NewHydraulic Systems Engineer JobotHydraulic Systems EngineerCincinnati, OH$85,000–$120,000 / hourInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. They’re known for tackling complex technical challenges, supporting major manufacturers across the Midwest, and creating an environment where technicians and engineers can grow fast.
Hardware Design Engineer - Aerospace Industry JobotHardware Design Engineer - Aerospace IndustryWest Chester, OH$100,000–$110,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. Our teams specialize in building advanced hardware that supports critical systems across industries like aerospace, defense, and communications with a strong emphasis on innovation, quality, and collaboration.
NewProcess Engineer - Material Handling NucorProcess Engineer - Material HandlingGhent, KYInitiative: Proactively seeking out work that needs to be done and being willing to take on responsibilities and challenges (help in reducing costs, improving quality/reliability/productivity by understanding key process indicators). The role of the Process Engineer includes, but is not limited to, the continuous improvement of systems, understanding of production planning, inventory management and processes in the Material Handling Department.
NewData Center Controls Engineer, Data Center Capacity Delivery - Controls Amazon Data Services, Inc.Data Center Controls Engineer, Data Center Capacity Delivery - ControlsTrenton, OHAWS Data centers have multiple components such as generators, uninterruptable power sources, diesel generators, electrical switchgear, power distribution units, variable frequency drives, automatic/static transfer switches, chillers [air-cooled and water-cooled], pumps, cooling towers, heat exchangers, CRAHs, air economizers, etc. • Frequently visit (locally) assigned in-operation data centers to troubleshoot, meet customers, supervise vendor’s work to ensure compliance with the scope, design, SOO and applicable local codes.
CNC Field Service Engineer Gables Search GroupCNC Field Service EngineerCincinnati, OH$35–$55As a Field Service Engineer, you will provide installation, troubleshooting, repair, and maintenance support for CNC machine tools at customer facilities nationwide. Reporting to the CNC Field Service Manager, this position can be based anywhere East of the Mississippi, with preference given to candidates located within an hour of an airport and/or IL, TN, KY, AL, and OH.
Aircraft Performance Staff Engineer GE Aerospace.Aircraft Performance Staff EngineerOHAs an Aircraft Performance Engineer within the GE Aerospace Defense & Systems business, you will help engine designers to create competitive architectures by working at the intersection of aircraft design and engine design. Therefore, employment will be contingent upon the ability to prove that you meet the status of a U.S. Person as one of the following: U.S. lawful permanent resident, U.S. Citizen, have been granted asylee or refugee status (i.e., a protected individual under the Immigration and Naturalization Act, 8 U.S.C. 1324b(a)(3)).
Gas Turbine Performance Engineer BelcanGas Turbine Performance EngineerCincinnati, OH$70,000–$90,000 / yearThe ideal candidate will work across mission analysis, engine modeling, control‑system interactions, and operability evaluations to ensure engines meet safety, performance, and reliability requirements across the entire operating envelopeKey Responsibilities: NPSS Steady State Cycle Model Supporto Develop, modify, and maintain NPSS‑based cycle models.o Required Qualifications: Bachelor's degree in Aerospace Engineering, Mechanical Engineering, or related field. 2+ years of experience in gas turbine performance, propulsion modeling, aero‑thermal analysis, or similar discipline.
Military Transient Performance & Operability - Operability Advanced Lead Engineer GE Aerospace.Military Transient Performance & Operability - Operability Advanced Lead EngineerOHThe role focuses on assessing and predicting engine stability and operational capability across all flight regimes, impacting the quality of work for yourself and the team, with flexibility in task execution based on changing work situations. Operability is a cross-functional engineering discipline balancing business and technical needs to deliver quality products meeting customer and regulatory requirements.
Military Transient Performance & Operability - Operability Senior Engineer GE Aerospace.Military Transient Performance & Operability - Operability Senior EngineerOHThe role focuses on assessing and predicting engine stability and operational capability across all flight regimes, impacting the quality of work for yourself and the team, with flexibility in task execution based on changing work situations. Uses judgment to make decisions or solve moderately complex tasks or problems in areas of operational/product management, manufacturing, technology or engineering.
