12 часов назад
Data Engineer (Alternative Data)
225 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Engineer (Alternative Data) (Python/Data Engineering/Quantitative Finance): Building scalable, point-in-time-correct datasets and research infrastructure for systematic Delta One trading with an accent on alternative-data ingestion, temporal data modeling, and large-scale historical analysis. Focus on designing production pipelines, applying LLMs to unstructured vendor material, and solving entity-resolution, data-quality, and restatement-handling challenges.
Location: New York, New York
Annual base pay: $225,000–$250,000 plus discretionary bonus and benefits.
Company
is a quantitative trading firm that applies scientific research, machine learning, and advanced technology to global financial markets and derivatives trading.
What you will do
- Onboard vendor and alternative datasets from evaluation and data-dictionary review through ingestion, production monitoring, and ongoing maintenance.
- Build point-in-time-correct datasets that preserve delivered history and handle revisions, restatements, and backfills.
- Design entity-mapping and reference datasets connecting vendor identifiers to tradable instruments.
- Develop pipelines and research tools for structured, semi-structured, and unstructured data, including documents, filings, transcripts, and data dictionaries.
- Apply LLMs and agentic tooling to extraction, entity resolution, onboarding, and data-quality workflows.
- Create research-ready datasets and improve shared ingestion infrastructure for historical analysis and backtesting.
Requirements
- 5+ years of experience building Python data applications and pipelines over large historical datasets.
- Experience ingesting and normalizing third-party or vendor data through S3, SFTP, cloud data shares, or APIs.
- Strong SQL skills and familiarity with Parquet, Arrow, DuckDB, NumPy, Pandas, or Polars.
- Knowledge of data modeling, data accuracy, reproducible research workflows, and temporal or versioned data.
- Production pipeline experience with monitoring, alerting, backfills, restatement handling, and incident forensics.
- Ability to collaborate with quantitative researchers and scientists to turn ambiguous ideas into robust datasets and scalable workflows.
Nice to have
- Experience applying LLMs to extraction, classification, entity resolution, or data-quality checking.
- Experience with AWS S3, Snowflake, or C++.
- Background in quantitative finance or electronic trading.
- Advanced degree in Computer Science, Mathematics, Physics, Computer Engineering, or a related field.
Culture & Benefits
- Close daily collaboration between data engineers, researchers, and traders.
- Direct impact on research datasets, signal development, and production trading strategies.
- Opportunities to learn, innovate, and grow in a scientifically rigorous trading environment.
- Discretionary bonus and employee benefits.
- Flexible start date.
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