Power BI Developer - Contract - 3-6 Month - Outside IR35I am currently looking for two strong Power BI Developers. My client is looking to get people started to deliver hospitality and commercial reporting solutions.As a Power BI Developer you will be focused on hands-on delivery, creating a new suite of Power BI reports for hospitality reporting from agreed business requirements, as well as improving and standardising the existing commercial reporting sui
Power BI Developer - Contract - 3-6 Month - Outside IR35I am currently looking for two strong Power BI Developers. My client is looking to get people started to deliver hospitality and commercial reporting solutions.As a Power BI Developer you will be focused on hands-on delivery, creating a new suite of Power BI reports for hospitality reporting from agreed business requirements, as well as improving and standardising the existing commercial reporting sui
Role: Senior Architect - Private CloudLocation: Sheffield, UK (Hybrid: 2 days/week on-site)Duration: 6 Months (Inside IR35)Experience Level: 10+ YearsRole OverviewWe are seeking a Senior Private Cloud Architect to define, design, and drive the evolution of our enterprise private cloud infrastructure. You will provide hands-on technical leadership across container platforms, event streaming architectures, and virtualization environments, ensuring our platfo
Role: Senior Architect - Private CloudLocation: Sheffield, UK (Hybrid: 2 days/week on-site)Duration: 6 Months (Inside IR35)Experience Level: 10+ YearsRole OverviewWe are seeking a Senior Private Cloud Architect to define, design, and drive the evolution of our enterprise private cloud infrastructure. You will provide hands-on technical leadership across container platforms, event streaming architectures, and virtualization environments, ensuring our platfo
Java Full Stack Developer (Angular & Spring Boot)Location: London, UK (Hybrid - 3 days in office, 2 days WFH)Employment Type: Full-Time, Permanent (FTE)Experience Required: 5-6 yearsNOTE: No sponsorship provided The RoleWe are seeking a motivated Java Full Stack Developer to design, build, and maintain scalable enterprise web applications. You will work across both frontend and backend architectures, delivering high-performance RESTful microservices and us
Java Full Stack Developer (Angular & Spring Boot)Location: London, UK (Hybrid - 3 days in office, 2 days WFH)Employment Type: Full-Time, Permanent (FTE)Experience Required: 5-6 yearsNOTE: No sponsorship provided The RoleWe are seeking a motivated Java Full Stack Developer to design, build, and maintain scalable enterprise web applications. You will work across both frontend and backend architectures, delivering high-performance RESTful microservices and us
Product Marketing Manager (B2B Saas)Location: London, UK (Hybrid - Flexible)Role Type: 6-Month Contract (High extension potential)About the OpportunityOn behalf of one of our top global technology clients-a premier digital platform with hundreds of millions of daily users-we are recruiting a founding Product Marketing Manager for an internal scale-up ventureOriginally built in-house by platform engineers, this proprietary experimentation, feature flagging,
Product Marketing Manager (B2B Saas)Location: London, UK (Hybrid - Flexible)Role Type: 6-Month Contract (High extension potential)About the OpportunityOn behalf of one of our top global technology clients-a premier digital platform with hundreds of millions of daily users-we are recruiting a founding Product Marketing Manager for an internal scale-up ventureOriginally built in-house by platform engineers, this proprietary experimentation, feature flagging,
Senior KDB+/q Developer London (Hybrid, 3 days on-site) Contract: 3 Months (Inside IR 35) We are seeking an experienced KDB+/q Developer to join a global financial institution's London trading technology division. You will play a crucial role in building, optimizing, and maintaining high-performance, real-time time-series streaming data platforms capturing tick data, market data, and algorithmic execution feeds across global markets.Core Requirements & Res
Senior KDB+/q Developer London (Hybrid, 3 days on-site) Contract: 3 Months (Inside IR 35) We are seeking an experienced KDB+/q Developer to join a global financial institution's London trading technology division. You will play a crucial role in building, optimizing, and maintaining high-performance, real-time time-series streaming data platforms capturing tick data, market data, and algorithmic execution feeds across global markets.Core Requirements & Res
Job DetailsRole: Golang DeveloperLocation: Burgess HillEmployment Type: Permanent / Full-Time Employee (FTE)Working Mode: Hybrid (3 days per week on-site)About the RoleWe are seeking an enthusiastic and diligent Golang Software Engineer to join the global Loyalty and Benefits platform. The ideal candidate combines strong technical expertise with excellent interpersonal skills and a drive to continuously learn. In this position, you will design and implemen
Job DetailsRole: Golang DeveloperLocation: Burgess HillEmployment Type: Permanent / Full-Time Employee (FTE)Working Mode: Hybrid (3 days per week on-site)About the RoleWe are seeking an enthusiastic and diligent Golang Software Engineer to join the global Loyalty and Benefits platform. The ideal candidate combines strong technical expertise with excellent interpersonal skills and a drive to continuously learn. In this position, you will design and implemen
Job Title: Quantity Surveyor - Fire Remediation (Temp to Perm)Location: Enfield Head Office (Free On-Site Parking)Position Type: Long-Term Contract transitioning to PermanentDay Rate: £350 - £400 per dayCompany Type: Leading Residential Developer / Main ContractorAbout the RoleA well-established residential developer is expanding its dedicated delivery team to support a strong pipeline of upcoming projects. We are currently seeking an ambitious and reliabl
Job Title: Quantity Surveyor - Fire Remediation (Temp to Perm)Location: Enfield Head Office (Free On-Site Parking)Position Type: Long-Term Contract transitioning to PermanentDay Rate: £350 - £400 per dayCompany Type: Leading Residential Developer / Main ContractorAbout the RoleA well-established residential developer is expanding its dedicated delivery team to support a strong pipeline of upcoming projects. We are currently seeking an ambitious and reliabl
IOS Developer Location: Manchester (2 days per week in-office)Type of role- 6 Month Contract to begin with Potential extensionClient engineering team in Manchester. You'll be taking ownership of our flagship iOS app, building clean, scalable architecture, and collaborating closely with cross-functional product teams to deliver slick user experiences.If you thrive in an environment where your code directly impacts real users every day, this role is for you.