Lead Thermodynamic Performance Engineer GE Aerospace.Lead Thermodynamic Performance EngineerOH$130,000–$175,000 / yearHealthcare benefits include medical, dental, vision, and prescription drug coverage; access to a Health Coach from GE Aerospace; and the Employee Assistance Program, which provides 24/7 confidential assessment, counseling, and referral services. Therefore, employment will be contingent upon the ability to prove that you meet the status of a U.S. Person as one of the following: U.S. lawful permanent resident, U.S. Citizen, have been granted asylee or refugee status (i.e., a protected individual under the Immigration and Naturalization Act, 8 U.S.C. 1324b(a)(3)).
SDET (Software Development Engineer in Test) III BC ForwardSDET (Software Development Engineer in Test) IIICincinnati, OHContractorThe ideal candidate will have strong experience in test planning, automation across UI, API, and backend, and CI/CD integration and a proven ability to design robust test frameworks, mentor engineers, and drive defect resolution for complex features . With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Software Engineer - Mobile Android Client III BC ForwardSoftware Engineer - Mobile Android Client IIICincinnati, OH$70–$76 / hourFull timeThe ideal candidate will have strong experience in modern Android development, software architecture, performance optimization, and mobile application security and a proven ability to deliver secure, scalable, and customer-centric mobile banking experiences . With delivery centers and offices across North America and India, we take pride in building long-term relationships and delivering excellence through innovation, collaboration, and integrity.
Lead Transmission Line Engineer Leidos Holdings IncLead Transmission Line EngineerOH$92,300–$166,850 / yearLeidos seeks the best and the brightest, and in return, we invest in you, with an eye on your future, through career advancement, growth opportunities, and continuous improvement via mentoring, formal and informal project management training and assistance with obtaining pertinent certifications. The successful candidate will serve as a Lead Engineer and Technical Project Manager on high voltage electric transmission line design projects of overhead and underground systems for some of the largest utilities in the country as well as regional utilities.
Senior Energy Engineer Kimmel & AssociatesSenior Energy EngineerCincinnati, OH$140,000–$150,000The successful candidate will collaborate closely with engineering, estimating, sales, and project management teams while serving as a technical resource for clients and mentoring junior engineering staff. This role combines deep technical expertise with project leadership and client engagement, making it an excellent opportunity for an experienced engineer who is passionate about delivering innovative, sustainable building solutions.
Sales Engineer - Ohio Sales Xceleration RecruitingSales Engineer - OhioCincinnati, OHThis is an exciting opportunity to represent an industry-leading global manufacturer while helping customers maximize the performance, reliability, and lifecycle of mission-critical equipment across the clean energy, LNG, industrial gas, hydrogen, and cryogenic markets. This is more than a sales role - it's an opportunity to become a trusted advisor to customers while working alongside world-class engineers, service professionals, and industry experts.
Distillery Controls Engineer (Lawrenceburg, IN) MGP IngredientsDistillery Controls Engineer (Lawrenceburg, IN)Lawrenceburg, INMGP's own Branded Spirts business is growing following the 2021 acquisition of Luxco, a top spirits producer, bottler, supplier, and importer as well as the 2023 acquisition of Penelope Bourbon, known for its wide range of uniquely blended expressions. The Distillery Controls Engineer provides technical leadership and oversight for the plant’s distributed control systems (DCS) and operational technology (OT) environment to ensure reliable, secure, and efficient plant operations.
Manufacturing Engineer II NR Consulting LLCManufacturing Engineer IIErlanger, KYThis position will be focused on design and deployment of digital motion systems-this includes, but is not limited to: robot programming, working with outside vendors for turnkey systems, and deployment/maintenance of data collection and monitoring equipment. " Provides manufacturing decision-making information by calculating production, labor, and material costs; reviewing production schedules; estimating future requirements.
Senior Engineer - Mechanical QualusSenior Engineer - MechanicalWest Chester, OhioFull timeThe firm partners with utilities, commercial, industrial, data center, and government clients, and renewable and energy storage developers, offering comprehensive solutions through boutique and integrated advisory, planning, engineering, digital solutions, program management, energy efficiency and specialized field services. Qualus also provides software and technology enabled services and develops breakthrough solutions for critical power industry challenges such as distributed and variable resource integration, emergency management, and secure data exchange.
