45 jobs in Intercontinental Exchange (ICE)
Accounts Receivable Analyst Collections
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**Job Purpose**
Intercontinental Exchange has an opportunity for a Full-Time Accounts Receivable Collections Analyst.
**Responsibilities**
+ Address and resolve high volumes of customer inquiries and provide professional, polite and timely customer service.
+ Investigate accounts with delinquent receivables, via email and phone communication with customers and/or internal business team, in order to collect outstanding balances.
+ Develop and maintain good rapport with customers and internal business owners.
+ Maintain and update customer contacts within the billing system.
+ Initiate credits and adjustments to customer accounts with correct ledger coding.
+ Assist with other duties, as assigned by management team, in timely and accurate manner.
+ Incorporate feedback received from management to ensure performance and productivity expectations are being met.
**Knowledge and Experience**
+ Associate or Bachelor's degree in Accounting or business-related field.
+ 2+ years of experience that is directly related to the duties and responsibilities specified.
+ Oracle Revenue Management and Billing (ORMB) and High Radius experience is a plus but not a requirement.
+ The candidate must be detail-oriented and possess strong organizational skills.
+ Candidate must be able to handle confidential and sensitive information in a professional manner.
+ Strong customer service, interpersonal and communication skills are required.
+ Must have the ability to analyze and solve problems, prioritize tasks and work independently.
+ Ability to work in a fast-paced team environment and have the flexibility to handle high transaction volume.
+ Proven experience adhering to daily, weekly and monthly transaction goals/targets is a must.
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Senior Automation Engineer
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**Job Purpose**
The ICE MT Compliance team is seeking a Senior Quality Assurance Engineer who has experience in the Mortgage domain. This role will be responsible for building and maintaining automation test frameworks and automation test scripts.
The ideal candidate will be results-oriented, self-motivated and have the ability to thrive in a fast-paced environment. This role requires frequent interactions with project and product managers, developers, QA and other stakeholders, to ensure delivery of a world class compliance solution to our users.
**Responsibilities**
+ Develop, update and maintain automated test scripts.
+ Enhance and extend automation libraries and frameworks
+ Build Testing Tools and Mock Services
+ Ability to blend analytical/technical skills to test functionality, build test scripts and view the product from Customer perspective.
+ Interact effectively across multiple teams and functions.
+ Willingness to be adaptable with a team first focus.
+ Participate in demos, retrospectives, and contribute to continuous improvements.
+ Diagnose problems and report bugs/observations
+ Work closely with Product, Developers, QA and other project team members to analyze test results, locate problems, identify root causes and develop solutions.
+ Work closely with functional test engineers to ensure the test cases are automated as documented.
+ May require overtime or off-peak hours to meet commitments.
**Knowledge and Experience**
+ Computer Science Degree or equivalent from a fully accredited college or university.
+ 6+ years of experience in Software Development or Quality Engineering
+ Experience working in the Mortgage Domain preferable on a Loan Origination System.
+ Excellent analytical skills
+ Ability to analyze requirements, develop a test plan/strategy, create and execute test cases, track defects and report results
+ Strong knowledge of object-oriented programming languages
+ Familiarity with JSON and XML
+ Proficient in testing Web Based/Client Server based applications
+ Must have in depth knowledge in automating AWS, API, RESTful web service testing using JAVA
+ Must have experience in Database (Mysql, SQLserver)
+ Must have experience with Logging tools such as Splunk, Kibana, etc.
+ Must have in-depth knowledge in using TestNG, Maven and Jenkins.
+ Self-motivated, able to learn and research independently
+ Ability to innovate and optimize
+ Ability to effectively communicate relevant project information with coworkers, peers, and management through written and verbal communication.
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Senior ETL QA Analyst
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**Job Purpose**
We are on a mission as a team. We are problem solvers and partners, always starting with our customers to solve their challenges and create opportunities. Our start-up roots keep us nimble, flexible and fast moving. We take ownership and make decisions. We all work for one company and work together to drive growth across the business. We engage in robust debates to find the best path, and then we move forward as one team. We take pride in what we do, acting with integrity and passion, so that our customers can perform better. We are experts and enthusiasts - combining ever-expanding knowledge with leading technology to consistently deliver results, solutions and opportunities for our customers and stakeholders. Every day we work toward transforming global markets.
