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Atomic Machines · 8 hours ago

Senior Data Engineer

Emeryville, California

Full-time

Onsite

Senior Level

$170K/yr - $230K/yr

6+ years exp

Atomic Machines is ushering in a new era of micromanufacturing with its Matter Compiler™ technology platform. The Senior Data Engineer will design, implement, and maintain data pipelines and infrastructure to support manufacturing processes, collaborating closely with various engineering teams to ensure data integrity and optimize operations.

ManufacturingSemiconductor

H1B Sponsor Likely

Responsibilities

Design, build, and maintain scalable workflows for data collection, transformation, and storage

Process and analyze structured or semi-structured manufacturing data

Develop data pipelines to process and prepare data for ML model training and data analysis

Develop, customize, and maintain interactive dashboards, reports, and visualizations for experimentation results and business metrics

Ensure real-time data handling for ML applications (e.g., digital twins) and process monitoring

Work with inspection engineers/technicians to collect datasets and collaborate with process engineers to ensure quality control in manufacturing processes

Experience with real-time data processing frameworks (Apache Kafka, Spark Streaming, etc.)

Experienced with BI toolsets and data-visualization frameworks (including Apache Superset) for reporting and analytics

Build validation tests to compare in-house inspection algorithms with commercial tools

Establish process monitoring frameworks by creating data storage solutions and implementing structured labeling for process input parameters and associated outputs

Develop online statistics and analytics for process control and optimization

Analyze observable time-series data corresponding to different manufacturing process stages

Work with process engineers on data collection requirements and communicate those requirements to hardware designers

Collaborate with cross-functional teams, including process engineers, chemical engineers, materials scientists, simulation engineers, software developers, data scientists, and AI engineers, to optimize data workflows and improve operational efficiency

Qualification

Data engineeringBig-data processingPythonManufacturing processesData storage solutionsReal-time data processingData visualizationAnalytical mindsetAttention to data qualityCollaborationProblem-solving

Required

6+ years after Bachelor's / 4+ years after Master's of industry experience

A first-principles mindset — you question assumptions, reframe problems from the ground up, and approach challenges with a foundational understanding rather than relying solely on precedent

Proven experience in data engineering, data flows, and big-data processing

Proficiency in Python and programming languages such as SQL

Proficiency in data storage solutions (Data Lakes, Cloud Storage, SQL, NoSQL)

Understanding of manufacturing processes, sensors, and process automation

Industry-level experience in guiding and automating data collection and processing in manufacturing environments

Knowledge of DevOps practices

Strong problem-solving skills and ability to work in a collaborative, fast-paced environment

Strong analytical mindset, attention to data quality, and ability to translate complex data into clear insights for both technical and non-technical stakeholders

Bachelor's or Master's degree in Computer Science, Data Engineering, Data Science, or a related STEM field

Preferred

Experience in data science for manufacturing – e.g., building data-driven predictive pipelines using statistics- and/or ML-based methods

Experience with real-time data processing frameworks (Apache Kafka, Spark Streaming, etc.)

Experienced with BI toolsets and data-visualization frameworks (including Apache Superset) for reporting and analytics

Benefits

Equity

Benefits

Company

Atomic Machines

Atomic Machines are into MEMS micro- and nano-fabrication.

Founded in 2019

Berkeley, California, USA

51-200 employees

https://www.atomicmachines.com/

H1B Sponsorship

Atomic Machines has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2025 (4)

2024 (7)

2023 (3)