Sr. Storage Engineer Artech LLCSr. Storage EngineerCincinnati, OH$30–$35 / hourPerform backup performance tuning, infrastructure upgrades, client migrations, storage troubleshooting, disaster recovery planning, and automation using PowerShell and Bash scripting. Key responsibilities include administration of IBM Storage Protect (TSM/Spectrum Protect), Rubrik, Commvault, and cyber recovery solutions.
Reliability Engineer Gus Perdikakis AssociatesReliability EngineerCincinnati, OH$75–$85 / hourThis role will serve as a subject matter expert in performance improvement systems, Lean methodologies, and reliability initiatives, helping deliver improvements in Safety, Quality, Service, and Cost through a data-driven approach. We are seeking an experienced Reliability Engineer to support our client by driving operational excellence and continuous improvement within a high-volume manufacturing environment.
CNC Controls Engineer Fives DyAG CorpCNC Controls EngineerHebron, KYFives Group, headquartered in Paris, France, is an industrial engineering group founded in 1812 that designs and supplies machines, process equipment and production lines for the world's largest industrial groups including the aluminum, steel, tube and pipe, glass, automotive, aerospace, logistics, cement and energy sectors. This Controls Engineer will provide innovative original technical design, project leadership for sold and development projects, sales and service support, and overall software system architecture.
BUSINESS APPLICATION ANALYST / ENGINEER Moore & Van AllenBUSINESS APPLICATION ANALYST / ENGINEERNew Richmond, OHRemoteThe Business Application Analyst/Engineer reports to the Director of Financial Systems & Reporting and will be responsible for maintaining and developing the firm’s business intake forms and workflows and other financial systems. Moore & Van Allen PLLC, a dynamic and fast-growing full-service law firm of more than 400 attorneys and professionals, is seeking an experienced Business Application Analyst/Engineer to join our team.
Quality Assurance Engineer Mattr CorpQuality Assurance EngineerFairfield, OHDriven by our long-term commitment to the research and development of outstanding materials, products and technologies, our mission is to lead the industry in manufacturing superior heat and cold shrink products that meet CGA, UL and other industry approved certifications. DSG-Canusa has been developing and producing high-quality heat shrink tubing, cold-applied accessories and heat shrink equipment for over 50 years.
Mechanical Engineer Controlled Environment Systems, LLCMechanical EngineerCincinnati, OHProvide detailed system submittals including but not limited to mechanical airflow diagrams, sequences of operations, product data selections, calculations, and conceptual design sketches. Team support and Collaboration: Collaborate with cross-functional teams to integrate engineered system designs into broader projects.
Mechanical Packaging Engineer, Life Sciences Stress Engineering Services Inc.Mechanical Packaging Engineer, Life SciencesMason, OHAs a Mechanical Packaging Engineer – Life Sciences at SES, you will primarily focus on solving complex challenges in medical device and life sciences packaging systems, supporting products used in real-world environments, from clinical settings to in-home and self-care applications. In addition to regulated medical packaging, you will also contribute to industrial and consumer packaging projects, applying the same engineering rigor to improve packaging performance, durability, manufacturability, and cost efficiency across a broader range of products and distribution environments.
Aerospace Supplier Quality Engineer (FAI REVIEWER) TRIGO ADR AmericasAerospace Supplier Quality Engineer (FAI REVIEWER)Cincinnati, OHFull timeTrigo’s team of dedicated Delivery Assurance Specialists, Supplier Development Specialists, Supplier Quality Engineers and Program Managers support hundreds of Customers and are deployed to thousands of Suppliers worldwide focused on achieving On-Time and On-Quality Delivery results. Prior practical experience and implementation of Quality Engineering tools and systems such as: DOE, FMEA, SPC, RCCA, APQP, PPAP, controls plans, material control, process control, systems performance, product evaluation, MSA, metrology, automated measurement, and software is preferred.
LEAD ML ENGINEER ClifyX, INCLEAD ML ENGINEERBlue Ash, OHImplement CI/CD for ML (model versioning, automated testing, promotion gates, rollback strategies) using Azure DevOps / GitHub Actions integrated with Databricks. " Translate Data Science prototypes into robust, maintainable services and workflows with strong testing, observability, and reliability.