The Senior ETL QA Analyst (Clearing Data Analytics) will work with Business Analysts, SQL Developers, ETL and Data Warehouse Engineers to review business/technical requirements and produce test strategies, test scenarios, test cases and queries to validate code that generates data in reports and dashboards.
In this role you will develop a deep understanding of our Clearing Houses business processes. You will focus on understanding the data models and fields, complex data transformation logic, various integration points, and reporting dashboards. The right candidate has a unique mix of technical skills and business-process savvy and will proactively develop and maintain automation queries in sql and or python.
**Responsibilities**
+ Document, maintain and execute detailed test cases to validate system functionality, identify and document software defects, and track test case execution status.
+ Create test plans for software releases to detail the overall strategy for testing complex systems, including defining resources and test scope for each test cycle, and identifying dependencies and risks.
+ Deploy software release builds, maintain test environments, and perform troubleshooting software / hardware configuration problems.
+ Work with technology team in building cutting edge Clearing Data Analytics and Reporting Systems.
+ Test systems built in ETL, DWH and reporting based solutions
+ Gain experience with Iterative and Agile software development methodologies.
+ Perform all aspects of verification, including functional, integration, automated regression and system testing.
**Knowledge and Experience**
+ B.S. or higher in Computer Science or related discipline; or equivalent work experience
+ 5+ years of experience in enterprise application testing (test case development and execution)
+ Strong SQL and or python scripting experience
+ Ability to set priorities and multi-task in a fast-paced environment.
+ Prefer 3+ years of experience working in UNIX/Linux and SQL/Oracle environments.
+ Experience in working with ETL systems and Reporting solutions such as Tableau and or business objects.
+ 2+ years of experience with commodity markets, financial trading environment, or equity brokerage business and exposure to futures markets is preferred.
+ Extensive knowledge of testing process, testing methodology analysis and defect reporting tools.
+ Ability to work independently and productively under pressure.
+ Strong problem-solving, analytical, technical, and troubleshooting skills.
+ Strong verbal and written communication skills.
+ Strong organizational skills and decision-making ability.
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Lead, Mortgage Data Operations
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**Job Purpose**
ICE Mortgage Technology is the leading cloud-based platform provider for the mortgage finance industry. ICE Mortgage Technology solutions enable lenders to originate more loans, reduce origination costs, and reduce the time to close, all while ensuring the highest levels of compliance, quality, and efficiency.
We are seeking a highly motivated individual to drive this team. The Service Operations - Assistant Manager will be responsible for leading the Team Leader's to operational success. This includes ongoing day-to-day management of the team's activities, as well as participation in calls and meetings with ICE management in the US.
A background in financial services (specifically mortgages and lending) is required along with operational experience.
**Responsibilities**
+ Manage a team of Team Leader's providing Data and Document Services to US based mortgage companies.
+ Ability to train and mentor Data and Document Lead / associate.
+ Collaborate with cross functional teams.
+ Oversee the activities of the team and optimize their performance daily.
+ Act as escalation point for the Team Leader to overcome any obstacles to service delivery.
+ Ensure that Data Security is maintained.
+ Demonstrate strong follow-through and consistently keep commitments to customers and Employees.
+ To manage Jira and Salesforce Tickets.
+ Assist reporting Manager in day-to-day activities i.e., SLA Management, Staffing Management, Administrative responsibilities, Recruitment, Retention, Review, Performance Management, Removal etc.
+ To carry out above function for the team during day shift and/or night shift as circumstances may warrant.
+ SOW / Contract Delivery
+ Product feedback & Client Feedback Management
+ New Product adoption and roll out
+ Connection with PSO team / Product team / cross functional teams ; including decision making
+ Client engagement and on-boarding.
+ Responsible to Drive / Monitor training.
+ Client level monitoring and reporting of Quality of delivery
**Knowledge and Experience**
+ Bachelor's degree ( Non-Technical, should not be BCA, BBA or BTech) or academic equivalent
+ 7 or more years of experience in the mortgage lending or financial services market
+ 3 or more years of experience managing a small- or mid-sized BPO/kpo team.
+ Broad understanding of cloud technologies
+ Proficiency with Microsoft Office (Excel and Word) and Microsoft Windows
+ Ability to document standard procedures, and effectively train and motivate employees.
+ Strong written and verbal communication skills
+ Strong problem solving and decision-making skills.
