NewCertification Engineer PROLIM CorporationCertification EngineerAtlanta, GA$40–$45 / hourTemporaryContractorFull timeWe are seeking a Senior Certification Engineer with experience in aircraft certification, regulatory compliance, and aerospace engineering to support aircraft modification and certification projects. Bachelor's degree in Aerospace Engineering, Mechanical Engineering, or a related engineering discipline.
Field Support Engineer Diagnostica Stago, Inc.Field Support EngineerAtlanta, GAFull timeTraining & Education: Provide supplemental on-site training end users and laboratory personnel on proper operation, maintenance, and troubleshooting of instruments to enhance user confidence and system longevity. Preventive Maintenance & Installation: Perform installation,, maintenance, and repairs to ensure optimal performance of Stago systems at customer sites, sales demos, trade shows, etc.
NewEntry Level Engineer #26-17957 US Tech Solutions, Inc.Entry Level Engineer #26-17957Atlanta, GASkillsets and expertise required for this position include introductory engineering knowledge, basic problem-solving skills, limited discretion making independent decisions based on procedure and review with supervisor, basic discipline software knowledge, strong work ethic, positive attitude, and the ability to build effective relationships with plant staff, design engineering staff and/or vendors. Specific Skills & Knowledge Required: Ability to read and interpret engineering plans - intermediate to advanced proficiency, MS Office - intermediate proficiency, Ability to communicate to all levels of the organization.
Senior Full-Stack Engineer (Backend Focus)- #26-17282 US Tech Solutions, Inc.Senior Full-Stack Engineer (Backend Focus)- #26-17282Alpharetta, GASenior full-stack engineer to join a small, high-impact team building and expanding an enterprise platform for content creation, publishing, integrations, plugins, and AI-enabled user experiences. About US Tech Solutions: US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions.
NewSenior Full Stack Engineer (React Native, TypeScript, Node.js) EPAM SystemsSenior Full Stack Engineer (React Native, TypeScript, Node.js)Atlanta, GAIn this role, you will be responsible for designing and developing next-generation digital experiences for mobile devices, working end-to-end across backend-for-frontends (BFFs) and React Native applications. We are seeking a highly skilled Senior Full Stack Engineer with deep expertise in React Native, TypeScript, and Node.js, and hands-on experience building AI-driven, agentic systems.
AI Engineer SamsaraAI EngineerAtlanta, GAYou will collaborate with architects, engineers, and cross-functional stakeholders across Samsara to brainstorm, design, rapidly prototype, and productionalize AI-driven features and capabilities that integrate deeply into real business workflows. Samsara (NYSE: IOT) is the pioneer of the Connected Operations™ Cloud, which is a platform that enables organizations that depend on physical operations to harness Internet of Things (IoT) data to develop actionable insights and improve their operations.
Software Engineer (C# .NET Framework/SQL Server) SarnovaSoftware Engineer (C# .NET Framework/SQL Server)Atlanta, GAThe position is well suited for an engineer who enjoys working with complex systems, troubleshooting production issues, and contributing to the continued evolution and sustainability of the platform. This role focuses on supporting, enhancing, and progressively modernizing enterprise and legacy applications using C#, NET Framework, and SQL Server.
NewSr. Software Engineer Investment Tech | Python AWS Snowflake Hybrid Living TalentSr. Software Engineer Investment Tech | Python AWS Snowflake HybridAtlanta, GA$160,000–$170,000 / yearCore Competencies Thought leader: Design and implement large-scale distributed systems, microservices, web applications, and cloud infrastructure. Hands-on builder and executor: dive deep into code and infrastructure when needed to unblock teams and maintain delivery velocity.
NewSr. Engineer Python | Lamdas | Investment Management | Hydrid Living TalentSr. Engineer Python | Lamdas | Investment Management | HydridAtlanta, GA$165,000–$200,000 / yearHands-on builder and executor: dive deep into code and infrastructure when needed to unblock teams and maintain delivery velocity. Architect solutions end-to-end; lead solution design workshops; define design principles and technology roadmaps.