Software Engineer Javen TechnologiesSoftware EngineerCinacinnati, OHSeeking a Software Developer with strong expertise in Node.js and TypeScript to build and maintain scalable backend services and APIs. The ideal candidate has experience designing clean, efficient code and working in modern cloud-based environments.
Electrical Engineer 3dB LabsElectrical EngineerWest Chester, OHFull timeThe ideal candidate brings hands-on experience in electrical and RF hardware design, a solid understanding of government program development processes, and the drive to take ownership of complex engineering challenges. Design, develop, and test analog and digital electronic circuits and subsystems, with an emphasis on RF-adjacent hardware including power distribution, signal conditioning, and hardware interfaces.
Manufacturing Engineer Ii The Kemtah Group, Inc.Manufacturing Engineer IiErlanger, KY$62,700–$104,500 / yearJob Core Responsibilities Evaluates manufacturing processes by designing and conducting research programs; applying knowledge of product design, programming, assembly, tooling, and materials Develops manufacturing processes and designs by studying product requirements; researching, designing, modifying, and implementing manufacturing methods and equipment. Optimization of process and consulting with process engineers on a ''design for manufacturability'' approach Understands and minimize both technical process variability and human process variability Participates in Design and NC Programming and maintaining revision control for processes and designs Improves manufacturing efficiency by analyzing and planning work flow, space requirements, and equipment layout.
Metallurgy Engineer Consultant Stress Engineering Services Inc.Metallurgy Engineer ConsultantMason, OHWe operate at the intersection of deep technical expertise and real-world application—combining advanced analysis, hands-on testing, and engineering judgment to deliver answers in high-consequence environments. Thought leadership - You’ll have the opportunity to contribute to meaningful engineering insights, share your expertise with the broader industry, and build credibility as a trusted technical voice.
Mechanical Test Engineer Stress Engineering Services Inc.Mechanical Test EngineerMason, OHWe’re known for deep technical expertise and proven performance in instrumentation and testing, failure analysis, reliability and predictive engineering, materials science, solid mechanics and structural design, heat transfer, fluid mechanics, floating systems, and forensics. You’ll plan and execute custom tests, design fixtures and methods, instrument hardware, collect high-quality data, and transform results into clear, actionable insights.
Senior Mechanical Project Engineer Hixson Architecture, Engineering and InteriorsSenior Mechanical Project EngineerCincinnati, OhioAs a Senior Mechanical Project Engineer, you will: •Lead mechanical engineering design for critical process air handling systems (GMP), laboratory air handling systems, ductwork, and hydronic systems (chillers, steam boilers, hot water boilers, cooling towers). Hixson is seeking a Senior Mechanical Project Engineer with advanced expertise in HVAC and hydronic heating/cooling systems for large-scale industrial and commercial facility projects.
Mechanical Engineer J.Riley RecruitmentMechanical EngineerCincinnati, OHThis role is well suited for an engineer who can manage multiple assignments, collaborate effectively with architects, engineers, contractors, and field personnel, and continue developing technical expertise while taking increasing ownership of design and coordination responsibilities within a growing MEP environment. Experienced engineers will find a role that provides technical variety, access to senior engineering mentorship, increasing project ownership, and the resources of a larger platform with the collaboration and responsiveness of local project teams.
Electrical Engineer J.Riley RecruitmentElectrical EngineerCincinnati, OhioExperienced engineers will find a role that provides technical variety, access to senior engineering mentorship, room to grow into greater project ownership, and the resources of a larger platform with the collaboration and responsiveness of local project teams. This role is well suited for an engineer who can manage multiple assignments, coordinate effectively with architects, engineers, contractors, and field personnel, and continue building technical depth while taking increasing ownership of design work within a collaborative MEP environment.
Distribution Substation Protection & Control Engineer - REMOTE ICF International IncDistribution Substation Protection & Control Engineer - REMOTECincinnati, OHRemotePay Range - There are multiple factors that are considered in determining final pay for a position, including, but not limited to, relevant work experience, skills, certifications and competencies that align to the specified role, geographic location, education and certifications as well as contract provisions regarding labor categories that are specific to the position. ICF is seeking a Distribution Substation Protection & Control Engineer, to work on the design of relay and protection and control projects on distribution substations at voltages from 12kV to 69kV with the goal of providing excellent quality work for our clients.
