From Notebook to Production: ML Engineers Wanted

Sisu Data is hiring machine learning engineers who want to own features end-to-end — from Jupyter notebook experiments all the way to production deployment. The role focuses on turning first-party, streaming, and structured relational data into actionable business insights. Apply here.

Skip the Screening Gauntlet

Triplebyte runs its own centralized technical assessment, so engineers who pass can bypass initial screening at companies like Apple, Dropbox, Mixpanel, and Instacart. The pitch: make your job search O(1) instead of O(n).

High Scalability readers apparently score well: they're about 80% more likely to land in Triplebyte's top engineering bracket. Start with their multiple-choice quiz covering system design and coding.

Tools for Stateful Apps, Data Pipelines, and Real-Time Ops

FaunaDB for JavaScript State

Adding state to JavaScript apps is the FaunaDB use case, with a generous free tier to get started.

ETL Without the Code

Etleap positions itself as analyst-friendly, enterprise-grade ETL-as-a-service for Redshift and Snowflake warehouses and S3/Glue data lakes. Data engineers maintain pipelines without writing code, and analysts get data access in minutes rather than months. Customers include Okta and PagerDuty.

PerfOps for Real-World Performance Data

PerfOps ingests real-time performance data for CDN and DNS providers as measured by real users worldwide. The platform integrates with Alerts, Health Monitors, and FlexBalancer, which routes traffic across multiple CDNs, APIs, databases, or custom endpoints. A free account unlocks the full platform.

Activity Streams and Chat, API-First

Build, scale, and personalize news feeds and activity streams with getstream.io.

  • Free up to 3 million feed updates
  • Client libraries for Node, Ruby, Python, PHP, Go, Java, and .NET
  • Used in production by 400+ companies, including apps with 30 million users
  • Hiring DevOps and Python/Go developers in Amsterdam — see AngelList

Level Up on Interview Prep

Grokking the System Design Interview is a bestseller on Educative.io. A new subscription option grants unlimited access to every course at a discounted holiday rate, locked in for as long as you remain a subscriber.

Real-Time File Activity Monitoring

PA File Sight tracks file access on servers in real-time: who is opening, reading, moving, or deleting files, with user account, target file, and IP address in the audit trail. It delivers historical audit reports and real-time alerts, and can be used to stop ransomware, detect file copy activity, and support compliance audits. A key differentiator: it doesn't rely on Windows Native Auditing, so there's no meaningful overhead on the monitored server. The 30-day fully functional trial requires no sign-up.

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