Lead ML Operations Engineer

1 month ago

San Francisco, United States ZipRecruiter Full time

Job Description

Company Overview: Welcome to the forefront of machine learning operations (MLOps) Our company is dedicated to leveraging the power of machine learning to drive innovation and transform industries. We're committed to developing cutting-edge ML solutions that deliver real-world impact and value to our customers. Join us and lead our team in shaping the future of MLOps.

Position Overview: As the Lead ML Operations Engineer, you'll be responsible for leading our MLOps efforts and driving the design, implementation, and optimization of infrastructure and processes for deploying, monitoring, and managing machine learning models at scale. You'll lead a team of talented engineers and collaborate closely with data scientists, software engineers, and DevOps teams to streamline the machine learning lifecycle and ensure reliable and efficient model operations. If you're a seasoned engineer with a passion for machine learning and a track record of designing and implementing MLOps solutions, we want you on our team.

Key Responsibilities:

  1. Technical Leadership: Lead and mentor a team of ML Operations Engineers, providing guidance, direction, and support in driving MLOps innovation and execution.
  2. Infrastructure Design: Design and implement scalable and reliable infrastructure for deploying and serving machine learning models, leveraging cloud platforms and containerization technologies.
  3. Model Deployment: Develop automated pipelines for deploying machine learning models into production environments, ensuring consistency, reliability, and reproducibility.
  4. Monitoring and Alerting: Implement monitoring and alerting systems to track model performance, data drift, and other metrics, enabling proactive detection and mitigation of issues.
  5. Model Versioning and Management: Establish version control and management processes for machine learning models, enabling easy tracking, rollback, and experimentation.
  6. Continuous Integration/Continuous Deployment (CI/CD): Implement CI/CD pipelines for automating model training, testing, and deployment, reducing time to market and improving agility.
  7. Scalability and Efficiency: Optimize the performance and scalability of machine learning infrastructure, leveraging techniques such as distributed computing, parallelization, and resource management.
  8. Security and Compliance: Ensure machine learning systems comply with security and privacy standards, implementing access controls, encryption, and other security measures as needed.
  9. Documentation and Best Practices: Document MLOps processes, best practices, and standards, providing guidance and training to data scientists and engineers.
  10. Collaboration: Collaborate with cross-functional teams, including data scientists, software engineers, and DevOps teams, to streamline the machine learning lifecycle and drive continuous improvement.
  11. Research and Innovation: Stay informed about the latest advancements in MLOps tools and technologies, exploring innovative approaches and techniques to enhance machine learning operations.

Qualifications:

  • Bachelor's degree or higher in Computer Science, Engineering, Mathematics, or related field.
  • 7+ years of experience in software engineering, DevOps, or related roles, with a focus on building and maintaining infrastructure for machine learning operations.
  • Leadership experience, with a demonstrated ability to lead and mentor a team of engineers.
  • Strong understanding of machine learning concepts and techniques, with experience working with data science teams and machine learning models.
  • Proficiency in programming such as Python, Java, or Scala, and experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
  • Experience with containerization technologies such as Docker and orchestration tools such as Kubernetes.
  • Familiarity with machine learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, or MLflow.
  • Experience with CI/CD pipelines, version control systems, and automation tools such as Jenkins, GitLab, or CircleCI.
  • Strong problem-solving skills and analytical thinking, with the ability to troubleshoot complex issues and optimize system performance.
  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams and communicate technical concepts to non-technical stakeholders.

Benefits:

  • Competitive salary: The industry standard salary for Lead ML Operations Engineers typically ranges from $150,000 to $250,000 per year, depending on experience and qualifications.
  • Comprehensive health, dental, and vision insurance plans.
  • Flexible work hours and remote work options.
  • Generous vacation and paid time off.
  • Professional development opportunities, including access to training programs, conferences, and workshops.
  • State-of-the-art technology environment with access to cutting-edge tools and resources.
  • Vibrant and inclusive company culture with opportunities for growth and advancement.
  • Exciting projects with real-world impact at the forefront of MLOps innovation.

