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Entropy Jobs in Summit, NJ (NOW HIRING)

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Entropy information

What is an entropy job?

Entropy jobs typically refer to roles that focus on the measurement, analysis, and application of entropy in various fields such as physics, information theory, thermodynamics, and data science. Professionals in these roles might analyze the disorder or randomness within systems, optimize information transfer, or apply entropy-related concepts in encryption and machine learning. These positions are often found in research institutions, tech companies, and academic environments. Depending on the industry, the exact nature of the work can vary from theoretical research to practical implementation in technology and engineering.

What are the key skills and qualifications needed to thrive as an entropy specialist?

To thrive as an Entropy Specialist, you need a strong background in thermodynamics, statistical mechanics, and applied mathematics, typically supported by an advanced degree in physics, engineering, or a related field. Familiarity with simulation software, data analysis tools, and laboratory instrumentation is common in this role. Analytical thinking, problem-solving, and effective communication are essential soft skills to convey complex scientific findings. These skills ensure accurate analysis and application of entropy principles in research, engineering, and system optimization.

What are common challenges faced by professionals working as data entropy analysts in data science teams?

Data Entropy Analysts often deal with the challenge of interpreting large and complex datasets to identify meaningful patterns and reduce uncertainty. They must frequently collaborate with data engineers and scientists to ensure data quality and relevance, especially when dealing with noisy or incomplete information. Balancing accuracy with computational efficiency is a key part of the role, as is communicating findings clearly to both technical and non-technical stakeholders. Staying current with evolving statistical methods and tools for entropy measurement is also essential for continued success in this position.

What is the difference between Entropy vs Data Analyst?

AspectEntropyData Analyst
Required CredentialsKnowledge of information theory, statistics, programmingDegree in statistics, mathematics, or related field; proficiency in data tools
Work EnvironmentResearch, data science teams, tech companiesBusiness, finance, healthcare, consulting firms
Industry UsageUsed in data compression, cryptography, machine learningAnalyzing data trends, generating reports, supporting decision-making

Entropy focuses on measuring information content and disorder within data systems, often used in data science and information theory. Data Analysts interpret data to uncover insights and support business strategies. While both work with data, Entropy is more theoretical and technical, whereas Data Analysts focus on practical data interpretation and reporting.

What job categories do people searching Entropy jobs in Summit, NJ look for?

The top searched job categories for Entropy jobs in Summit, NJ are:

What cities near Summit, NJ are hiring for Entropy jobs?

Cities near Summit, NJ with the most Entropy job openings:

Entropy jobs near you
Infographic showing various Entropy job openings in Summit, NJ as of August 2026, with employment types broken down into 16% Full Time, and 84% Part Time. Highlights an 6% Physical, and 94% Remote job distribution.

Operations Engineer, Fleet Reliability

CoreWeave

Livingston, NJ • On-site, Remote

$83K - $110K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 15 days ago

Key responsibilities

  • Configure and maintain large-scale high-performance supercomputing clusters.

  • Troubleshoot hardware and software issues, escalate and coordinate resolutions.

  • Monitor system performance and take remediation actions to ensure cloud health.

CoreWeave rating

9.8

Company rating: 9.8 out of 10

Based on 7 frontline employees who took The Breakroom Quiz

1st of 226 rated it services

Job description

CoreWeave is The Essential Cloud for AI™. Built for pioneers by pioneers, CoreWeave delivers a platform of technology, tools, and teams that enables innovators to build and scale AI with confidence. Trusted by leading AI labs, startups, and global enterprises, CoreWeave combines superior infrastructure performance with deep technical expertise to accelerate breakthroughs and turn compute into capability. Founded in 2017, CoreWeave became a publicly traded company (Nasdaq: CRWV) in March 2025. Learn more at www.coreweave.com.
What You'll Do:

The Fleet Reliability Operations team is responsible for the day-to-day provisioning, management and uptime of CoreWeave's ever-expanding fleet of server nodes. Playing a central role in CoreWeave's growth strategy, this team is on the front line for configuration, updates and remote troubleshooting of our highest tier of supercomputing clusters and their networking, delivery platforms and tools dependencies. You will be in a daily battle with the forces of entropy to maximize the number of nodes CoreWeave can deliver to customers.

We are seeking curious, creative and persistent problem solvers to join our Fleet Reliability Operations team to help us drive batches of server nodes through our provisioning and validation processes while efficiently and effectively troubleshooting node or cluster problems as they arise. This individual will join a team of committed engineers working to deploy nodes as fast as they can be racked and turned on. 

