Experience working outside of framework‑centric web applications.
Hands‑on experience integrating large language models (e.g., OpenAI, Claude) into software systems.
Using LLMs to support analysis, summarization, and documentation, rather than to drive autonomous decision‑making.
Ability to clearly define where AI adds value and where deterministic logic is required.
Experience designing systems where AI‑assisted outputs are reviewed, validated, and approved by humans.
Strong understanding of accountability, auditability, and correctness in AI‑supported workflows.
Ability to design guardrails that prevent AI outputs from being treated as authoritative without validation.
Strong sense of ownership and accountability, consistently delivering high-quality work on time with minimal supervision.
Excellent communication and collaboration skills, able to work effectively with cross-functional teams and stakeholders and clearly articulate technical concepts.
Self-motivated and proactive, with the ability to work independently and drive technical initiatives forward.
Experience building deterministic analysis pipelines with repeatable and explainable behavior (nice to have).
Familiarity with architectures where AI is used purely as an interpretation or assistance layer, not as the core logic (nice to have).
Tech Stack
Python
Benefits
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