NewSW Engineer | React | Spring Boot | ESG Hybrid Living TalentSW Engineer | React | Spring Boot | ESG HybridAtlanta, GA$125,000–$145,000 / yearExperience in fintech, investment management, asset management, or similar domains. Troubleshoot and debug performance issues across base code, APIs, and data layers.
NewSenior Associate, SailPoint Identity Governance Engineer KPMGSenior Associate, SailPoint Identity Governance EngineerAtlanta, GA$95,855–$208,265 / yearSolid understanding of core Identity and Access Management principles, including identity lifecycle management, access requests, access certification, and role engineering; understanding of IAM and governance concepts, security controls, and regulatory requirements related to access governance (for example: SOX, NIST, ISO 27001); familiarity with cloud environments (AWS, Azure, or GCP). If you're looking for a firm with a strong team connection where you can be your whole self, have an impact, advance your skills, deepen your experiences, and have the flexibility and access to constantly find new areas of inspiration and expand your capabilities, then consider a career in Advisory.
NewSenior Full Stack Engineer (TypeScript, Node.js) EPAM SystemsSenior Full Stack Engineer (TypeScript, Node.js)Atlanta, GAContribute to the development of AI-powered user experiences, such as: evolving native web experiences toward an “AI-native” platform, developing an AI Center (subject to business direction), building AI-driven dashboards (e.g., Digital Advisor for Client Assist use cases). In this role, you will help shape the future of digital experiences by advancing a fully AI-native architecture, including intelligent agents, dynamic user interfaces, and scalable infrastructure.
NewSenior PBAC Engineer EPAM SystemsSenior PBAC EngineerAtlanta, GAGeneral knowledge of Active Directory (AD) or other LDAP Directory Services, Intrusion Detection, Security Policies / GPOs, Operating System (OS) hardening, Single Sign-on (SSO), Federation (SAML and/or OIDC), Multi-Factor Authentication (MFA), Certificates/Public Key Infrastructure (PKI), Identity Management concepts, Cloud Technology and device authentication a plus. In this role, the Senior IAM Engineer will focus on pBAC / PBAC (Policy-Based Access Control) capabilities, including centralized policy decisioning, distributed policy enforcement integration, attribute/context aggregation, and auditability to meet security and compliance expectations.
NewSenior Software Engineer Kforce Inc.Senior Software EngineerAtlanta, GARemote$38–$46The client is taking on a new initiative that will create an uptick in available work needed to be done for their current applications, as they will be needing to rebuild all APIs, perform new integrations, and add new features to the UI. Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs.
Senior Software Engineer - Route Execution SamsaraSenior Software Engineer - Route ExecutionAtlanta, GARemoteYou believe customers are more than a number: Samsara engineers enjoy a rare closeness to the end user and you will have the opportunity to participate in customer interviews, collaborate with customer success and product managers, and use metrics to ensure our work is translating into better customer outcomes. • You want to impact the industries that run our world: The software, firmware, and hardware you build will result in real-world impact—helping to keep the lights on, get food into grocery stores, and most importantly, ensure workers return home safely.
NewSr Software Engineer | Wealth Management Platform | Python AWS | Hybrid Living TalentSr Software Engineer | Wealth Management Platform | Python AWS | HybridAtlanta, GA$165,000–$200,000 / yearWealth Management Platform for Institutional & Retail clients touching the entire Trading Lifecycle Sr Software Engineer | Python & AWS Hands-on development | Solutioning | Leading | Mentoring junior developers Location: Midtown Atlanta. Mentor and coach software engineers at all levels; foster collaboration with enterprise architecture and adjacent technology teams.
Sr. Product Engineer – Web Services EsriSr. Product Engineer – Web ServicesAtlanta, GARemote$93,600–$159,328 / yearExperience working with ArcGIS applications and technologies (such as ArcGIS Hub, ArcGIS Map Viewer, ArcGIS REST APIs, ArcGIS API for Python, ArcGIS Maps SDKs). You will act as a service owner and trusted decision‑maker, shaping priorities, balancing tradeoffs, and ensuring our web services remain reliable, scalable, and valuable to customers over time.
