Full-Time

Lead ML Infra Engineer

Machine Learning & Data Infrastructure

Posted on 11/27/2024

Upwork

Upwork

10,001+ employees

Online platform connecting freelancers and clients

Consulting
Enterprise Software

Compensation Overview

$180k - $270kAnnually

+ Annual Bonus + Equity Incentive Program

Senior, Expert

Remote in USA

Remote-first organization; hiring in 19 states.

Category
Applied Machine Learning
AI & Machine Learning
Requirements
  • Passion for ML Infrastructure: We value enthusiasm for advancing ML infrastructure.
  • Proven Impact: Show us your track record of delivering impactful solutions.
  • Innovative Thinker: Bring creativity and fresh ideas to the table.
  • Technical Proficiency: Solid foundation in software engineering and ML concepts.
  • Collaborative Mindset: Strong communication and teamwork skills are a must.
  • Continuous Learner: Stay updated with the latest advancements in the field.
  • Problem-Solving Skills: Ability to tackle complex problems effectively.
  • Adaptability: Thrive in a fast-paced, dynamic environment.
Responsibilities
  • Design, implement, and optimize distributed systems and infrastructure components to support large-scale machine learning workflows, including data ingestion, feature engineering, model training, and serving.
  • Develop and maintain frameworks, libraries, and tools to streamline the end-to-end machine learning lifecycle, from data preparation and experimentation to model deployment and monitoring.
  • Architect and implement highly available, fault-tolerant, and secure systems that meet the performance and scalability requirements of production machine learning workloads.
  • Collaborate with machine learning researchers and data scientists to understand their requirements and translate them into scalable and efficient software solutions.
  • Stay current with the latest advancements in machine learning infrastructure, distributed computing, and cloud technologies, and integrate them into our platform to drive innovation.
  • Mentor junior engineers, conduct code reviews, and uphold engineering best practices to ensure the delivery of high-quality software solutions.

Upwork connects freelancers with clients looking for various services in the gig economy, which focuses on short-term contracts instead of permanent jobs. The platform allows freelancers to create profiles that showcase their skills, while clients can post job listings for specific projects. Freelancers bid on these projects, and clients choose the best candidates based on proposals and reviews. Upwork earns revenue through service fees charged to freelancers based on their earnings, with a tiered structure that rewards long-term client relationships. The platform also offers premium memberships and additional services for enhanced visibility and access to job listings. Upwork provides tools for time tracking, invoicing, and project management, making it easier for both freelancers and clients to manage their work and payments. The goal of Upwork is to facilitate successful project completion by bridging the gap between freelancers and clients.

Company Stage

IPO

Total Funding

$143.8M

Headquarters

San Francisco, California

Founded

2015

Simplify Jobs

Simplify's Take

What believers are saying

  • Strategic partnerships with companies like KellyOCG and OpenAI expand Upwork's reach and enhance its service offerings.
  • The introduction of AI solutions like Uma positions Upwork at the forefront of the evolving gig economy, potentially increasing user satisfaction and engagement.
  • Upwork's diverse client base, ranging from small businesses to large enterprises, provides a stable and varied revenue stream.

What critics are saying

  • The competitive landscape, with platforms like 99Designs, requires Upwork to continuously innovate to maintain its market position.
  • Dependence on service fees means any changes in fee structure or user dissatisfaction could impact revenue.

What makes Upwork unique

  • Upwork's AI-driven innovations, such as the AI bot Uma, enhance the hiring and matching process, setting it apart from traditional freelance platforms.
  • The platform's comprehensive suite of productivity tools, including time tracking and project management, offers a seamless experience for both freelancers and clients.
  • Upwork's tiered fee structure incentivizes long-term client relationships, unlike competitors with flat fee models.

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