Senior Automation Engineer

About DMI

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

Working at DMI

DMI is a diverse, prosperous, and rewarding place to work. Being part of the DMI family means we care about your wellbeing. As such, we offer a variety of perks and benefits that help meet various interests and needs, while still having the opportunity to work directly with a number of our award-winning, Fortune 1000 clients. The following categories make up your DMI wellbeing:

• Convenience/Concierge - Virtual visits through health insurance, pet insurance, commuter benefits, discount tickets for movies, travel, and many other items to provide convenience.
• Development – Annual performance management, continuing education, and tuition assistance, internal job opportunities along with career enrichment and advancement to help each employee with their professional and personal development.
• Financial – Generous 401k matches both pre-tax and post-tax (ROTH) contributions along with financial wellness education, EAP, Life Insurance and Disability help provide financial stability for each DMI employee.
• Recognition – Great achievements do not go unnoticed by DMI through Annual Awards ceremony, service anniversaries, peer-to-peer acknowledgment, employee referral bonuses.
• Wellness – Healthcare benefits, Wellness programs, Flu Shots, Biometric screenings, and several other wellness options.

Employees are valued for their talents and contributions. We all take pride in helping our customers achieve their goals, which in turn 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.