Full-Time

ML Ops Engineer

Posted on 3/3/2023

The Climate Corporation

The Climate Corporation

501-1,000 employees

Digital agriculture company

Food & Agriculture
Data & Analytics
Hardware

Compensation Overview

$119,573 - $197,407Annually

Mid, Senior

San Francisco, CA, USA + 2 more

Required Skills
Kubernetes
Python
Software Testing
Tensorflow
Keras
Docker
AWS
Google Cloud Platform
Requirements
  • MS Computer Science, Engineering, Technology, Mathematics, Statistics, or related field with 3+ years of industry experience or BS + 5 years' experience
  • Hands on coding experience with Python building end-to-end systems as an MLOps Engineer, Machine Learning Engineer, Software Engineer, or equivalent
  • Experience in ML model development, orchestration, deployment, monitoring, support and creating and maintaining deployment pipelines with CI/CD tools
  • Experience with cloud computing platforms like AWS, GCP, or other cloud providers developing with containers (e.g., Docker, Kubernetes) in cloud computing environments
Responsibilities
  • Collaborate with data engineers, data scientists, and product teams to guide the translation of R&D prototypes into stable, testable, and maintainable production services
  • Develop and deploy tools and services for our team to accelerate the production lifecycle and assessment of production readiness
  • Help lead team members in executing continuous integration and continuous delivery (CI/CD) activities to release code into a Production environment
  • Act as a consultant within the Science Organization on software engineering principles, code quality, and performance optimization techniques
  • Apply software engineering rigor and best practices to machine learning, including CI/CD and automation
  • Build model performance monitoring capabilities and data monitoring tools
Desired Qualifications
  • Exposure to deep learning approaches and modeling frameworks (Py Torch, TensorFlow, Keras, etc.)
  • Familiarity with MLflow or similar platforms like Kubeflow or SageMaker
  • Experience building and evaluating machine learning models
  • Strong understanding of software testing, benchmarking, and continuous integration
  • Experience mentoring and teaching software development best practices to data scientists
  • Ability to translate complex technical concepts to collaborations, decision makers, and non-technical audiences

The Climate Corporation

The Climate Corporation

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Climate's mission is to help the world’s farmers sustainably increase productivity with digital tools. The next breakthrough in agriculture will utilize data and analytics to optimize the many decisions farmers must make throughout the growing season and in planning their operations.

Company Stage

M&A

Total Funding

$1.2B

Headquarters

St. Louis, Missouri

Founded

2006

Growth & Insights
Headcount

6 month growth

-18%

1 year growth

-15%

2 year growth

-10%

Benefits

Health Insurance

401K Plan

Work From Home

Maternity & Paternity Leave

Vacation & Paid Time Off

Paid Holidays

Sick Days

Free Lunch or Snacks

INACTIVE