+ Excellent time management and organizational skills
+ Ability to work efficiently and independently.
+ Ability to work under pressure and time constraints, handling multiple tasks simultaneously.
+ Initiative and strong sense of ownership.
+ People management.
+ Leadership skills.
+ Proven ability to create and maintain strong customer relationships.
+ Must be comfortable communicating with both technical and non-technical audiences.
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Property Data Operations Analyst
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**Responsibilities**
+ Conducts analysis, verification, and remediation and communicates the quality of publicly recorded information that is strategically abstracted, keyed, and located by third party vendors.
+ Intent is to control content, integrity, and reliability of data through process knowledge and research.
+ Duties can include, but are not limited to quality control, data analysis, locating, vendor feedback, and reporting functions.
+ Perform quality control of data using appropriate department applications and procedures.
+ Analyze and verify transmitted vendor data of keyed documents.
+ Analyze and verify completed and corrected documents listed under failed validation or business rules.
+ Review and Analyze document images and data fields that need to be captured for various document and court case types.
+ Respond and/or provide clarification to vendor questions.
+ Provide vendor feedback for errors identified within transmitted data and QC of error rate statistics.
+ Review and analyze QC, Upload, Missing document, Suspend, and other related reports.
+ Identify, remediate and/or physical repair of data issues.
+ Reconcile and document all failures within existing processes and validations.
+ Assure that data is accurate and meets department and industry standards.
+ Performs other related duties as assigned.
**Knowledge and Experience**
+ Basic knowledge of real estate data with an emphasis on public records.
+ Familiarity with the various facets of public record data maintenance.
+ Knowledge of county specific nuances relating to recorded document and court cases.
+ Working knowledge of public record data maintenance, applicable applications and proficient in entering data into internal applications.
+ Knowledge on Recorder Data, Deed data is required.
+ Knowledge on Mortgage document, Deed of trust is required.
+ Knowledge on Foreclosure, NOD (Notice of default), NOS (Notice of sale), Title document would be good.
+ Strong analytical skills, with experience in quality assurance.
+ Knowledge of balancing and correction procedures.
+ Strong verbal and written communication skills.
+ Basic computer skills, including efficiency with MS Office suite applications & emphasis on MS Excel.
+ Ability to work collaboratively with others.
+ Ability to manage multiple tasks and prioritize to meet deadlines successfully.
+ Organized and results driven.
**Schedule**
ICE resource availability: 5:30 am PST - 2:30 PM PST / 6:00 PM - 3 AM IST
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Property Data Acquisition Analyst
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**Job Purpose**
Responsible for monitoring and coordinating acquisition of real estate related content/media related to the supporting operations.
**Responsibilities**
+ Monitor, coordinate and process the workflow of newly acquired acquisitions (data) to queue.
+ Initiate or maintain contact with counties and/or source providers for current and/or new sources.
+ Research and aggregate information about data sources and assessor data.
+ Process and provide support for client requests for ancillary data across multiple markets.
+ Maintain and update centralized database with workflow details.
+ Track incoming data and ensure the information received is current, timely and complete.
+ Identify deficiencies in data, timeliness and quality.
+ Ensures data accessibility for key stakeholders.
+ Ensures appropriate county contracts and agreements are executed.
+ Review new data content for usability.
+ Troubleshoot issues and escalate to appropriate stakeholders.
+ Research and aggregate information about vendors and data.
+ Information gathering and documentation as needed for projects.
+ Remediate problematic and/or missing data/ and provide supplemental files for replacement to stakeholders and in the database.
+ Performs other related duties as assigned.
**Knowledge and Experience**
+ A high school diploma or GED is required for this role.
+ Requires up to one (1) year of acquisition or equivalent experience.
+ Prior experience within a Real Estate and/or Mortgage environment highly preferred
+ Prior experience processing mortgage related items, such as titles, deeds, parcel data and/or tax records highly preferred
+ Basic skills with moderate levels of proficiency with a general understanding of the acquisition process.
+ Proficient written and oral communication skills
+ Ability to utilize computers to complete assigned work
+ Strong proficiency in MS Office (Outlook, Word, Excel, etc.)
+ Strong analytical skills and problem-solving skills
+ Organizational and time management skills required
+ Self-starter with proven ability to work independently
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Analyst, Application Security
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**Job Purpose**
An ICE IS AppSec Analyst is part of a team responsible for ensuring that ICE produces and maintains secure applications. The team member influences secure design, performs code analysis, identifies vulnerabilities through hands-on penetration testing, assists developers in remediation efforts, and communicates findings to developers, QA teams and management.