Machine Learning Lead Engineer Cox AutomotiveMachine Learning Lead EngineerSmyrna, GA$134,900–$224,900Structures, trains, and deploys models to learn from complex data across multiple modalities (e.g., structured, unstructured, image, video, audio) to uncover patterns and develop practical solutions. Possesses deep knowledge in at least one sub-area of machine learning, such as deep learning, generative AI, computer vision, optimization, predictive models, or causal machine learning.
Senior Engineer (Product) - Remote LaterSenior Engineer (Product) - RemoteAtlanta, GARemote$125,000–$205,000 / yearBy combining trusted insight with expert guidance, Later removes guesswork from influencer marketing, enabling brands to choose the right creators, execute fully managed campaigns, and drive meaningful growth across awareness, engagement, and revenue. Built on a native, AI-powered platform and more than a decade of proprietary data—including billions of social interactions, impressions, and $2.4B+ in verified influencer-driven purchases—Later helps teams understand what will work before they launch.
Product Engineer II – Utility Solutions EsriProduct Engineer II – Utility SolutionsAtlanta, GARemote$79,664–$133,120 / yearAs the Product Engineer II – Utilities, you will collaborate with customers, industry teams, and other product development team members to design, develop, and support the right geospatial solutions for electric, gas, water, sewer, stormwater and telecommunications agencies. Design and author test cases for functionality, performance, scalability, and durability; execute both manual and automated tests, analyze test results, and report results.
Senior Data Engineer - Agentic AI Engineering BoomiSenior Data Engineer - Agentic AI EngineeringAtlanta, GAThis role focuses on building and operating scalable, high-quality data infrastructure that powers agentic AI systems, including LLM-based agents, multi-agent workflows, and tool-using AI systems. • Architect and build scalable, secure, and observable data infrastructure to power LLM-based agents, multi-agent systems, and tool-using AI workflows.
Systems Engineer Vaco LLCSystems EngineerNorcross, GA$110,000–$120,000 / yearDetermining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual’s skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
Project Engineer Vaco LLCProject EngineerNorcross, GA$110,000–$120,000 / yearDetermining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual’s skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
Consulting Systems Engineer Primetals TechnologiesConsulting Systems EngineerAlpharetta, GAOur Consulting Systems Engineers perform engineering, specification, design, testing and commissioning of Programmable Logic Controllers (PLCs), Distributed Control Systems (DCSs) and Human Machine Interface (HMI) based automation control systems that integrate hardware and software for large industrial project applications, specifically in the metals industry. Consulting Systems Engineers also provide technical solutions, process know-how, customer training, and service support on large industrial processes, including electrical, mechanical, and metallurgical processes, for rolling and processing of metals for industrial customers, domestic and international.
NewGovCloud Nightforce Support Engineer Tableau SoftwareGovCloud Nightforce Support EngineerAtlanta, GAThe GovCloud Nightforce Support Engineer is a customer-focused expert and is responsible for GovCloud/US Only Support handling and execution of all Severity cases and chat across Service Cloud, Sales Cloud, Industries, Agentforce, Data Cloud, Marketing Cloud, MuleSoft, Revenue Cloud, OwnBackup, and Tableau Next, as well as implementing and finding ways to prevent customer issues through proactive support and monitoring. As a member of the Nightforce Support team, this Support Engineer is technically competent and has the opportunity to expand their skills across multiple Salesforce products, is business oriented and highly customer centric, with opportunities for cross-cloud certifications and specialized government cloud expertise development.
Molding Engineer I - Alpharetta, GA Avanos MedicalMolding Engineer I - Alpharetta, GAAlpharetta, GAHere at Avanos Medical, we passionately believe in three things: Making a difference in our products, services and offers, never ceasing to fight for groundbreaking solutions in everything we do; Making a difference in how we work and collaborate, constantly nurturing our nimble culture of innovation; Having an impact on the healthcare challenges we all face, and the lives of people and communities around the world. They will work with senior engineers, marketing’ and project leaders to create/redefine product specifications through innovative and robust processing solutions, as well as coordinate tool builds and validation at both internal and external sites.
