Senior Software Engineer, Data & AI Engineering (US)

8 Minutes ago • All levels
Data Analysis

Job Description

The Senior Software Engineer, Data & AI Engineering at Scrunch AI is a full-stack remote role primarily focused on building features for data pipelines, LLM usage, and analytics APIs. This position involves acquiring and processing large amounts of data using LLMs and traditional analytics methods. Responsibilities include delivering roadmap features, ensuring data quality, and potentially some React work, notifications, alert emails, scheduled reports, and third-party connectors. The role is open to candidates in the US and Brazil, with optional in-office work in NYC or Salt Lake City.
Good To Have:
  • Experience building API for external customers
  • Experience with analytics packages like Pandas or Polars
  • Experience with streaming analytics
  • Experience building evals for LLM-based tools to assess and improve accuracy
Must Have:
  • Extensive experience building & using web APIs, including handling authentication, authorization, caching, rate limiting
  • Experience with relational (transactional) databases, particularly PostgreSQL
  • Experience with analytics tools and technologies, such as Analytical SQL and modern analytical data platforms (Snowflake, Google BigQuery, DuckDB, Spark SQL)
  • Experience writing batch and streaming/interactive data processing pipelines using tools like Flink, Beam, Spark, Celery, Resque, Google Cloud Tasks, Temporal, or Inngest
  • Experience using LLMs and/or traditional ML techniques to build classifiers, data extractors, and summarizers

Add these skills to join the top 1% applicants for this job

data-analytics
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The Scrunch product involves acquiring and processing a lot of data, both using LLMs and more traditional analytics methods. In this role you will play a huge part in successfully delivering our roadmap and ultimately in giving our customers the tools they need to succeed in the AI era.

Because we are a small organization, this is a full stack role. While most of your work will be focused on building features related to our data pipelines, usage of LLMs, analytics APIs, etc., you'll need to do whatever is necessary to deliver value to our customers. This can include some light React work but also work creating notifications, alert emails, scheduled reports, connectors into third party systems, etc.

This role is open to candidates located in and legally authorized to work in the US. Scrunch is a remote organization, but in-office or hybrid work is possible for candidates based in the NYC or Salt Lake City metro areas (and we love to jam in person from time to time!)

For this role, we'd like to see candidates that:

  • 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

Scrunch AI 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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