Harnham ยท 4 days ago
Backend Engineer
Harnham is a simulation-focused engineering organization building systems to evaluate complex autonomous technologies. They are seeking a Backend Engineer to design and operate a metrics platform that supports statistical evaluation at scale, collaborating closely with various teams to ensure metrics are reliable and performant.
AnalyticsConsultingInformation TechnologyMarketing
Responsibilities
Own and evolve the metrics platform, including schemas, storage layouts optimized for high-volume writes and fast analytical reads, and clear versioning strategies
Build and maintain a framework for writing and running metrics, including interfaces, examples, local execution, and CI compatibility checks
Design and implement testing systems for metrics and pipelines, including unit, contract, and regression tests using synthetic and sampled data
Operate compute and storage systems in production, with responsibility for monitoring, debugging, stability, and cost awareness
Partner with metric authors and stakeholders across development, analytics, and QA to plan changes and roll them out safely
Qualification
Required
Strong experience using Python in production, including asynchronous programming (e.g., asyncio, aiohttp, FastAPI)
Advanced SQL skills, including complex joins, window functions, CTEs, and query optimization through execution plan analysis
Solid understanding of data structures and algorithms, with the ability to make informed performance trade-offs
Experience with databases, especially PostgreSQL (required); experience with ClickHouse is a strong plus
Understanding of OLTP vs. OLAP trade-offs and how schema and storage decisions affect performance
Experience with workflow orchestration tools such as Airflow (used today), Prefect, Argo, or Dagster
Familiarity with data libraries and validation frameworks (NumPy, pandas, Pydantic, or equivalents)
Experience building web services (FastAPI, Flask, Django, or similar)
Comfort working with containers and orchestration tools like Docker and Kubernetes
Experience working with large-scale datasets and data-intensive systems
Preferred
Ability to read and make small changes in C++ code
Experience building ML-adjacent metrics or evaluation infrastructure
Familiarity with Parquet and object storage layout/partitioning strategies
Experience with Kafka or task queues
Exposure to basic observability practices (logging, metrics, tracing)
Company
Harnham
Harnham has actively chosen to focus on Data and Analytics.
H1B Sponsorship
Harnham 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
2024 (1)
Funding
Current Stage
Growth StageTotal Funding
unknownKey Investors
BGF Ventures
2022-05-01Seed
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