**Responsibilities**
+ Application Identification and Review - Operates the Application Development Security Lifecycle from design review through automated and hands-on testing.
+ Standards and Policies - Maintains and contributes to Application Development Security Policies and standards by keeping up with industry trends and publications from organizations such as NIST, OWASP, and SANS.
+ Secure Design - Works with development teams to establish security requirements early in the SDLC and contributes security subject matter expertise during the development of new projects and releases.
+ Tool Management - Focuses on automation while implementing, maintaining and integrating cutting-edge technologies to assess an application's security with static code analyzers (SAST), dynamic testing (DAST) tools, software composition scanners, Web Application Firewall (WAF) and bug bounty programs.
+ Developer Education - Keeps software engineers apprised of secure coding practices and builds strong rapport and respect with the ICE application development community via training sessions, one-on-one education, Intranet blogs and other opportunities.
**Desirable Knowledge and Experience**
+ Software engineering experience in Java, C++, .NET and/or related languages
+ Expert at deploying, configuring, and using SAST, DAST, and Software Composition in large environments
+ Experience designing solutions to integrate transparently with the CI/CD pipeline
+ Familiar with application development in large cloud environments
+ University degree in Computer Science, Engineering, MIS, CIS, or related discipline
**Analyst, Engineer, and Senior Engineer Distinction**
Seniority is determined by experience and demonstration of exceptional competencies including:
+ Documenting and effectively publishing technology guidance and repeatable processes
+ Mentoring peers in groups and individually
+ Improving processes and introducing superior technology
+ Taking initiative to learn business goals, liaise with other departments, and identify ways to increase productivity in other ICE groups and offices
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Risk Analyst, Model Risk Management
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**Job Purpose**
The Model Risk Management (MRM) team, a part of the global Enterprise Risk Management function at Intercontinental Exchange (ICE), is looking for a Risk Analyst. The successful candidate will assist the MRM team in performing independent validation of quantitative models used across ICE's business units, as well as communication of testing results within the group and beyond. In addition, MRM also provides targeted analytics services for financial risk models. MRM applies processes and activities using analytic methods including statistical, mathematical, and computational methods, to verify that models are performing as expected in line with their design objectives and business uses.
**Responsibilities**
+ Work with the MRM group to validate and support models, methodologies, and reporting of risks throughout the organization
+ Produce and analyze validation reports by extracting meaningful insights from data and synthesize them into a compelling validation narrative
+ Provide detailed analysis and documentation of methods, techniques, and findings
+ Ensure the clarity, consistency, and accuracy of model validation reports by applying strong technical writing skills to articulate key takeaways
+ Develop and deliver engaging presentations of analytical findings to stakeholders
+ Identify opportunities for improvement and automation in reports and implement enhancements as needed
+ Engage with domain experts to develop and refine risk best practices, policies, and procedures
**Knowledge and Experience**
+ Master's degree or higher in Economics, Finance, Statistics, Mathematics or related field
+ Strong analytical and problem-solving skills with a solid understanding of statistical concepts - descriptive statistics, data visualization, probability, distributions, linear models, time series, etc.
+ Competent in programming with either Python or R, as well as SQL
+ Excellent presentation, verbal communication, and business writing skills
+ Demonstrated ability in data exploration and critical thinking, with a keen eye for detail
**Preferred Knowledge and Experience**
+ 3+ years of experience with financial/economic data analysis
+ Demonstrated progress towards industry certifications, such as FRM and CFA
+ Working knowledge of Tableau for visual analytics
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Manager, Development
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**Job Purpose**
Intercontinental Exchange, Inc. (ICE) presents an opportunity for a full-time Manager to lead and grow the AI Center of Excellence (AICOE) team based in India. This leadership role is central to ICE's long-term strategy to embed Generative AI technologies across the enterprise in a responsible, scalable, and sustainable way.
The incumbent will be accountable for establishing a high-performing AICOE support structure in India, working closely with global AICOE leadership to drive key initiatives forward. This is primarily a people-leadership and delivery-enablement role, the ideal candidate will build and mentor a capable team of AI/ML practitioners, orchestrate cross-functional collaboration, and ensure that AICOE programs are executed with rigor and impact.
