Backend Engineer, Models

Meter
San Francisco
Workplace: RemoteFull timeUSD 160,000 - 230,000 annuallyFunction: Software EngineeringSkills: ["Python","Go","Kafka","Postgres","Clickhouse","AWS","Azure","CI/CD"]

Build and maintain the core data interface powering model development, experimentation, evaluation, and real-time inference for a neural network–driven networking platform. Design scalable data pipelines (ingest, transform, serve) across Kafka, Postgres, and Clickhouse; implement API versioning and CI/CD to evolve data schemas; collaborate with modelers in an early-stage environment to ship reliable, scalable systems.

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FursaFursa
Meter
Meter
1 year ago

Backend Engineer, Models

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Source: Company careers pageValidated by: Fursa AI
Last checked: 23 hours agoStatus: Live

Job Summary

Build and maintain the core data interface powering model development, experimentation, evaluation, and real-time inference for a neural network–driven networking platform. Design scalable data pipelines (ingest, transform, serve) across Kafka, Postgres, and Clickhouse; implement API versioning and CI/CD to evolve data schemas; collaborate with modelers in an early-stage environment to ship reliable, scalable systems.
Location: San Francisco
Workplace: Remote
Employment Type: Full time
Job Function: Software Engineering

Key Responsibilities

  • •Design and implement the Models API: a unified interface for accessing training, evaluation, and deployment data across raw, transformed, and feature-engineered layers
  • •Ensure backwards compatibility and feature versioning across constantly evolving schemas
  • •Build scalable pipelines for ingesting, transforming, and serving petabytes of data across Kafka, Postgres, and Clickhouse
  • •Create CI/CD workflows that evolve the API in lockstep with changes to the underlying data schema
  • •Enable fine-grained querying of historical and real-time data for any network, at any point in time

Pay and Benefits

Salary: USD 160,000 - 230,000 annually
Equity and Bonus:Equity
Perks:Health InsuranceVision401kFlexible TimeCommuter BenefitsParential LeaveMeal Allowance

Key Requirements

  • •Have experience designing large-scale data infrastructure, ideally across batch and streaming modes.
  • •Think deeply about schema design, versioning, and data quality.
  • •Care about making systems simple to use and hard to misuse.
  • •Enjoy partnering closely with research or modeling teams.
  • •Thrive in early-stage environments and like building from scratch.
Experience:Data infrastructureMachine learningDistributed systems
Skills:PythonGoKafkaPostgresClickhouseAWSAzureCI/CD
Languages:English
Tech Stack:KafkaPostgresClickhousePythonGoAWSAzure

Company Brief

Meter
Meter provides enterprise internet infrastructure (internet, wired, Wi‑Fi, and cellular) delivered as a unified full‑stack service combining hardware, firmware, software, deployment operations, and support for businesses and large campuses.
Industry: Telecommunications
Company Size: Medium (51 to 250 employees)
Growth: Scaleup
Funding: Series C
Headquarters: San Francisco, United States
Founded: 2015
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Glassdoor: 3.7
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