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Backend Technical Staff Member

additiveaiSan Francisco, California
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Qualifications5+ years of experience in backend system development, with a focus on delivering quality and understanding the underlying rationale for design decisions. Proficiency in machine learning integration, cloud technologies, and database management is essential.

About the job

About You

As a remarkable builder, you seek significant responsibility and impact, boasting a proven track record of insightful and practical decision-making. You have designed, constructed, and sustained backend systems that effectively address intricate challenges with straightforward and resilient code. Passionate about overcoming new obstacles, you excel at identifying third-party tools that align with our needs, while efficiently creating solutions that are scalable and capable of managing edge cases. You genuinely enjoy the process of building and are eager to contribute as a vital team member among like-minded individuals.

Responsibilities

  • Develop the foundational systems that deploy our machine learning capabilities in both training and production, establish metrics systems for swift iteration and analysis, and assist in enhancing the performance of both through your judgment in optimizing for changing technical and product needs.

  • Lead technology and architectural decisions for Additive's core services, which will empower us to quickly build and refine user experiences that enable our clients to excel in their work.

  • Design and implement the integration of ML inference, monitoring frameworks, Large Language Model (LLM) interactions, application layers, and tax-related business logic into our primary systems.

  • Establish database layers that support business logic and applications within our systems, along with a data integration strategy involving external vendor APIs and interfaces.

  • Collaborate with the team on effective CI/CD systems to accelerate our collective progress.

  • Engage directly with accountants to understand their requirements and how we can best create a product they will truly appreciate.

  • Expected to operate independently and with sound judgment to deliver substantial value while navigating both technical and market constraints.

Requirements

  • A minimum of 5 years of experience working on backend systems with significant ownership over what was built and the rationale behind it, preferably for systems handling substantial data or ML workloads.

  • Familiarity with ML concepts and experience integrating ML inference and monitoring functionalities into business applications.

  • Proficient in Python, cloud platforms such as GCP/AWS, container technologies (e.g., Docker, Kubernetes, serverless architectures), and various database and storage solutions (e.g., Postgres, SQL, S3/GCS, Redis).

  • This position requires full in-person attendance five days a week in downtown San Francisco.

About additiveai

AdditiveAI is at the forefront of leveraging machine learning technologies to empower businesses. Our team is dedicated to crafting innovative solutions that enhance productivity and create meaningful user experiences.

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