Workiva

Machine Learning Engineer

Job description

Summary
The Machine Learning Engineer contributes to delivering machine learning (ML) infrastructure solutions across Workiva with the goal of improving quality, reliability, and efficiency of ML services. The role develops tools, systems, and automation to help monitor, measure, manage, and make transparent Workiva’s machine learning models. The ML Engineer analyzes issues that prevent availability or scaling and derives solutions that provide long-term stability.

What You'll Do

Deliver, update, maintain machine learning model training infrastructure
Implement systems to enable rapid ML development, high availability, and clear observability
Write automated tests (unit, integration, functional, etc) with ML solutions in mind
Implement APIs with product teams to access Workiva’s ML models
Responsible for serving/hosting ML models to product teams including monitoring
Debug and troubleshoot components across multiple service and application contexts
Engage with support teams in triaging and resolving production issues
Participate in on-call rotations which include 24x7 support of all of Workiva’s SaaS hosted environments
Perform Code Reviews within your group’s products, components, and solutions; involve external stakeholders (Ex. Security, Architecture) where appropriate
Communicate complex technical issues to both technical and non-technical audiences
Estimate your own work with guidance

What You'll Need
Education

Undergraduate Degree or equivalent combination of education and experience in a related field.

Experience

2+ years in a related field

Required

Basic understanding of the machine learning development cycle
Excellent verbal, written, and interpersonal communication skills
GitHub or other distributed VCS
Go, Python
Docker, Kubernetes
Experience with Amazon Web Services or Google App Engine, etc.
Demonstrated proficiency in programming to include a solid foundation in computer science, with competencies one or more of: data structures, algorithms, object-oriented software design, and working with cloud-based distributed systems.

Preferred

Debugging complex systems or applications
Knowledge of HTTP and web protocols
Using one or more commercial databases
Working in an agile development environment
Developing for service oriented architecture
Exceptional organizational skills with the ability to multitask and manage multiple processes, programs, and procedures simultaneously while working under pressure to meet deadlines
Systems performance tuning and load testing
Working with product teams to integrate machine learning features into the product
Production-level testing best practices (signals tests, load testing for ML services, etc) and optimizing models to work at scale

Working Conditions & Physical Requirements

Reliable internet access for any period of time working remotely, not in a Workiva office

How You'll Be Rewarded

Base Pay Range in Colorado: $111,000 - $145,000
A discretionary bonus typically paid annually
Restricted Stock Units granted at time of hire
401(k) match

The base pay range represents the low and high end of the hiring range for this job. Actual pay will vary and may be above or below the range based on various factors including but not limited to relevant skills, experience, and capabilities.

Where You’ll Work

Our values drive how we work and who we hire. You will see these values ingrained in how we support our customers, work with team members, build our products and in the work environment we’ve created.

Customer Success: Always delight our customers.

Trust: Rely on each other.

Integrity: Do the right thing, every time.

Collaboration: Share resources and work together.

Innovation: Keep creating solutions and finding better ways.

Inclusion: Support a diverse community where we all belong.

Accountability: Be responsible for your success and failure.

We believe our people are our greatest asset, and our unique culture gives employees the opportunity to make an impact everyday. We give our employees the freedom and resources they need—backed by our culture of collaboration and diverse thought—to continue innovating and breaking new ground. We hire talented people with a wide range of skills and experiences who are eager to tackle some of today’s most challenging problems.

At Workiva, you’ll enjoy:
Fantastic Benefits: With coverage starting day one, choose from competitive health, dental, and vision plans on the largest physician networks available.

Casual Dress: Workiva has a casual work environment, most people wear jeans to the office.

Involvement: Ability to participate in Employee Resource Groups, (Women in Tech, Women in Sales, Ethnic Diversity, Veterans, Rainbow (LGBTQ), Remote Employees, Caregiving) Volunteering, Company wide celebrations, and more

Work-life Balance: We have competitive PTO, VTO and Parental Leave. We encourage employees to spend time enjoying life outside of work.

Learn more about life at Workiva: www.linkedin.com/showcase/workiva-life-and-careers/

Learn more about the company: https://www.linkedin.com/company/workiva/

Learn more about benefits: https://www.workiva.com/careers/benefits

Workiva is an Equal Employment Opportunity and Affirmative Action Employer. We believe that great minds think differently. We value diversity of backgrounds, beliefs, and interests, and we recognize diversity as an important source of intellectual thought, varied perspective, and innovation. 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. To request assistance with the application process, please email talentacquisition@workiva.com.

Workiva supports employees in working where they work best - either from an office or remotely from any location within their country of employment. Effective October 18, 2021, proof of COVID-19 vaccination is required to visit any Workiva office, attend in-person meetings, or travel for business purposes.

Please let the company know that you found this position on this Job Board as a way to support us, so we can keep posting cool jobs.