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Staff Machine Learning Engineer
- New York, New York, United States
- New York, New York, United States
À propos
Staff Machine Learning Engineer ! As a pivotal member of our Machine Learning (ML) team, you'll spearhead the architecture and delivery of groundbreaking machine learning solutions across our platform. Your expertise will be instrumental in leading projects that demand innovative problem-solving, including the integration of cutting‑edge Generative AI into our products.
In this role, you'll have the chance to develop robust tools, systems, and infrastructure to bolster the development, monitoring, and management of our machine learning solutions. Leveraging your engineering prowess, you'll tackle challenges related to availability and scaling, ensuring the long‑term stability of our systems.
If you're passionate about pioneering the possibilities of Generative AI and want to be part of a team driving innovation at Workiva, we invite you to join us! Learn more about Workiva's Generative AI and be part of shaping the future of ML with us.
What You’ll Do Architect and Develop Solutions
Architect and deliver cutting‑edge ML solutions using MLOps and best practices, fostering creativity in project execution
Design systems to enable rapid ML development, high availability, and clear observability
Develop tools, systems, and automation to support ML solutions, ensuring efficiency, scalability, and rapid development
Collaborate and Lead
Collaborate closely with product teams to develop APIs, maintain ML infrastructure, and integrate machine learning features into products
Provide technical leadership, mentor less experienced ML engineers and scientists, and define team best practices and processes
Lead in the ML space by introducing new technologies and techniques, and applying them to Workiva's strategic initiatives
Communicate complex technical issues to both technical and non‑technical audiences effectively
Collaborate with software, data architects, and product managers to design complete software products that meet a broad range of customer needs and requirements
Ensure Reliability and Support
Deliver, update, and maintain machine learning infrastructure to meet evolving needs
Host ML models to product teams, monitor performance, and provide necessary support
Write automated tests (unit, integration, functional, etc.) with ML solutions in mind to ensure robustness and reliability
Debug and troubleshoot components across multiple service and application contexts, engaging with support teams to triage and resolve production issues
Participate in on‑call rotations, providing 24x7 support for all of Workiva’s SaaS hosted environments
Perform code reviews within your group’s products, components, and solutions, involving external stakeholders (e.g., Security, Architecture)
What You’ll Need Required Qualifications
Bachelor’s degree in Computer Science, Engineering or equivalent combination of education and experience
Minimum of 4 years in ML engineering or related software engineering experience
Proficiency in ML development cycles and toolsets
Preferred Qualifications
Familiarity with Generative AI
Strong technical leadership skills in an Agile/Sprint working environment
Experience building model deployment and data pipelines and/or CI/CD pipelines and infrastructure
Proficiency in Python, GO, Java, or relevant languages, with experience in Github, Docker, Kubernetes, and cloud services
Proven experience working with product teams to integrate machine learning features into the product
Experience with commercial databases and HTTP/web protocols
Knowledge of systems performance tuning and load testing, and production‑level testing best practices
Experience with Github or equivalent source control systems
Experience with Amazon Web Services (AWS) or other cloud service providers
Ability to prioritize projects effectively and optimize system performance
Working Conditions
Less than 10% travel
Reliable internet access for remote working opportunities
Workiva supports employees in working where they work best - either from an office or remotely from any location within their country of employment.
How You’ll Be Rewarded
Salary range in the US: $163,000.00 - $261,000.00
A discretionary bonus typically paid annually
Restricted Stock Units granted at time of hire
401(k) match and comprehensive employee benefits package
Employment decisions are made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other protected characteristic.
Workiva is committed to working with and providing reasonable accommodations to applicants with disabilities.
Workiva employees are required to undergo comprehensive security and privacy training tailored to their roles, ensuring adherence to company policies and regulatory standards.
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Compétences linguistiques
- English
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