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Data Engineer

First Resonance

First Resonance

Software Engineering, Data Science
Posted on Nov 2, 2024

Data Engineer

We're looking for a full-time Data Engineer to join us in our mission of bringing the ION Factory OS to next-generation hardware builders around the globe. Our newest recruit will join the First Resonance team in Los Angeles, CA (HQ in Downtown) and become foundational members of the First Resonance team.

Are you excited by the opportunity to assist manufacturers working on eVTOLS, rockets, robots, and autonomous vehicles? The most important characteristic of our product team is their interest and eagerness to support companies that are tackling some of society’s greatest challenges such as climate change, space exploration, and autonomous transportation.

With this role, you will join a diverse team with a wide range of backgrounds and experiences. We pride ourselves on being fast learners, quick-thinkers, and agile executors. While a spur-of-the-moment ping pong tournament is occasionally required, our number one priority is always assisting our ION customers with our manufacturing platform. If you want to play a key role in the future of hardware and Industry 4.0, come join us!

Responsibilities:

  • Design, build, and optimize data pipelines for processing and transforming large volumes of structured and unstructured data.

  • Manage and monitor data infrastructure for reliability, scalability, and performance, collaborating with DevOps for CI/CD support.

  • Leverage dbt to transform, clean, and structure data for analytics, ensuring high data quality across models and pipelines.

  • Integrate external APIs and data sources, including GraphQL APIs, to enrich datasets for analytics and reporting.

  • Utilize AWS services to deploy and manage data infrastructure, ensuring cost-efficient and high-performing cloud usage.

  • Collaborate with internal teams to support data-driven projects, create interactive reports, and enable data access for stakeholders.

  • Oversee and maintain customer-facing data products (e.g., ION Analytics and Autoplan) to meet client needs and quality standards.

Qualifications

  • 6+ years of relevant Data Engineering technical experience.

  • Strong problem-solving and analytical skills.

  • Extensive proficiency in Python and SQL.

  • Experience in modern orchestration tools such as Airflow, Dagster, etc.

  • Proficiency in dbt (Data Build Tool) for data transformations, managing data models, and ensuring data quality within the analytics stack.

  • Experience with GraphQL, including querying, manipulating, and transforming data from GraphQL APIs to integrate into broader data pipelines.

  • Hands-on experience with modern analytics warehouses (e.g. Snowflake, BigQuery, etc).

  • Strong proficiency in AWS services (S3, RDS, EKS, ECR, etc.)

  • Collaborate on large-scale datasets and external API integration for enriched data.

  • Understanding of data lifecycles, data computation principles, data stores and a solid understanding of CI/CD principles.

  • Up-to-date on latest industry trends; able to articulate trends and potential clearly and confidently.

  • Must be self-directed and comfortable supporting the data needs of multiple teams, systems, and products.

Desired Qualifications:

  • Architect, design, and implement scalable and efficient data pipelines and systems.

  • Familiarity with data governance and how that relates to compliance frameworks such as SOC2, GDPR, etc.

  • Familiarity with Machine Learning (ML) workflows, including data preparation for ML models, training, and model deployment, with a focus on ML infrastructure and MLOps.

  • Expertise in Business Intelligence (BI) tools such as Sigma Compute, Looker, Tableau

  • Familiarity with open-source file formats for storing data, such as Parquet, Avro, etc.

  • Experience with lake house frameworks, such as Iceberg or Delta Lake.

  • Customer-facing experience with data solutions, with an ability to communicate effectively with stakeholders, understand business requirements, and translate technical data solutions into value-driven outcomes.

This role may be a fit for you if you enjoy solving problems with resourceful thinking, collaborating across departments, and flexing your creative muscle.

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. Certain roles may be eligible for incentive compensation, equity and benefits.

Pay Range

$180,000—$220,000 USD

First Resonance accelerates the speed and reliability of hardware development for companies manufacturing the next generation of hardware products. This includes electric airplanes, autonomous vehicles, 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.