NewTechnical Sales Engineer - Custom HVAC - Cincinnati Michael Page InternationalTechnical Sales Engineer - Custom HVAC - CincinnatiCincinnati, Ohio$120,000–$150,000 / yearFull timeIndustry Leading Training and Career Growth Programscompletely custom product portfolio with limitless opportunitiesContact Katie Meon on Quote job ref JN-062026-7041077Job SummarySector: SalesSub Sector: Account ManagerIndustry: Industrial / ManufacturingLocation: CincinnatiContract Type: PermanentConsultant name: Katie MeonJob Reference: JN-062026-7041077 Also includes commodity replacement equipment/solutionsSales Strategy Execution Develop and implement regional sales plans aligned with company goalsProject Coordination Collaborate with engineering and manufacturing teams to ensure product specifications meet customer requirements.
Tooling Engineer GpacTooling EngineerCincinnati, OH80000–105000Preferred Experience• Deep-draw or metal stamping background• Tooling & fixture design expertise• Machining experience• Welding processes: spot, projection, MIG• Automation, robotics, and vision systems• ISO/IATF quality systems knowledge• Lean manufacturing and CI experience Skills & Competencies• Strong leadership skills with the ability to influence and collaborate across teams• Proficiency in MS Word, Excel, PowerPoint• Experience with AutoCAD, Rhino, or SolidWorks (preferred)• Ability to read/interpret 2D drawings and 3D CAD models• Understanding of CAD/CAE principles• Highly organized, self-directed, and able to manage multiple priorities. Qualifications• Bachelor’s degree in Engineering or equivalent combination of education and experience.• 5+ years of relevant experience in tooling, metal stamping, machining, or sheet-metal manufacturing.
Civil Engineer Water/Wastewater Kimley-Horn and Associates IncCivil Engineer Water/WastewaterCincinnati, OHDesigning water transmission and distribution systems, pumping stations, conveyance systems, water treatment systems, water/wastewater distribution planning, master planning, and treatment plant rehabilitation and expansions. Ranked 18 times as one of Fortune Magazine's "100 Best Companies to Work For," Kimley-Horn prides itself on hiring high-achieving, dedicated, and reliable professionals.
Civil Engineer Land Development Kimley-Horn and Associates IncCivil Engineer Land DevelopmentCincinnati, OHIn addition to strong technical experience, other responsibilities will include research, coordination, project management, staff management, cost estimating, permitting for land disturbance and preparation of bid packages as well as technical specifications. Candidates should have experience with site civil design, permitting, and applicable software applications including hydrology modeling program, storm drainage programs, AutoCAD, and Civil 3D.
NewCRM Analytics Engineer RedVector.com LLCCRM Analytics EngineerCincinnati, OHYou will partner with Revenue Analytics team members, business partners, and stakeholders to build and maintain the dataflows, recipes, dashboards, and analytical resources that support critical planning, forecasting, and revenue decisions. Working within Salesforce and CRM Analytics (CRMA), you will support the datasets, dashboards, and reporting that Sales, Marketing, and Customer Success rely on to measure performance and make data-driven decisions.
Electrical Engineer (Testing) Prysmian SpAElectrical Engineer (Testing)Highland Heights, KYWith Diversity, Equity, and Inclusion (DE&I) as part of our Social Ambition 2030 and a strategic pillar of our Company culture, Prysmian is committed to the development of an organization that prioritizes talent, where people feel respected, included, and free to fully express their potential just as they are. We are seeking a Senior Electrical Engineer to join a small, highly collaborative engineering team working on copper Ethernet cabling systems and hybrid fiber/copper solutions.
NewSenior Electrical Engineer – Power Systems & Distribution Matrix TechnologiesSenior Electrical Engineer – Power Systems & DistributionCincinnati, OH$90,000–$128,000You will work directly with clients, collaborate with multidisciplinary engineering teams, provide technical leadership on projects, and mentor developing engineers while helping deliver innovative solutions to complex industrial challenges. While performing the duties of this job, the employee is occasionally required to stand; walk; sit; stoop, kneel, crouch; use hands to finger, handle, or feel objects, tools or controls; reach with hands and arms; talk, and hear.
