frederick, MD, 21705, USA
1 day ago
ml ops engineer
ml ops engineer. + frederick , maryland (remote) + posted october 10, 2024 **job details** summary + $70 - $80 per hour + temp to perm + bachelor degree + category computer and mathematical occupations + reference1068714 job details job summary: Randstad Federal is seeking an MLOps Engineer in support of a contract at IRS location: Frederick, Maryland job type: Contract salary: $70 - 80 per hour work hours: 8am to 4pm education: Bachelors responsibilities: We are seeking an experienced DevOps/MLOps Engineer to join our innovative project team working on a large-scale platform that integrates AI, low-code/no-code development, and enterprise system integration. The ideal candidate will play a crucial role in streamlining development, deployment, and maintenance processes while ensuring security, scalability, and efficiency for a user base of 5000+. Key Responsibilities: + Implement and maintain robust CI/CD pipelines for efficient software delivery across multiple environments + Collaborate with data scientists and ML engineers to operationalize AI models and integrate them seamlessly into production environments + Design and implement infrastructure-as-code solutions for automated provisioning and configuration management + Ensure security best practices are integrated throughout the DevOps lifecycle, working closely with the DevSecOps Lead + Support the integration of AI tools within the interface and automate repetitive tasks to enhance user experience + Work with the Enterprise Security Audit Trails team to incorporate logging and monitoring capabilities into system integrations + Assist in defining and monitoring Key Performance Indicators (KPIs) and metrics to measure platform performance + Support system/integration testing, User Acceptance Testing (UAT), rollout planning, and production rollout Required Skills and Experience: + Proven experience in DevOps and MLOps practices, preferably in large-scale enterprise projects + strong knowledge of cloud platforms (e.g., AWS, Azure, GCP) and their native DevOps tools + Proficiency in infrastructure-as-code tools such as Terraform and Ansible + Experience with containerization technologies, including Docker and Kubernetes + Familiarity with AI/ML workflows, deployment challenges, and best practices for operationalizing models + Advanced scripting skills in Python, Bash, or similar languages + Experience with Java development and RESTful services + strong background in Agile methodologies and collaborative development practices + Experience with identity and access management systems, particularly for implementing Single Sign-On (SSO) + Excellent communication skills and ability to work effectively in cross-functional teams + Experience with low-code/no-code platforms and their integration challenges + Familiarity with design thinking and user-centric development approaches qualifications: + Experience level: Experienced + Minimum 5 years of experience + Education: Bachelors skills: + Artificial intelligenceEqual Opportunity Employer: Race, Color, Religion, Sex, Sexual Orientation, Gender Identity, National Origin, Age, Genetic Information, Disability, Protected Veteran Status, or any other legally protected group status.At Randstad Digital, we welcome people of all abilities and want to ensure that our hiring and interview process meets the needs of all applicants. If you require a reasonable accommodation to make your application or interview experience a great one, please contact HRsupport@randstadusa.com.Pay offered to a successful candidate will be based on several factors including the candidate's education, work experience, work location, specific job duties, certifications, etc. In addition, Randstad Digital offers a comprehensive benefits package, including health, an incentive and recognition program, and 401K contribution (all benefits are based on eligibility).This posting is open for thirty (30) days.
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