  • Configure and maintain large-scale high-performance supercomputing clusters running state-of-the-art GPUs
  • Troubleshoot hardware and software issues; escalate and coordinate as needed with data center, network, hardware and platform teams to drive resolution
  • Monitor and analyze system performance and take appropriate remediation actions for cloud health
  • Approach your work with flexibility and optimism anticipating shifting business and technical priorities
  • Create and maintain documentation of team processes, knowledge and best practices for system management
  • Think critically about your day-to-day work and work collaboratively to improve team processes and efficiency
  • Participate in oncall rotations which include after hours and weekend work
Who You Are:

Minimum Qualifications

  • Strong understanding of Linux system administration and internals
  • Ability to troubleshoot hardware and software issues and perform system maintenance tasks consistently and reliably
  • Software development or scripting languages (bash, python, powershell, etc)

Preferred Qualifications

  • 2 + years of experience troubleshooting or administering data center or on-prem infrastructure (servers, storage, network or a mix)
  • Grafana, Prometheus, promsql queries or similar observability platforms
  • Data center environments including server racks, HVAC systems, fiber trays
  • Kubernetes administration
  • HPC - administering GPU-related workloads
  • Bachelor's degree in a related field or equivalent experience 

Wondering if you're a good fit? We believe in investing in our people, and value candidates who can bring their own diversified experiences to our teams – even if you aren't a 100% skill or experience match.

Why CoreWeave?

At CoreWeave, we work hard, have fun, and move fast!  We're in an exciting stage of hyper-growth that you will not want to miss out on. We're not afraid of a little chaos, and we're constantly learning. Our team cares deeply about how we build our product and how we work together, which is represented through our core values: 

  • Be Curious at Your Core
  • Act Like an Owner
  • Empower Employees
  • Deliver Best-in-Class Client Experiences
  • Achieve More Together

We support and encourage an entrepreneurial outlook and independent thinking. We foster an environment that encourages collaboration and enables the development of innovative solutions to complex problems. As we get set for takeoff, the organization's growth opportunities are constantly expanding. You will be surrounded by some of the best talent in the industry, who will want to learn from you, too. Come join us!  

The base salary range for this role is $83,000 to $110,000. The starting salary will be determined based on job-related knowledge, skills, experience, and market location. We strive for both market alignment and internal equity when determining compensation. In addition to base salary, our total rewards package includes a discretionary bonus, equity awards, and a comprehensive benefits program (all based on eligibility). 

What We Offer

The range we've posted represents the typical compensation range for this role. To determine actual compensation, we review the market rate for each candidate which can include a variety of factors. These include qualifications, experience, interview performance, and location.

In addition to a competitive salary, we offer a variety of benefits to support your needs. The benefits below reflect our US-based offerings for full-time employees; for roles in other locations, benefits vary and are shared during the hiring process. These include:

  • Medical, dental, and vision insurance - 100% paid for by CoreWeave
  • Company-paid Life Insurance 
  • Voluntary supplemental life insurance 
  • Short and long-term disability insurance 
  • Flexible Spending Account
  • Health Savings Account
  • Tuition Reimbursement 
  • Ability to Participate in Employee Stock Purchase Program (ESPP)
  • Mental Wellness Benefits through Spring Health 
  • Family-Forming support provided by Carrot
  • Paid Parental Leave 
  • Flexible, full-service childcare support with Kinside
  • 401(k) with a generous employer match
  • Flexible PTO
  • Catered lunch each day in our office and data center locations
  • A casual work environment
  • A work culture focused on innovative disruption

California Applicants

California Consumer Privacy Act 

Equal Opportunity & Accommodations

CoreWeave is an equal opportunity employer, committed to fostering an inclusive and supportive workplace. All qualified applicants and candidates will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, gender identity, national origin, veteran status, or genetic information.

As part of this commitment and consistent with the Americans with Disabilities Act (ADA), CoreWeave will ensure that qualified applicants and candidates with disabilities are provided reasonable accommodations for the hiring process, unless such accommodation would cause an undue hardship. If reasonable accommodation is needed, please contact: careers@coreweave.com.

Export Control Compliance

This position requires access to export controlled information. To conform to U.S. Government export regulations applicable to that information, applicant must either be (A) a U.S. person, defined as a (i) U.S. citizen or national, (ii) U.S. lawful permanent resident (green card holder), (iii) refugee under 8 U.S.C. § 1157, or (iv) asylee under 8 U.S.C. § 1158, (B) eligible to access the export controlled information without a required export authorization, or (C) eligible and reasonably likely to obtain the required export authorization from the applicable U.S. government agency.  CoreWeave may, for legitimate business reasons, decline to pursue any export licensing process.

What CoreWeave employees say

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