IT Systems Engineer Rumpke of Ohio, Inc.IT Systems EngineerCincinnati, OHPart timeThe IT Systems Engineer is a technical role responsible for the architecture, design, and engineering of Rumpke’s core IT infrastructure which includes Windows Server environments, Active Directory, Microsoft 365, virtualization (VMware), enterprise storage (SAN), backup and recovery, cloud services (Azure/AWS), identity and access management (Entra ID), and SQL Server platforms. The role leads infrastructure modernization and automation initiatives, drives the strategic planning for systems, network, and security in partnership with the Security, Development, and Analytics teams, and leads the infrastructure work stream for acquisition integrations.
NewDigital Signal Processing Engineer Northrop Grumman CorpDigital Signal Processing EngineerCincinnati, OH$91,800–$137,600 / yearWe are seeking cleared or clearable Digital Signal Processing Engineers who are self-motivated, energetic individuals who will be responsible for developing cutting edge algorithms in MATLAB or other programming languages such as CUDA/OpenCL, Python, C/C++ in Linux/UNIX or Windows environments. Digital Signal Processing (DSP) Engineers contribute to a broad range of applications with exposure to a variety of programs and technologies that provide critical solutions to US government intelligence agencies and the Department of Defense.
Data Engineer II StratAcuity Staffing Partners IncData Engineer IICincinnati, OH$48–$55 / hourThe Consumer Profitability & Insights (CP&I) team is seeking a Data Engineer II to help build, support, and modernize critical data products that power Retail performance management, banker productivity insights, customer engagement analytics, and enterprise data domain enablement. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.
DevOps Engineer Elevate Patient Financial Solutions IncDevOps EngineerCincinnati, OHThe DevOps Engineer is responsible for designing and supporting private, enterprise‑grade Azure environments that rely on private endpoints, controlled DNS resolution, segmented VNets, and restricted ingress/egress patterns. The DevOps Engineer is responsible for designing, deploying, and supporting Elevate's Azure cloud platform with a strong emphasis on secure networking, automation, and scalable application delivery.
Innovation Engineer ProAmpacInnovation EngineerCincinnati, OHFull timeCollaborate with cross-functional teams as well as local product development engineers and material & process suppliers, industry experts, manufacturing, sales, and customers to develop specifications, evaluate, and control properties of substrates, materials and processes. The Innovation Engineer will support the development and commercialization of sustainable flexible fiber-based packaging solutions (recyclable and compostable) through hands-on product development, laboratory evaluation, quality testing, and customer trial support.
Validation Engineer Validation & Engineering Group, IncValidation EngineerCincinnati, OHValidation & Engineering Group, Inc. (V&EG) is a leading services supplier who provides solutions for the Pharmaceutical, Biotechnology, Chemical, Food, and Medical Devices industries in the following areas: Laboratory, Compliance, Computer, Engineering, Project Management, Validation, and other services. The role demands deep technical expertise across the full validation lifecycle — including URS development, FAT/SAT execution, and Computer System Validation (CSV) — as well as hands-on experience with systems and controls integration.
AI/ML Engineer LLM & Agentic Systems (Python) HCL Global Systems Inc.AI/ML Engineer LLM & Agentic Systems (Python)Mason, OHKey Responsibilities Architect and deliver end-to-end LLM-powered applications and agentic workflows using Python Design and implement RAG pipelines over enterprise data using embeddings and vector databases Build multi-step, tool-using agents (planning, execution, memory) using frameworks such as LangChain Integrate AI systems with APIs, backend services, and cloud platforms Establish evaluation, reliability, and performance strategies (accuracy, latency, cost) SKill 4 - Yrs Of Exp - 6+ - vector databases Build multi-step, tool-using agents (planning, execution, memory) using frameworks such as LangChain Integrate AI systems with APIs, backend services, SKill 5 - Yrs Of Exp - 6+ - cloud platforms Establish evaluation, reliability, and performance strategies (accuracy, latency, cost).