Join Us: Ready to lead the charge in MLOps innovation? Apply now to join our team and shape the future of machine learning operations

#J-18808-Ljbffr

  • Lead ML Operations Engineer

    2 months ago

    San Francisco, United States Unreal Gigs Full time

    Company Overview: Welcome to the forefront of machine learning operations (MLOps)! Our company is dedicated to leveraging the power of machine learning to drive innovation and transform industries. We're committed to developing cutting-edge ML solutions that deliver real-world impact and value to our customers. Join us and lead our team in shaping the future...

  • Lead ML Engineer

    17 minutes ago

    San Francisco, United States KODIF Full time

    A Silicon Valley-based startup - KODIF - is seeking a talented and experienced Lead Machine Learning Engineer to join our team. As a key member of our engineering leadership, you'll play a crucial role in shaping our AI-driven customer experience solutions. About us: Kodif is a B2B seed-stage, venture-backed startup. We're empowering CX (customer...

  • ML Operations Engineer

    1 month ago

    San Francisco, United States RemoteWorker CA Full time

    Company Overview: Welcome to the forefront of machine learning operations! At our company, we're driving the next wave of AI revolution through cutting-edge ML operations technologies. Our mission is to develop scalable and reliable ML systems that empower businesses and revolutionize industries. Join us and be part of a dynamic team committed to pushing the...

  • ML Operations Engineer

    2 months ago

    San Francisco, United States RemoteWorker CA Full time

    Company Overview: Welcome to the forefront of machine learning operations! At our company, we're driving the next wave of AI revolution through cutting-edge ML operations technologies. Our mission is to develop scalable and reliable ML systems that empower businesses and revolutionize industries. Join us and be part of a dynamic team committed to pushing the...

  • ML Operations Director

    3 weeks ago

    San Francisco, California, United States Unreal Gigs Full time

    Unreal Gigs is seeking a seasoned ML Operations Director to lead our machine learning operations efforts. As a critical member of our team, you will be responsible for designing, implementing, and optimizing infrastructure and processes for deploying, monitoring, and managing machine learning models at scale.Key Responsibilities:Technical Leadership: Lead...

  • AI/ML Software Engineering Lead

    2 weeks ago

    San Francisco, California, United States Dealpath Full time

    About the RoleWe are seeking a highly skilled AI/ML Software Engineering Lead to join our team at Dealpath. The ideal candidate will have a strong background in natural language processing (NLP) and machine learning (ML), with experience delivering best-in-class solutions for the commercial real estate industry.This is an exciting opportunity to work...

  • AI/ML Engineer

    2 weeks ago

    San Francisco, California, United States Programmers Full time

    Ambitious AI/ML Engineer Sought in San FranciscoWe are searching for a skilled AI/ML Engineer to join our team in San Francisco. As a key member of our data science team, you will be responsible for designing, developing, and maintaining accurate, secure, and fast AI/ML platforms.The ideal candidate will have 6+ years of experience in MLOps, ML engineering,...

  • AI/ML Platform Operations Director

    2 weeks ago

    San Francisco, California, United States Capital One Full time

    Capital One: Revolutionizing Financial Services with AI and Machine LearningWe are at the forefront of harnessing the power of artificial intelligence and machine learning to transform the financial services industry. Our mission is to deliver personalized, real-time experiences for our customers by creating trustworthy, reliable, and human-in-the-loop...

  • AI/ML Infrastructure Engineer

    2 weeks ago

    San Francisco, California, United States Magical Tome Full time

    About Magical TomeTome is a unified platform for enterprise sellers and account managers. Our mission is to simplify complex research and strategic planning for sellers by leveraging state-of-the-art models.We use our expertise in AI/ML to surface the most actionable knowledge about a customer from within internal systems as well as from public information...

  • Platform Engineering Lead

    1 week ago

    San Francisco, California, United States Fieldguide Full time

    Role ResponsibilitiesDesign and implement infrastructure for ML model management, including training, deployment, and monitoringBuild and maintain platforms for running ML algorithms at scaleDevelop systems for A/B testing, performance monitoring, and continuous model trainingImplement best practices for MLOps, including version control for models and...

