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Full-Time

Senior Machine Learning Engineer

Posted on 6/28/2024

ZoomInfo

ZoomInfo

1,001-5,000 employees

B2B database and multiplatform revenue tools

Data & Analytics

Senior, Expert

Remote in USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Kubernetes
Python
Data Science
Tensorflow
Docker
Requirements
  • Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
  • At least 8 years of experience in deploying machine learning models into production with expertise in MLOps tools and methodologies.
  • Strong programming skills in Python and relevant MLOps libraries/frameworks.
  • Familiarity with tools like Docker, Kubernetes, TensorFlow Serving, or similar for model deployment.
  • Understanding of data engineering and pipeline optimization.
  • Excellent teamwork and communication skills for cross-functional collaboration.
  • Strong analytical and problem-solving abilities.
  • Commitment to staying updated with MLOps trends.
  • Knowledge of data privacy regulations.
  • Leadership experience in deploying machine learning solutions.
  • Focus on delivering scalable ML solutions for business growth.
Responsibilities
  • Lead the deployment of advanced machine learning models into production environments, ensuring their robustness and scalability.
  • Design and optimize data pipelines for efficient and seamless model deployment, leveraging best practices in MLOps.
  • Collaborate closely with cross-functional teams to understand deployment requirements and translate them into actionable strategies.
  • Spearhead the adoption of cutting-edge MLOps methodologies and best practices to streamline deployment processes.
  • Implement effective version control and model tracking to maintain a reliable model deployment pipeline.
  • Monitor deployed models for performance and make necessary improvements or updates as required.
  • Ensure compliance with data privacy and security regulations throughout the deployment process.
  • Provide technical leadership in troubleshooting and resolving production deployment issues promptly.
  • Document deployment processes and create guidelines for team members to follow best practices.
  • Stay updated with the latest advancements in MLOps and machine learning deployment techniques to continuously improve deployment practices.

ZoomInfo is a leading provider of B2B database services and multiplatform operating systems tailored for revenue teams. This company sets industry standards with a comprehensive GTM platform, combining sales, marketing, and conversation intelligence. Its focus on equipping revenue teams with robust tools for prospecting, ABM, conversion, and data hygiene makes it an attractive workplace for professionals looking to impact the business growth landscape.

Company Stage

N/A

Total Funding

$7M

Headquarters

Vancouver, Washington

Founded

2007

Growth & Insights
Headcount

6 month growth

2%

1 year growth

8%

2 year growth

18%