R&D Principal Engineer - Alpharetta, GA Avanos MedicalR&D Principal Engineer - Alpharetta, GAAlpharetta, GA$112,212–$149,242 / yearB.S. degree in polymer science/engineering, chemistry, chemical engineering, materials science, or any other related field, with 12+ years of experience, Or Master of Science in polymer science/engineering, chemistry, chemical engineering, materials science, or any other related field, with 10+ years of experience, Or PhD in polymer science/engineering, chemistry, chemical engineering, materials science, or any other related field, with 8+ years of experience with a focus on silicone or elastomers. Here at Avanos Medical, we passionately believe in three things: Making a difference in our products, services and offers, never ceasing to fight for groundbreaking solutions in everything we do; Making a difference in how we work and collaborate, constantly nurturing our nimble culture of innovation; Having an impact on the healthcare challenges we all face, and the lives of people and communities around the world.
NewSenior Associate, Privileged Access Management Delivery Engineer KPMGSenior Associate, Privileged Access Management Delivery EngineerAtlanta, GA$95,855–$208,265 / yearImplement and maintain PAM capabilities including privileged credential management, session management, just-in-time access, and endpoint management (EPM)components; implement automated integration across adjacent security solutions (for example: Crowdstrike, SIEM solutions, ServiceNow); automate PAM tasks using scripting and APIs (such as PowerShell, Python, REST, and others) and integrate with enterprise platforms (that is, Active Directory, IdPs, ITSM platforms, SIEM platforms, and more). Hands on experience with Privileged Access Management delivery and engineering, with specific experience using CyberArk On-Prem and SaaS solutions; additional experience with secrets management platforms (that is, Conjur, HashiCorp) and other PAM platforms (such as Delinea, BeyondTrust) preferred.
NewRailway Engineer - Remote Teoresi GroupRailway Engineer - RemoteAtlanta, GARemoteIntegration of onboard and wayside subsystems, including signaling components, sensors, communication interfaces, and control units, into system-level testing environments (e.g., HIL/SIL). At Teoresi, we specialize in supporting companies in creating projects using cutting-edge technologies such as self-driving cars and nanotechnology for the medical field.
Senior Software Engineer II DoubleVerifySenior Software Engineer IIAtlanta, GA$107,000–$193,000 / yearRockerbox empowers marketing executives to confidently make data-driven decisions, helping brands such as Tula, Figs, and Burton with the strategic decision-making that drives growth. You’ll partner closely with product managers to define requirements, design intuitive data endpoints, and deliver seamless integrations between backend services and user interfaces.
Sr Systems Engineer Primetals TechnologiesSr Systems EngineerAlpharetta, GAOur manufacturing teams build products our customers depend on for producing steel plants, and our service teams are ensuring that our customers are operating at the highest level. Primetals Technologies USA, LLC is a leading partner for engineering, plant construction and lifecycle services in the metal industry.
Senior Software Engineer InfobloxSenior Software EngineerAtlanta, GA$133,000–$198,220 / yearHere, how we empower our people is extraordinary: Glassdoor Best Places to Work 2025, Great Place to Work-Certified in five countries, and Cigna Healthy Workforce honors three years running — and what we build is world-class: recognized as CybersecAsia’s Best in Critical Infrastructure 2024 — evidence that when first-class technology meets empowered talent, remarkable careers take shape. As a Cloud platform and Networking Engineer, you will play a crucial role in designing and implementing Cloud networking solutions and have the opportunity to work with the best of the technical and thought leadership team at Infoblox.
NewSr Software Engineer - Mobile Development Cox AutomotiveSr Software Engineer - Mobile DevelopmentFairburn, GA$101,500–$169,100This is a hands-on role focused on building production-ready solutions, while contributing to technical direction, mentoring engineers, and leveraging modern tools-including AI and spec-driven development-to improve engineering productivity and outcomes. This role works cross-functionally with Product, Architecture, and Engineering teams to deliver business value through high-quality, reliable software.
Manager, AI Marketing Orchestration, GTM Engineer SarnovaManager, AI Marketing Orchestration, GTM EngineerAtlanta, GAThis role transforms marketing from a manual, channel-driven function into a scalable, AI-powered growth engine by automating execution, improving speed to market, and increasing efficiency across campaigns. The Manager, AI Marketing Orchestration will design, build, and optimize agentic marketing workflows that drive scalable growth across email, paid media, data and content.
