Forward Deployed Engineer, Data

First Resonance; Los Angeles (CA); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Health Insurance

Parental Leave

Employee Stock Option Plan

Team outings

Paid holidays, sick days

Flexible Friday and PTO

401K

Job summary

First Resonance is hiring a Forward Deployed Engineer, Data to turn fragmented manufacturing data into durable data products and pipelines. You will own end-to-end customer data solutions, from discovery and architecture to deployment and operation, working with cross-functional teams and customer IT groups.

The role is hands-on and customer-facing, requiring strong Python/SQL skills, data modeling, and experience with modern data tooling.

Qualifications

• 5+ years of experience building production data systems.
• Strong programming in Python and SQL with data modeling.
• Experience building and operating data pipelines across APIs, databases, streams, and cloud platforms.
• Knowledge of data-quality, observability, and access control concepts.
• Ability to translate ambiguous problems into clear technical plans and communicate tradeoffs.

Responsibilities

• Lead end-to-end customer data solutions from discovery to deployment.
• Build reliable data pipelines across ION and customer systems.
• Model complex manufacturing operations into clear data models.
• Establish data validation, observability, lineage, and access controls.
• Turn deployments into reusable pipelines and platform improvements.
• Partner with stakeholders and manage risk to ensure customer outcomes.

Skills

Data engineering

Python

SQL

Data modeling

Testing & version control

Code review

Distributed systems

Customer-facing communication

Tools

AWS

dbt

Airflow

Dagster

Kafka

Job description

Why this role matters

First Resonance builds the ION Factory OS — the operating system powering next-generation manufacturing for companies building rockets, satellites, eVTOLs, clean energy systems, robotics, and autonomous vehicles.

Our customers generate critical data across ION, ERP, PLM, quality, finance, procurement, equipment, and homegrown systems. That data only creates value when it is trustworthy, connected, and available at the moment a factory team needs to make a decision. We are hiring a Forward Deployed Engineer, Data to turn fragmented manufacturing data into durable, production-grade data products and pipelines.

This is a hands-on, customer-facing engineering role. You will work directly with customer data, manufacturing, and IT teams and partner closely with Forward Deployed Engineering, Product, and Engineering. You will move from an ambiguous operational question to a deployed solution — designing the architecture, writing production code, validating the data, launching with users, and keeping it reliable.

What you’ll own

• Deliver customer data solutions end to end: Lead discovery, requirements, architecture, implementation, testing, go-live, documentation, and operational handoff for high-value customer use cases.

• Build reliable data pipelines: Ingest, transform, reconcile, and serve data across ION and customer systems using APIs, webhooks, event streams, batch workflows, and modern data tooling.

• Model complex manufacturing operations: Translate parts, bills of materials, work orders, inventory, quality, labor, costs, and engineering changes into clear and maintainable data models.

• Make data trustworthy: Establish validation, observability, lineage, access controls, retry and backfill patterns, and incident-response practices so customers can depend on production data.

• Turn deployments into product leverage: Convert successful customer work into reusable pipelines, semantic models, reference architectures, test harnesses, runbooks, and platform improvements.

• Lead through ambiguity: Set expectations with technical and nontechnical stakeholders, surface risks early, make practical tradeoffs, and remain accountable for the customer outcome.

What we’re looking for

• 5+ years of experience in data engineering, software engineering, analytics engineering, or another role building production data systems.

• Strong programming ability in Python and fluency with SQL, data modeling, and software-engineering practices such as testing, version control, and code review.

• Experience building and operating data pipelines across APIs, transactional databases, event streams, object storage, and cloud data platforms.

• Sound judgment around distributed-system and data-quality failure modes, including idempotency, ordering, schema evolution, reconciliation, observability, and access control.

• Ability to work directly with customers, turn ambiguous operational problems into clear technical plans, and communicate tradeoffs to both engineers and business leaders.

Nice to have

• Experience with manufacturing, supply-chain, ERP, PLM, MES, quality, or industrial data.

• Experience with AWS and modern data technologies such as dbt, Airflow or Dagster, Kafka or similar event systems, and cloud warehouses or lakehouses.

• Experience designing metrics layers, analytical data products, or operational reporting used by frontline teams.

• Familiarity with enterprise security, regulated environments, air-gapped networks, or customer-managed infrastructure.

• Experience in a customer-facing technical role such as forward deployed engineering, solutions architecture, technical consulting, or implementation engineering.

Benefits & Perks

• Health Insurance; medical, vision, dental, & life insurance.

• Paid Parental Leave.

• Employee Stock Option Plan.

• Team outings, group lunches, open office, happy hours.

• Paid holidays, sick days.

• Flexible Friday and PTO.

• 401K.

First Resonance is an equal opportunity employer dedicated to building an inclusive and diverse workforce.

First Resonance participates in E-Verify. As part of our onboarding process, a new hire's Form I-9 information will be shared with the federal government to confirm they are authorized to work in the U.S.

Pay is based on factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience and skillset, and location.

First Resonance accelerates the speed and reliability of hardware development for companies manufacturing the next generation of hardware products. This includes space exploration, electric airplanes, autonomous vehicles, nuclear reactors, robotics, and more. We are a group of software, hardware, and manufacturing engineers that are bringing the best of modern UX and data science to an industry that has been overly rigid in its innovation. We are removing the barriers preventing radical advancement by providing tools to manufacturing engineers and operators to move information more freely, collaborate with their teams more easily, and use the power of data to predict problems and provide insights that result in better hardware quality and delivery.