Software Engineer

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Jump: AI for Wealth Managers

Jump is an innovative company that leverages artificial intelligence to revolutionize wealth management. The company is experiencing rapid growth and actively seeks talented individuals to join their dynamic team. Based in Salt Lake City, Utah, Jump offers flexible remote work opportunities, with the occasional requirement for team members to fly in for personal interactions.

Technological Framework

Jump's technological stack is robust and primarily centered around Elixir/Phoenix/LiveView with minimal dependencies. This enables efficient code management and feature integration. The platform encompasses approximately 30 integrations, each maintaining a consistent client interface facilitated by Tesla and the Finch adapter. Code consistency is a hallmark, ensuring seamless functionality across the board.

The company utilizes the latest LiveView features and integrates Tailwind for styling, alongside default esbuild for JavaScript management. Furthermore, Jump employs distributed Elixir with libcluster adapted for Kubernetes (k8s), enhancing system scalability and performance.

Testing and Development Practices

Testing is an integral part of Jump's development process. LiveView tests are standard, complemented by wallaby for end-to-end tests involving JavaScript. The coding process is structured to provide developers complete responsibility and authority over their code, avoiding gatekeeping and promoting a sense of ownership. Merges necessitate at least one review, fostering collaborative quality assurance.

Jump moves at a remarkable pace, routinely deploying bug fixes and small feature updates. Significant features are frequently conceptualized and implemented within days. The use of automatic staging environments for each pull request streamlines the development cycle, allowing for efficient testing and deployment.

AI and Innovative Solutions

The company delves heavily into cutting-edge technologies involving large language models (LLMs) from OpenAI and Anthropic. Their framework is designed to facilitate prompt routing to various models and experimentation with new prompts and models. Jump employs advanced techniques like prompt caching, JSON mode, and function calling to enhance AI functionalities.



They host their own embeddings using pgvector and incorporate Rust/Rustler and C/NIF into their software solutions, showcasing their commitment to pioneering advancements. The adapter pattern is frequently used, facilitating effortless integration of new solutions and systems.

Infrastructure and Security

The entire infrastructure of Jump is managed through Terraform, ensuring a cohesive and reproducible setup across GitHub, Cloudflare, and other providers. The hosting is conducted on GCP, with Kubernetes orchestrated on Google Kubernetes Engine (GKE), which eliminates the need for YAML configurations.

Jump emphasizes security and reliability, operating on PostgreSQL 15 on Cloud SQL with provisions for additional read replicas as needed. The company's systems are SOC 2 compliant, verified through Vanta, ensuring top-tier security protocols.

Company Culture and Opportunities

Jump comprises a team of four full-time U.S.-based developers and three international contractors, all contributing to its explosive growth trajectory powered by substantial revenue backing and exceptionally low churn rates. The company recently secured a $4.6 million seed round, providing financial stability and opportunities for expansion.

Jump offers a competitive benefits package, including health insurance, a 401k (without a current match), and flexible PTO policies. They foster an environment conducive to founders-minded developers, empowering them to understand the business, engage with customers, and take the initiative in driving forward-thinking solutions.



This job offer was originally published on RemoteOK

Jump

Salt Lake City, Utah

Software development

Full-time

December 17, 2024

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