Entry Level Developer Python/Java/Software Engineer SynergisticITEntry Level Developer Python/Java/Software EngineerAtlanta, GA$82,000–$136,000 / yearFull timeA typical market demand pattern is clear: organizations still need entry-level software programmers, Java full stack developers, Python/Java developers, DevOps-focused engineers, and on the data side data analysts, BI analysts, data engineers, data scientists, and machine learning engineers. SynergisticIT since 2010, has helped candidates land full-time roles at major organizations ( including Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, JPMC, Wayfair, Bank of America, Citi, and more) with offers commonly in the $95k–$154k range depending on role and skill depth.
Applications Engineer Electronic Breakers Siemens AGApplications Engineer Electronic BreakersPeachtree Corners, GA$83,966–$143,942 / yearExperience level Experienced Professional Job type Full-time Work mode Remote only Employment type Permanent Locations Peachtree Corners - Georgia - United States of America Position Title Applications Engineer - Electronic Miniature Circuit Breakers Location Peachtree Corners GA Remote. From more resource-efficient factories resilient supply chains and smarter buildings and grids to sustainable transportation as well as advanced healthcare we create technology with purpose adding real value for customers.
Senior DevOps Engineer ConfidentialSenior DevOps EngineerAlpharetta, GAContractorp tabindex="0">The ideal candidate will have strong hands-on experience supporting software platforms on any combination of the following platforms - Kubernetes, Cloud (AWS, Azure, and/or Google), API based development, REST framework, data engineering, and large-scale API Gateway environments etc. The candidate will have great communication skills, a team-based mentality and a strong passion for using AI to increase productivity as well as help generate new ideas for product & technical improvements.
Applications Engineer, Division Production Software, Services Hexagon ABApplications Engineer, Division Production Software, ServicesAlpharetta, GARemoteWorking closely with experienced Applications Engineers, Software Developers, Sales Teams, and Customers, this position provides an excellent opportunity to develop technical expertise in CAD/CAM technologies, software development, automation, and manufacturing processes. Hexagon's Manufacturing Intelligence business area delivers solutions that leverage data from design and engineering through production and metrology to help manufacturers make smarter, data-driven decisions and improve performance across the product lifecycle.
Applications Engineer Airgas IncApplications EngineerGAThis is evident not only through our competitive compensation but also through a comprehensive benefits package that includes medical, dental, and vision plans, short-term and long-term disability, life and accidental death and dismemberment (AD&D) insurance, Employee Assistance Program (EAP), pre-tax commuter transportation benefit, parental leave, vacation, sick time, floating holidays, jury duty and funeral/bereavement leave, and paid holidays for all eligible full-time employees. As a member of the Airgas ALTEC Engineering Solutions Group, based in the Cleveland Ohio area, this individual will play a key role in the growth of Airgas specialty gas, industrial, and bulk gas business through the design and installation of equipment systems supporting Airgas portfolio of gas applications to the various industries we serve.
NewApplications Engineer Acuity IncApplications EngineerConyers, GA$66,500–$143,600 / yearAny unsolicited resumes sent to Acuity Inc. from a third party, such as an Agency recruiter, including unsolicited resumes sent to an Acuity Inc. mailing address, fax machine or email address, directly to Acuity Inc. employees, or to Acuity Inc. resume database will be considered Acuity Inc. property. Reporting to the Engineering Manager, the Senior Application Engineer will work with Project Managers and Application Engineers to deliver a high level of consistency in engineering and project delivery of our Strategic Account Customer projects.
Protection & Control Applications Engineer I 4P/541 4P ConsultingProtection & Control Applications Engineer I 4P/541Forest Park, GeorgiaThis entry-level role focuses on developing technical expertise under guidance while contributing to individual project deliverables. Protection & Control Applications Engineer I Location- Forest Park GA 30297 HYBRID .
