Senior Automation Engineer

DMI (Digital Management, LLC); United States; Remote; USD 90,000 - 130,000; Full time

Job summary

Join a forward-thinking company as a Senior Automation Engineer, where you will design and implement cutting-edge machine learning models to enhance network efficiency. This role offers the opportunity to work collaboratively with talented engineers and architects, optimizing AI/ML solutions for large-scale environments. With a commitment to innovation and continuous improvement, you will play a vital role in shaping the future of digital services and technology solutions. If you are passionate about AI/ML and eager to make a significant impact, this is the perfect opportunity for you.

Benefits

Convenience/Concierge services

Development opportunities

Financial benefits

Recognition programs

Wellness initiatives

Qualifications

• 5-7 years of experience for BS, 3-5 for MS, and 0-2 for PhD.
• Strong background in AI/ML methodologies and network operations.

Responsibilities

• Design and implement machine learning models for network efficiency.
• Collaborate with engineers to integrate AI/ML solutions into infrastructure.

Skills

PyTorch

TensorFlow

Python

Ansible

Cisco devices

Education

Bachelor's Degree

Master's Degree

PhD

Tools

Cisco DNA Center

Job description

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DMI is a leading provider of digital services and technology solutions, headquartered in Tysons Corner, VA. With a focus on end-to-end managed IT services, including managed mobility, cloud, cybersecurity, network operations, and application development, DMI supports public sector agencies and commercial enterprises around the globe. Recognized as a Top Workplace, DMI is committed to delivering secure, efficient, and cost-effective solutions that drive measurable results. Learn more at www.dminc.com

About The Opportunity

DMI, LLC is seeking a Senior Automation Engineer to join us.

Duties And Responsibilities

• The AI/ML Senior Engineer is responsible for designing and implementing machine learning models that enhance network efficiency. Their duties include:
• Model Development for Anomaly Detection: Developing and implementing machine learning models to detect anomalies and predict network failures, crucial for large-scale environments. This involves analyzing historical and real-time data to identify patterns.
• Algorithm Design for Root Cause Analysis: Designing algorithms for automated root cause analysis that identify the most probable causes of network issues. This includes creating systems that can process data from protocols like SNMP, Syslog, and NetFlow to pinpoint issues quickly, reducing downtime.
• Recommendation Systems: Creating intelligent recommendation systems that suggest the top three likely reasons for detected errors and provide step-by-step solutions for resolution.
• Performance Optimization: Optimizing AI/ML models for real-time performance and scalability to handle extensive network data, especially important for networks with over 5,000 devices. This involves ensuring models can process large volumes of data without latency.
• Collaboration and Integration: Collaborating with network architects and engineers to integrate AI/ML solutions into the existing infrastructure, ensuring seamless deployment and operation. This includes working on tools like Cisco DNA Center for enhanced management.
• Leadership and Mentorship: Leading technical initiatives and mentoring junior engineers in AI/ML methodologies, fostering a culture of continuous learning and improvement.
• Technology Updates: Staying updated with the latest advancements in AI/ML and networking technologies to continually improve system capabilities, ensuring the organization remains operational.

Qualifications

Education and Years of Experience:

• BS 5-7 Years, MS 3-5, PhD 0-2

Required And Desired Skills/Certifications

• PyTorch, TensorFlow, Python

Additional Requirements

• Knowledge of Cisco devices, Ansible
• Successful completion of a Public Trust background investigation and a Public Trust clearance.

Min Citizenship Status Required: Must be a U.S. Citizen

Physical Requirements: No Physical requirement needed for this position.

Location: Remote, US

Benefits

DMI is a diverse, prosperous, and rewarding place to work. Being part of the DMI family means we care about your wellbeing. We offer a variety of perks and benefits, including:

• Convenience/Concierge services
• Development opportunities
• Financial benefits
• Recognition programs
• Wellness initiatives

Employees are valued for their talents and contributions. We all take pride in helping our customers achieve their goals, which contributes to the overall success of the company.

No Agencies Please.

Applicants selected may be subject to a government security investigation and must meet eligibility requirements for access to classified information. US citizenship may be required for some positions.

Job ID: 2025-27919

Senior Level

• Mid-Senior level

Employment Type

• Full-time

Job Function

• Engineering and Information Technology

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