BP
$179,000 – $224,000
Listed on Blumberg Portfolio’s own careers site. You apply with them directly — we never stand between you and the employer.
What this role is
This role leads the development of AI-native products at Addepar, a wealth management platform, taking systems from prototype to production at scale. It suits engineers with backend expertise and demonstrable experience shipping AI features who want to own the full lifecycle of LLM and agent-based products.
Our summary, not Blumberg Portfolio’s wording. The full posting is on their site.
Skills this role names
- Amazon Web Services (AWS)
- Databricks
- gRPC
- Kubernetes
- LangChain
- LLMs (Large Language Models)
- MLflow
- Prompt Engineering
- Python
- Vector Databases
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What they ask for
Required
- 3-6+ years of backend software engineering experience
- Production-grade system shipping and ownership track record
- Demonstrated experience with AI-native products or significant personal AI projects
- Deep ownership mindset and bias for action
- BS or MS in Computer Science, Statistics, Mathematics, or equivalent experience
- Legal authorization to work in the US without sponsorship
Nice to have
- Specific LLM and agentic systems experience
- Hands-on experience with modern AI/LLM ecosystem tools
- Advanced understanding of probabilistic systems in LLMs
- Experience building AI products in accuracy-sensitive domains like finance