While deep hands-on engineering is not the primary expectation, the candidate is expected to bring Applied AI Expertise - a working, practical fluency with the modern AI tooling landscape. This includes hands-on experience with agentic AI platforms and productivity tools such as Claude Desktop, Claude CLI, Claude Code, Cursor, Microsoft Copilot, and Google Gemini, as well as a solid command of prompting techniques and prompt engineering practices. The candidate must be capable of evaluating, adopting, and championing such tools within the team and broader enterprise.
This position requires strong leadership presence, business acumen, and exemplary communication skills. The candidate will frequently engage with senior stakeholders, technology leaders, and business partners across ICE's global operations to align priorities, secure resources, and communicate progress.
**Responsibilities**
+ Lead and manage the India-based AICOE team, setting clear goals and performance expectations while fostering a culture of innovation, ownership, and continuous improvement.
+ Build and scale the India AICOE practice by identifying talent needs, driving targeted hiring at various levels (engineers, data scientists, ML practitioners), and developing onboarding and retention strategies.
+ Partner with global AICOE leadership to understand strategic priorities and translate them into executable plans for the India team, ensuring alignment with enterprise AI/ML objectives.
+ Oversee the delivery of AICOE initiatives across their full lifecycle, from ideation and scoping through development, testing, and production deployment, ensuring solutions are delivered on time, within budget, and to a high standard of quality.
+ Champion the adoption and effective use of Applied AI tools and agentic platforms (e.g., Claude Desktop, Claude CLI, Claude Code, Cursor, Microsoft Copilot, Google Gemini) within the team; promote best-practice prompting techniques and prompt engineering as core skills across the AICOE, and advocate for the broader use of these capabilities across business functions.
+ Establish and maintain robust program governance structures, including status reporting, risk management, dependency tracking, and escalation pathways, to give leadership full visibility into AICOE progress.
+ Engage proactively with internal business and technology stakeholders to identify emerging AI/ML needs, define solution approaches, and ensure AICOE capabilities are well understood and effectively leveraged.
+ Create and present clear, compelling reports and executive-level communications that convey AICOE initiative status, outcomes, and strategic value to diverse audiences including senior leadership.
+ Drive a culture of responsible AI use within the team, ensuring that solutions are developed and deployed in line with ICE's data governance, security, and ethical AI standards.
+ Serve as a visible and inspirational leader for the India AICOE team, providing coaching, career development guidance, and mentorship to team members at all levels.
+ Identify opportunities to continuously improve team processes, tooling, and methodologies, drawing on best practices from across the industry to raise the bar on execution quality and speed.
+ Collaborate with external technology partners, vendors, and research communities as needed to stay ahead of the rapidly evolving Generative AI landscape and bring relevant innovations into the AICOE portfolio.
**Knowledge and Experience**
+ Bachelor's or Master's degree in Computer Science, Engineering, Information Systems, or a related technical discipline; an MBA or equivalent business leadership qualification is an advantage.
+ 12+ years of progressive experience in technology roles, with at least 3+ years in a senior leadership or people management capacity overseeing AI/ML, data science, or enterprise technology teams.
+ Demonstrated track record of building and scaling high-performing technical teams, including end-to-end ownership of hiring, onboarding, performance management, and talent development.
+ Applied AI Expertise - demonstrated, hands-on proficiency with the modern Generative AI and agentic tooling ecosystem. This includes practical, day-to-day use of tools such as Claude Desktop, Claude CLI, Claude Code, Cursor, Microsoft Copilot, and Google Gemini for real business tasks, as well as a strong command of prompting techniques and prompt engineering practices (including zero-shot, few-shot, chain-of-thought, and role-based prompting). The candidate should be capable of guiding the team in applying these skills effectively and of evaluating new AI tools as they emerge.
+ Ability to engage substantively with technical teams on AI/ML solution design, data architecture, and delivery approaches without necessarily being a hands-on coder; sufficient technical fluency to ask the right questions, review approaches critically, and make informed decisions.
+ Proven experience managing complex, multi-workstream technology programs in a matrixed, global organization, including the use of structured project governance, risk management, and stakeholder communication frameworks.
+ Strong commercial awareness and business acumen, with the ability to connect AI/ML capabilities to tangible business value and articulate that value clearly to both technical and non-technical audiences.
