Full-Time

Machine Learning Ops Engineer

Updated on 2/21/2025

Gamechanger

Gamechanger

1-10 employees

Live game streaming, scorekeeping app for sports

Consumer Software
Entertainment

Compensation Overview

$130k - $160kAnnually

Mid

Remote in USA

Candidates must be based in the US, and the company cannot hire in AK, DE, HI, IA, LA, MS, MT, OK, and SC.

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Operations & Logistics
Required Skills
Python
Tensorflow
Pytorch
Machine Learning
Computer Vision

You match the following Gamechanger's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
  • Track record of building robust maintainable machine learning infrastructure.
  • Proven expertise in designing and managing large-scale, distributed machine learning systems.
  • Ability to own projects from design to implementation, comfortable operating autonomously.
  • Strong programming skills in Python and experience with popular computer vision and machine learning libraries such as PyTorch and Tensorflow.
  • Strong communication skills, capable of sourcing technical requirements from multiple stakeholders.
  • A forward-thinking engineer with a passion for building tools and systems that empower others.
Responsibilities
  • Design and implement MLOps pipelines to automate model deployment to iOS, Android, and cloud infrastructure.
  • Manage the end-to-end lifecycle of computer vision models, including testing, integration, release, continuous monitoring and scaling in cloud environments.
  • Optimize cloud infrastructure for cost, performance, and efficiency.
  • Collaborate with machine learning engineers and data scientists to ensure optimal model performance, scalability, and reliability.
  • Develop reusable tools and frameworks to simplify future model deployments and reduce friction for other engineers.
  • Stay up to date with the latest industry trends in MLOps and machine learning deployment technologies, bringing innovative solutions to enhance our capabilities.
  • Help build a world-class ML practice at GC.
Desired Qualifications
  • Experience managing high throughput, scalable machine learning deployments, particularly in computer vision.
  • Experience with containerization and orchestration technologies (e.g., Docker, ECS, Kubernetes).
  • Familiarity with cloud services, Terraform and AWS experience preferred.
  • Proven ability to optimize and deploy models to iOS and Android.
  • Understanding the pros and cons of running a model on the edge vs the backend, and how to help make those decisions a plus.
  • Our backend APIs are built with TypeScript, Node.js, Redis, Kafka, and PostgreSQL and run in AWS. It's not required that you know these, but we prefer that you are open to full-stack development.

GameChanger provides an app for live game streaming and advanced scorekeeping for youth sports teams, utilizing live streaming and advanced scorekeeping technologies to enhance the experience for coaches, players, and fans.

Company Size

1-10

Company Stage

M&A

Total Funding

$10.2M

Headquarters

Hamburg, Germany

Founded

2009

Simplify Jobs

Simplify's Take

What believers are saying

  • Growing demand for real-time sports analytics boosts GameChanger's market potential.
  • Youth sports streaming interest increases, with parents willing to pay for premium content.
  • AI-driven video analysis advancements can enhance GameChanger's offerings significantly.

What critics are saying

  • Increased competition from cheaper sports analytics apps threatens GameChanger's market share.
  • Privacy concerns over data collection may lead to regulatory challenges for GameChanger.
  • Security breaches in similar apps raise concerns about data security and user trust.

What makes Gamechanger unique

  • GameChanger offers free access for coaches and scorekeepers, unlike many competitors.
  • The platform provides real-time scorekeeping and stats for amateur sports teams.
  • GameChanger integrates live GameStream plays and recap stories, enhancing user engagement.

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Benefits

Remote Work Options

Unlimited Paid Time Off

Paid Volunteer Opportunities

Home Office Stipend

Snack Stipend

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

401(k) Company Match

Generous Parental Leave

DICK’S Sporting Goods Teammate Discount