Applications Engineer Andritz AGApplications EngineerKennesaw, GAThe Applications Engineer is responsible for the generation of new equipment proposals that comply with customer specifications, providing technical support to sales team, and guiding customer RFQs from inception through budgeting, quoting, and seamless handoff to project management. Generate bills of material, estimates, technical datasheets, P&IDs, project schedule and other proposal documents that support the clients' needs while adhering to ANDRITZ's pricing and proposal guidelines.
Protection & Control Applications Engineer 1 4PC- 305 4P ConsultingProtection & Control Applications Engineer 1 4PC- 305Forest Park, GeorgiaProtection & Control Applications Engineer 1 4PC- 305 Location- Forest Park- GA Client - Southern Company Contract- 5 months - Entry-level Protection & Control Applications Engineer role requiring 0-5 years of related experience and a bachelor’s degree in engineering. - Exhibits strong work ethic, positive attitude, and ability to build effective relationships with field staff, design engineering staff, and/or vendors.
Senior Enterprise Applications Engineer Cox Enterprises IncSenior Enterprise Applications EngineerAtlanta, GADesign, build, and maintain scalable data pipelines and ETL/ELT workflows using Snowflake, AWS, dbt, and/or Informatica, integrating enterprise financial applications with data warehouses, relational databases (PostgreSQL, MySQL, SQL Server), and BI platforms. • Independently plan, manage, and deliver small to medium-sized projects end-to-end (requirements gathering, solution design, development, testing, deployment, documentation, and post-implementation support), while also contributing technical components to larger cross-functional programs.
Senior Enterprise Applications Engineer Cox CommunicationsSenior Enterprise Applications EngineerAtlanta, GeorgiaDesign, build, and maintain scalable data pipelines and ETL/ELT workflows using Snowflake, AWS, dbt, and/or Informatica, integrating enterprise financial applications with data warehouses, relational databases (PostgreSQL, MySQL, SQL Server), and BI platforms. Independently plan, manage, and deliver small to medium-sized projects end-to-end (requirements gathering, solution design, development, testing, deployment, documentation, and post-implementation support), while also contributing technical components to larger cross-functional programs.
Advanced Applications Engineer Acuity IncAdvanced Applications EngineerAtlanta, GA$83,300–$164,400 / yearAny unsolicited resumes sent to Acuity Inc. from a third party, such as an Agency recruiter, including unsolicited resumes sent to an Acuity Inc. mailing address, fax machine or email address, directly to Acuity Inc. employees, or to Acuity Inc. resume database will be considered Acuity Inc. property. The "Advanced Applications Engineer" will provide the highest level of field support to our regional channel partners, consultants and prospective users by providing advanced system design, deployment, programming, third-party integration, and troubleshooting.
Applications Engineer AWC CareerApplications EngineerAtlanta, GeorgiaBase level knowledge of Electrical and Automation products, including but not limited to PLC’s, IO’s, Safety Devices, Enclosures, Motor Starters, Variable Frequency Drives, Pneumatics, Sensors, Panelboards, etc. As an Application Engineer with AWC you will be individually supporting our sales team by working with customers to understand their applications and discuss how technology can be implemented for improvement.
IT Applications Engineer III Kaiser PermanenteIT Applications Engineer IIIAtlanta, GAEssential Responsibilities: • Completes work assignments by applying up-to-date knowledge in subject area to meet deadlines; following procedures and policies, and applying data and resources to support projects or initiatives; • Collaborating with others, often cross-functionally, to solve business problems; • Supporting the completion of priorities, deadlines, and expectations; • Communicating progress and information; • Identifying and recommending ways to address improvement opportunities when possible; • and escalating issues or risks as appropriate. Supports component integration testing (CIT) and user acceptance testing (UAT) for application initiatives by providing triage, attending test team meetings, keeping the QC up-to-date, performing fixes and unit testing, providing insight to testing teams in order to ensure the appropriate depth of test coverage, and supporting the development of proper documentation.
Field Service / Applications Engineer Cesna RecruitmentField Service / Applications EngineerDuluth, GeorgiaMaintain clear communication with customers, internal sales teams, and headquarters regarding progress, issues, and support requests. The role also supports pre-sales technical activities, product demonstrations, and sample testing for customers.