+ Experience working in or closely with financial services, capital markets, or data-intensive enterprise environments is highly desirable.
+ Familiarity with cloud platforms (AWS, Azure, or Google Cloud) and enterprise data infrastructure at a conceptual level, enabling effective oversight of cloud-native AI/ML development teams.
+ Knowledge of responsible AI principles, data governance, and enterprise security requirements as they apply to the development and deployment of AI/ML solutions.
+ Exceptional communication and interpersonal skills (both written and verbal) with the ability to influence, inspire, and build trust across a diverse set of global stakeholders and at all organizational levels.
+ Experience operating in an agile, innovation-lab culture, with a bias for action, a growth mindset, and the ability to navigate ambiguity and drive clarity in a fast-moving environment.
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Engineer, Release Engineering
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**Job Purpose**
The SDLC Tools Engineer, Platform Engineering, will be responsible for ICE's overall SDLC strategy. This role is a combination of hands-on and strategic vision around build and deployment working closely with key stakeholders across the company. A successful candidate will understand the complete software/dev lifecycle and have proven track record on developing complete release engineering solutions that will have a high impact and reach across the entire organization.
**Responsibilities**
+ Partner with development, engineering, and operations teams to collect technical requirements and turn those into deliverables to help build a complete SDLC strategy.
+ Assist in design and implementation plans to make certain network capacity meet existing and future requirements.
+ Conduct research and make recommendations on Infrastructure products, services, protocols, and standards in support of infrastructure systems procurement and development.
+ Work with vendors, outsourcers, and contractors to secure products and services
+ Document, explain, and schedule changes following the change management process.
+ Maintain current configuration standards on all SDLC Tools/Services, etc. including documenting vulnerabilities and researching potential solutions/upgrades.
+ Work in a fast-paced environment with minimal oversight and make sound decisions even in emergency situations.
+ Review existing ICE tools and processes, identify gaps, and identify areas for improvement.
+ POC, demo, and implement software to be used across build and deploy pipelines for on-premise bare metal, and virtual across Windows, Linux, and containerized platforms.
+ Implement monitoring, alerting, and dashboards, to maintain reliability and operational insight into SDLC platforms and CI/CD pipelines.
**Knowledge and Experience**
+ BS in Computer Science or equivalent work experience
+ 5+ years' experience with SDLC tools administration including expert level knowledge of one or many standard tools including, but not limited to, Jenkins, Bitbucket, GitHub, jFrog Artifactory, Ansible, Terraform.
+ Strong understanding of Software Development Life Cycle (SDLC) methodologies: Agile, Scrum, Waterfall (CMMi)
+ Proven IaC experience
+ Experience with Distributed and Parallel Build and Test environments.
+ Solid understanding of the basic principles of DevOps, CI/CD, agile and lean philosophies
+ Experience configuring, administrating and integrating SDLC tools such as Jira, Confluence, Bitbucket, GitHub, GitLab, Jenkins and Azure DevOps
+ Proficient in source code management: branching strategies, access controls, repository management and CI/CD pipelines
+ Experience designing and maintaining workflow automations, triggers, webhooks, and integrations between SDLC tools and other enterprise platforms
+ Strong knowledge of configuration management, artifact repositories (e.g., Nexus, Artifactory), and package management tools
+ Proficient in implementing tool upgrades, migrations and plugin/app installations with minimal disruption to development teams
+ Expert knowledge of permission models, user administration and security best practices across SDLC tools
+ Experience developing and maintaining comprehensive documentation, training materials and onboarding guides for tool usage
+ Ability to troubleshoot and resolve technical issues related to SDLC tool integrations and usability
+ Experience with Code Promotion and Lifecyle management
+ Experience with 1 or more Programming Languages like Python, Go Lang, Java, .NET, C++, C#, or similar
+ Proficiency in Scripting Languages, like Bash, Groovy, PowerShell
**Preferred Knowledge and Experience**
+ Linux and/or Windows Administration Experience
+ Hands on experience with container technologies and orchestration including, but not limited to, Docker, Podman, Kubernetes, Tanzu, OpenShift.
+ Experience creating, testing, and using API's
+ Comfort using AI coding assistants (e.g., GitHub Copilot, _Claude_ , Cursor) to accelerate development.
+ Ability to leverage AI productivity tools to automate repetitive tasks and summarize information
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