  • Data Engineering Lead

    1 month ago

    San Francisco, California, United States Rungalileo Full time

    About RungalileoRungalileo is a leading-edge company that specializes in developing cutting-edge Machine Learning systems. Our seasoned founding team has previously led product and engineering teams from 0 to $100M+ in revenue and from 0 to 1B+ users globally.We are committed to creating an inclusive culture driven by empathy, curiosity, and a passion for...

  • Lead AI/ML Data Scientist

    5 months ago

    San Francisco, United States Unreal Gigs Full time

    Company Overview: Welcome to the forefront of artificial intelligence and machine learning innovation! Our company is dedicated to leveraging the power of data science to drive transformative change and solve complex problems across industries. We're committed to developing cutting-edge AI and ML solutions that push the boundaries of what's possible. Join us...

  • Lead AI/ML Data Scientist

    1 month ago

    San Francisco, United States Unreal Gigs Full time

    Company Overview: Welcome to the forefront of artificial intelligence and machine learning innovation! Our company is dedicated to leveraging the power of data science to drive transformative change and solve complex problems across industries. We're committed to developing cutting-edge AI and ML solutions that push the boundaries of what's possible. Join us...

  • Lead AI/ML Data Scientist

    3 weeks ago

    San Francisco, United States ZipRecruiter Full time

    Job DescriptionJob Description Company Overview: Welcome to the forefront of artificial intelligence and machine learning innovation! Our company is dedicated to leveraging the power of data science to drive transformative change and solve complex problems across industries. We're committed to developing cutting-edge AI and ML solutions that push the...

  • Senior AI/ML Engineer

    2 weeks ago

    San Francisco, California, United States Magical Tome Full time

    About Magical TomeMagical Tome is a unified platform for enterprise sellers and account managers. We use cutting-edge models to simplify complex research and strategic planning for sellers. Our system is tuned and customized by a team of experienced sellers, engineers, and researchers. We design and build Magical Tome in close partnership with our early...

  • AI/ML Operations Specialist

    2 weeks ago

    San Francisco, California, United States United Software Group Full time

    Job Title: AI/ML Operations SpecialistLocation: San Francisco, CA HybridJob Type: Contract on W2Estimated Salary: $120,000 - $180,000 per yearAbout the JobWe are seeking an experienced AI/ML Operations Specialist to join our team at United Software Group. As a key member of our AI/ML operations team, you will be responsible for ensuring the smooth operation...

  • Senior ML Engineer

    2 months ago

    San Francisco, United States Kodif Full time

    A Silicon Valley-based startup - KODIF - is seeking a talented and experienced Lead Machine Learning Engineer to join our team. As a key member of our engineering leadership, you'll play a crucial role in shaping our AI-driven customer experience solutions.About us:Kodif is a B2B seed-stage, venture-backed startup. We're empowering CX (customer experience)...

  • AI/ML Engineering Team Lead

    1 month ago

    San Francisco, California, United States Sephora USA, Inc. Full time

    Job OverviewSephora USA, Inc. is a leader in the beauty retail industry, and we're seeking an experienced AI/ML Engineering Team Lead to join our team. In this role, you will be responsible for managing and executing AI/ML model operationalization across the enterprise.About SephoraWe inspire our customers, empower our teams, and help them become the best...

  • AI/ML Tech Lead

    2 months ago

    San Francisco, United States Programmers.io Full time

    Programmers.io is currently looking for an AI/ML Tech LeadHybrid role in San Francisco, California (1-2 Days Onsite/Week)Contract to HireResponsibilities: Design, develop, and maintain a AI/ML platform that is accurate, secure, and fast Lead workstreams within a lean and agile environment from requirements gathering to creating a plan of actionable tasks for...

  • AI/ML Tech Lead

    2 months ago

    san francisco, United States Programmers.io Full time

    Programmers.io is currently looking for an AI/ML Tech LeadHybrid role in San Francisco, California (1-2 Days Onsite/Week)Contract to HireResponsibilities: Design, develop, and maintain a AI/ML platform that is accurate, secure, and fast Lead workstreams within a lean and agile environment from requirements gathering to creating a plan of actionable tasks for...