Description review
Senior Software Engineer, Billie AI team
Collectly · Serbia · back to the listing
HR standards
64/100
needs work
Title ↔ description
75/100
solid
Reads as
Backend Engineer
83% confident
What this role officially is
software developer — ESCO, the EU occupation classification
Software developers implement or program all kinds of software systems based on specifications and designs by using programming languages, tools, and platforms.
Also known as: application developer, application programmer, solutions developer, programmer, software specialist, application software developer
How others title the same work
Large employers
- Software Engineer - OpenStack Canonical
- C, Golang Software Engineer working on dqlite, a Raft extension for SQLite Canonical Ltd.
- Containerization & Virtualisation Engineer Canonical Ltd.
- Go (Golang) Software Engineer, Developer Tooling and Containers Canonical Ltd.
- Golang Engineer Canonical Ltd.
Startups
- Anterior (Sequoia-backed, Series B) | Senior Member of Technical Staff | On-Site (New York, NY) | Full Time | $230,000–$300,000 + equity Anterior (Sequoia-backed, Series B)
- BitPay | Senior Backend Software Developer | Atlanta, GA | REMOTE (US) | BitPay
- Distributed Systems Engineer Beam
- Software Engineer, Platform Beam
- Blaine, WA | CaseLight Systems Inc. (CSI) | Solo Founder | Remote (US Only) | Founding Systems Engineer | FULL EQUITY (30% Stake) Blaine, WA
What the listing never says
- 17 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
- No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity
The listing, marked up
Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
Key responsibilities
What you'll do
• Build and improve AI voice and chat agents that handle thousands of patient conversations every day.
• Work on real-time systems where low latency, high concurrency, and reliability are critical.
• Develop AI-powered cost estimation algorithms using LLMs and statistical analysis of historical data.
• Analyze production data, identify patterns, form hypotheses, test hypotheses, improve accuracy.
• Design backend systems that handle high traffic, external integrations, and complex workflows.
• Own features end to end. From understanding the business problem to implementation, production monitoring, and measuring results.
• Build metrics and dashboards to understand how our products perform and where they need improvement.
• Make pragmatic engineering decisions. Know when to move fast and when correctness and reliability cannot be compromised.
• Challenge product ideas, propose better solutions, and defend your decisions with data and business reasoning.
Required qualifications
What we're looking for
• Strong Python and PostgreSQL experience.
• Solid system design skills. Ability to make and explain architectural decisions.
• Experience with data analysis, SQL, and building metrics to support decisions.
• Experience using AI coding tools in your daily workflow.
• Strong product and business thinking -- Ability to understand business requirements, evaluate trade-offs, and make decisions based on customer and business impact.
• End-to-end ownership -- Experience taking projects from initial requirements through design, implementation, deployment, and measuring results.
Nice to have
• Experience writing and evaluating prompts for production AI systems.
• Experience building AI-powered products.
Originally posted on Himalayas
What you'll do
• Build and improve AI voice and chat agents that handle thousands of patient conversations every day.
• Work on real-time systems where low latency, high concurrency, and reliability are critical.
• Develop AI-powered cost estimation algorithms using LLMs and statistical analysis of historical data.
• Analyze production data, identify patterns, form hypotheses, test hypotheses, improve accuracy.
• Design backend systems that handle high traffic, external integrations, and complex workflows.
• Own features end to end. From understanding the business problem to implementation, production monitoring, and measuring results.
• Build metrics and dashboards to understand how our products perform and where they need improvement.
• Make pragmatic engineering decisions. Know when to move fast and when correctness and reliability cannot be compromised.
• Challenge product ideas, propose better solutions, and defend your decisions with data and business reasoning.
Required qualifications
What we're looking for
• Strong Python and PostgreSQL experience.
• Solid system design skills. Ability to make and explain architectural decisions.
• Experience with data analysis, SQL, and building metrics to support decisions.
• Experience using AI coding tools in your daily workflow.
• Strong product and business thinking -- Ability to understand business requirements, evaluate trade-offs, and make decisions based on customer and business impact.
• End-to-end ownership -- Experience taking projects from initial requirements through design, implementation, deployment, and measuring results.
Nice to have
• Experience writing and evaluating prompts for production AI systems.
• Experience building AI-powered products.
Originally posted on Himalayas