Building Scrunch - a platform for connecting your complex business data to AI.
Senior Software Engineer, Data & AI Engineering
Location
United States
Posted
16 days ago
Salary
Not specified
Job Description
Job Requirements
- Have extensive experience building & using web APIs, including handling authentication, authorization, caching, rate limiting, etc.
- Experience building API for external customers is a big plus.
- Experience with relational (transactional) databases, particularly PostgreSQL.
- Experience with analytics tools and technologies, such as:
- Analytical SQL, maybe with a modern analytical data platform like Snowflake, Google BigQuery, DuckDB, Spark SQL, etc.
- Experience with analytics packages like Pandas or Polars is a plus.
- Experience with streaming analytics is a plus.
- Experience writing batch and streaming/interactive data processing pipelines. This could mean any of:
- Big data tools like Flink, Beam (GCP Dataflow), Spark, etc.
- Job queues and task processing frameworks (Celery, Resque, or cloud-based options like Google Cloud Tasks)
- Multi-step durable execution frameworks like Temporal or Inngest
- In-house or home-rolled versions of any of the above you've used at previous companies.
- The ability to quickly understand source data and validate output data quality
- Experience using LLMs and/or traditional ML techniques to build classifiers, data extractors, summarizers, etc.
- Not required but a big plus: experience building evals for LLM-based tools to assess and improve accuracy at these kinds of tasks
Benefits
- Scrunch is an equal opportunity employer. We welcome people of all backgrounds, experiences, perspectives, and identities. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
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