Machine Learning Operations Engineer
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Job Location:
Boston, NH - USA
Monthly Salary:
Not Disclosed
Posted on:
4 hours ago
Vacancies:
1 Vacancy
Job Summary
About Merlin:
Merlin is a venture backed aerospace startup building a non-human pilot to enable both reduced crew and uncrewed flight. Backed by some of the worlds leading investors Merlin is scaling alongside our customers to begin leveraging autonomy today to solve some of aviations biggest challenges.
About you:
You are a passionate engineer with expertise in DevOps and MLOps. You thrive in dynamic environments and enjoy working at the intersection of automation and machine learning. Your technical skills in cloud platforms containerization and automation tools are complemented by your ability to collaborate with cross-functional teams. You excel at problem-solving have strong scripting skills and are familiar with modern DevOps practices. Your commitment to security scalability and reliability ensures efficient and secure systems. If youre excited about innovative ML projects youre the perfect fit for our team.
Responsibilities:
- Design build and maintain scalable and reliable infrastructure for machine learning data management and software applications.
- Develop implement and maintain CI/CD pipelines to automate the deployment and testing of ML models.
- Monitor and manage the performance availability and security of ML models and applications in production.
- Implement and manage containerization technologies (Docker Kubernetes) to ensure efficient resource utilization.
- Automate infrastructure provisioning and configuration using tools like Terraform Ansible or similar.
- Manage and maintain ML teams database
- Ensure best practices for version control testing and documentation are followed.
- Stay up-to-date with the latest industry trends and technologies in DevOps and MLOps.
Qualifications:
- 3 years of experience in DevOps MLOps or a related role.
- Bachelors degree in Computer Science Engineering or a related field.
- Strong knowledge of cloud platforms (AWS Azure GCP) and cloud-native services.
- Experience with CI/CD tools such as GitHub Actions GitLab Jenkins or similar tools.
- Proficiency in containerization technologies (Docker Kubernetes).
- Familiarity with infrastructure as code (IaC) tools like Terraform Ansible or CloudFormation.
- Database Architecture or Management Experience
- Solid understanding of software development lifecycle (SDLC) and Agile methodologies.
- Strong scripting skills in Python Bash or similar languages.
- Excellent problem-solving skills and attention to detail.
- Strong communication and collaboration skills.
Nice to haves:
- Experience with ML frameworks and libraries (TensorFlow PyTorch Scikit-learn).
- Experience with MLOps platforms such as Weights and Biases or MLflow
- Familiarity with security best practices in DevOps and MLOps.
- Experience working on software development processes for a regulated environment (aerospace medical automotive etc.)
- Experience with building scalable machine learning model training infrastructure in the cloud
Merlin Labs offers an innovative entrepreneurial and team-focused startup environment. We also offer a top-notch benefits package (health dental life unlimited vacation and 401k with match) and work/life integration. Being part of the Merlin team allows you to become part of a small team that supports professional development while working together to achieve our mission.
Merlin Labs is an equal opportunity employer and values diversity. We do not discriminate on the basis of race religion color national origin genetic information sex (including pregnancy) gender gender identity and expression sexual orientation age marital status military service or obligation or disability status or any other characteristic protected by law. All job offers are contingent upon the candidate passing background and reference checks.
At this time we are unable to provide visa sponsorship or consider candidates who require visa transfers. Applicants must be authorized to work in the United States without the need for visa sponsorship now or in the future.
In compliance with federal law all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire.
If you require reasonable accommodation in completing an application interviewing completing any pre-employment testing or otherwise participating in the employee selection process please direct your inquiries to: emailprotected
Merlin Labs does not accept unsolicited resumes from any source other than directly from candidates.
Required Experience:
IC
Key Skills
- Change Management
- Software Deployment
- Cloud Infrastructure
- High Availability
- IaaS
- Firewall
- Linux
- Middleware
- Jboss
- Network Architecture
- Scripting
- Technical Support
About Company
Merlin is the aviation technology company propelling the future of fully autonomous flight.
