject — you still face the weighted lottery (~61% per draw at Level IV). Good if you win; have a cap-exempt backup on your list.

Lottery odds assume a STEM candidate.

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Employer immigration record

from this employer's Department of Labor filings

Green-card filing pattern in this occupation

Context, not a finding about this posting: of this employer's 4 green-card filings in this occupation, 100% were for a worker who already held the job.

Files H-1B transfers

2 transfer filings in the last year, covering 2 workers. Median labor-condition decision: 7 days. An employer that already files transfers is one that can take over an existing H-1B.

Sourced from Department of Labor LCA, PERM and prevailing-wage disclosure data. Employer matching is by name, so figures may be split across an employer's legal entities. Absence of a filing means none appears in our copy of the data, not that none exists.

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About the role

  • The team's mandate is to turn our biggest unaddressed retention bet - predicting what home service a client will need and when, then reaching them proactively - from concept into validated, in-market tests.
  • It's a strong fit for someone who wants outsized ownership on a small team, is energized by ambiguity and fast iteration, and wants to help prove out (or kill) a major product bet with real evidence rather than another deck.
  • Use AI coding tools as a default part of your workflow - to scaffold pipelines, write tests, and speed up code review - so the team can move from hypothesis to live test quickly

Responsibilities

  • We're hiring a Staff Data Engineer to build the data foundation for a new discovery-stage team focused on Taskrabbit client retention and personalization.
  • Build and maintain the data pipelines and models that capture client home profiles, job history, and seasonal or event-driven signals (weather, life events, moves) feeding a predictive personalization engine
  • Develop dbt models and semantic layers that let the team quickly stand up and measure in-market tests, such as multi-category punch cards or a recurring-category revenue model
  • Work daily with Product, Design, Marketing, BizOps, and ML partners in a small, fast-moving pod

Requirements

  • Candidates must be legally authorized to work in the United States without employer sponsorship now or in the future.
  • The ideal candidate has solid experience with modern data tools - dbt, Airflow, Snowflake (or equivalent) - and is genuinely excited to work with AI coding tools day to day.
  • Experience with a cloud data warehouse such as Snowflake, BigQuery, or Redshift
  • Familiarity with BI or semantic-layer tools such as Looker, Mode, or Tableau

Nice to have

  • Experience with streaming platforms such as Kafka or Kinesis - this team's predictions run on event-driven triggers (weather events, life events), so comfort with real-time data processing is a strong plus.

Skills

  • Solid data modeling skills (e.g., dimensional modeling, star/snowflake schemas)
  • Proficient in SQL and at least one general-purpose programming language (e.g., Python, Java, or Scala)

Compensation

  • At Taskrabbit, our approach to compensation is designed to be competitive, transparent, and equitable.
  • Total compensation consists of base pay + bonus + benefits + perks.
  • The base pay range for this position is $150,000 - $200,000.
  • This range is representative of base pay only, and does not include any other total cash compensation amounts, such as company bonus or benefits.

Benefits

  • Taskrabbit offers our employees with employer-paid health insurance and a 401k match with immediate vesting for our US based employees.
  • An Active Commitment to Equity within our Company and Platform.
  • We do not discriminate on the basis of race, religion, color, national origin, ancestry, citizenship, sex, gender, gender identity, sexual orientation, age, marital status, military/veteran status, or disability status.

Company info

  • At Taskrabbit, we want to transform lives one task at a time.
  • Our culture is collaborative, pragmatic, and fast-paced.
  • We're looking for talented, entrepreneurially minded and data-driven people who also have a passion for helping people do what they love.
  • We are an inclusive community where all who share our mission and values belong.

Equal opportunity

  • Taskrabbit's commitment to Diversity and Inclusion:
  • Taskrabbit is an equal opportunity employer and values diversity at our company.
  • equal opportunity employer and values diversity at our company.

Visa & Work Authorization

  • We are currently unable to provide visa sponsorship for this position (including H-1B, OPT, F1, CPT, H4 or other employment-based visas).
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This listing is sourced directly from Taskrabbit's careers page and normalized into a canonical job model.