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Senior MLOPS/ DevOps Engineer - Rochester, United States - Genesis10
Description
Genesis10 is seeking a Senior MLOPS/ DevOps Engineer for a contract with our client in Rochester, MN100% Remote Key Responsibilities:
Duties:
Build, test and maintain the infrastructure and tools to facilitate the consistent and automated AI software solution development and release process.
Design, build and maintain the Client CI/CD pipeline that automates data collection, data analysis, experimentation, model training, model serving and monitoring in production.
Achieve continuous delivery of AI software solution and updates to production at scale. Provide direction to more junior engineers. Collaborate with data scientists, engineers, product teams and other key stakeholders. Actively seek ways to improve software development and operation process.Skills:
Build, test and maintain the infrastructure and tools to facilitate the consistent and automated AI software solution development and release process.
Design, build and maintain the Client CI/CD pipeline that automates data collection, data analysis, experimentation, model training, model serving and monitoring in production.
Achieve continuous delivery of AI software solution and updates to production at scale. Provide direction to more junior engineers. Collaborate with data scientists, engineers, product teams and other key stakeholders. Actively seek ways to improve software development and operation process.Required Basic Qualifications:
Proficiency in programming languages such as Python, R, or Scala. In-depth knowledge of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn). Strong understanding of DevOps principles and practices. Knowledge of infrastructure as code (IaC) tools like Ansible, Terraform, or CloudFormation. Experience with monitoring and logging tools such as Prometheus, Grafana, ELK stack (Elasticsearch, Logstash, Kibana), or similar. Understanding of networking, security, and data management principles. Ability to work with big data technologies (e.g., Hadoop, Spark, Kafka). Strong problem-solving and troubleshooting skills. 5-7 years of relevant experience in roles involving machine learning, software development, DevOps, or a combination thereof. Experience in progressively challenging roles with demonstrated leadership, project management, and the ability to architect and implement complex systems.
Domain Expertise:
Deep understanding of machine learning concepts, algorithms, and workflows. Familiarity with various types of machine learning models (e.g., supervised learning, unsupervised learning, reinforcement learning). Experience with real-world machine learning applications and challenges, including data preprocessing, feature engineering, model selection, and evaluation.
Knowledge of industry-specific requirements and compliance standards (e.g., GDPR, HIPAA, HITRUST) a plus Keywords: Education: Bachelor's degree in Computer Science or a related field with 7 years of experience.
Or Master's degree in Computer Science or a related field with 5 years of experience. Strong DevOps, Data Engineering and Client background. Familiar with best practices in the data engineering and MLOps community. Experience building and maintaining CI/CD pipelines. Demonstrated experience on a broad range of DevOps tools such as Ansible, Docker, Kubernetes, Jenkins etc. Experience building, deploying and maintaining Client models in production. Experience with MLOps tools such as ModelDB, MLFlow and Kubeflow. Familiarity with python tools for data science. Experience with cloud infrastructure. Experience with Google Cloud Platform a plus. Excellent communication and teamwork skills. Ability to collaborate effectively with internal business stakeholders, outside partners and technology teams. TechnicalSkills:
Proficiency in programming languages such as Python, R, or Scala. In-depth knowledge of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn). Strong understanding of DevOps principles and pract ces. Knowledge of infrastructure as code (IaC) tools like Ansible, Terraform, or CloudFormation. Experience with monitoring and logging tools such as Prometheus, Grafana, ELK stack (Elasticsearch, Logstash, Kibana), or similar. Understanding of networking, security, and data management principles. Ability to work with big data technologies (e.g., Hadoop, Spark, Kafka). Strong problem-solving and troubleshooting skills. 5-7 years of relevant experience in roles involving machine learning, software development, DevOps, or a combination thereof. Experience in progressively challenging roles with demonstrated leadership, project management, and the ability to architect and implement complex systems.
Domain Expertise:
Deep understanding of machine learning concepts, algorithms, and workflows. Familiarity with various types of machine learning models (e.g., supervised learning, unsupervised learning, reinforcement learning). Experience with real-world machine learning applications and challenges, including data preprocessing, feature engineering, model selection, and evaluation.
Knowledge of industry-specific requirements and compliance standards (e.g., GDPR, HIPAA, HITRUST) a plus Compensation: Hourly W2 pay rate $ We have access to additional contract, contract-to-hire, and direct hire positions with various rate ranges.
If you have the described qualifications and are interested in this exciting opportunity, apply today Ranked a Top Staffing Firm in the U.S.
by Staffing Industry Analysts for six consecutive years, Genesis10 puts thousands of consultants and employees to work across the United States every year in contract, contract-for-hire, and permanent placement roles.
With more than 300 active clients, Genesis10 provides access to many of the Fortune 100 firms and a variety of mid-market organizations across the full spectrum of industry verticals.
For contract roles, Genesis10 offers the benefits listed below.If this is a perm-placement opportunity, our recruiter can talk you through the unique benefits offered for that particular client.
Benefits of Working with Genesis10: Access to hundreds of clients, most who have been working with Genesis10 for 5-20+ years.
The opportunity to have a career-home in Genesis10; many of our consultants have been working exclusively with Genesis10 for years.
Access to an experienced, caring recruiting team (more than 7 years of experience, on average.) Behavioral Health Platform Medical, Dental, Vision Health Savings Account Voluntary Hospital Indemnity (Critical Illness & Accident) Voluntary Term Life Insurance 401K Sick Pay (for applicable states/municipalities) Commuter Benefits (Dallas, NYC, SF) Remote opportunities available For multiple years running, Genesis10 has been recognized as a Top Staffing Firm in the U.S., as a Best Company for Work-Life Balance, as a Best Company for Career Growth, for Diversity, and for Leadership, amongst others.
To learn more and to view all our available career opportunities, please visit us at our website. Genesis10 is an Equal Opportunity Employer.Candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
Genesis10 is an Equal Opportunity Employer/Minorities/Female/Disabled/Veteran