IOS Developer Location: Manchester (2 days per week in-office)Type of role- 6 Month Contract to begin with Potential extensionClient engineering team in Manchester. You'll be taking ownership of our flagship iOS app, building clean, scalable architecture, and collaborating closely with cross-functional product teams to deliver slick user experiences.If you thrive in an environment where your code directly impacts real users every day, this role is for you.
Handyman / Multi-Skilled Operative - LiverpoolPay Rate: £20.00 per hour (CIS)Start Date: Mid-October 2026Hours: Monday to Friday, 07:30 - 16:30Duration: Long-term projectLocation: LiverpoolRole Overview: Working for a major construction developer carrying out general handyman duties, making good, basic joinery, minor patch plastering, painting touch-ups, and snagging across site.Requirements: Valid CSCS card, full own hand/power tools, relevant trade exper
Handyman / Multi-Skilled Operative - LiverpoolPay Rate: £20.00 per hour (CIS)Start Date: Mid-October 2026Hours: Monday to Friday, 07:30 - 16:30Duration: Long-term projectLocation: LiverpoolRole Overview: Working for a major construction developer carrying out general handyman duties, making good, basic joinery, minor patch plastering, painting touch-ups, and snagging across site.Requirements: Valid CSCS card, full own hand/power tools, relevant trade exper
Job Title: Telehandler/Telescopic HandlerLocation: SwindonPay: £20.00-£21.00 per hourWe are looking for a skilled and safety-conscious Telehandler/Forklift Driver to join a fast-paced residential project in Swindon. You will be working for a leading housing developer on a major new-build scheme. This is a long-term role for a reliable operator who can integrate well with a busy site team and manage the logistics of a large housing development.Responsibilit
Job Title: Telehandler/Telescopic HandlerLocation: SwindonPay: £20.00-£21.00 per hourWe are looking for a skilled and safety-conscious Telehandler/Forklift Driver to join a fast-paced residential project in Swindon. You will be working for a leading housing developer on a major new-build scheme. This is a long-term role for a reliable operator who can integrate well with a busy site team and manage the logistics of a large housing development.Responsibilit
Pega Lead Developer - CLM/KYCLocation: London, UKWork Mode: Hybrid (3 days per week)Employment Type: Contract Inside IR35Executive SummaryWe are looking for an experienced Pega Contractor specializing in CLM and KYC to architect, develop, and deploy comprehensive Business Process Management (BPM) solutions on the Pega platform.Required Technical ExpertiseCore Skills: Pega - Client Lifecycle Management (CLM) & Know Your Customer (KYC)Key ResponsibilitiesArc
Pega Lead Developer - CLM/KYCLocation: London, UKWork Mode: Hybrid (3 days per week)Employment Type: Contract Inside IR35Executive SummaryWe are looking for an experienced Pega Contractor specializing in CLM and KYC to architect, develop, and deploy comprehensive Business Process Management (BPM) solutions on the Pega platform.Required Technical ExpertiseCore Skills: Pega - Client Lifecycle Management (CLM) & Know Your Customer (KYC)Key ResponsibilitiesArc
Role: Java DeveloperType: PERM/FTELocation: Belfast, Northern IrelandWorking Model: HybridVISA SPONSORSHIP is also AvailableCore Responsibilities:Develop: Architect and maintain robust Java-based microservices leveraging Spring and SpringBoot frameworks.Lead: Guide development efforts, mentor junior developers, and ensure code quality, security, and performance.Collaborate: Partner with cross-functional and DevOps teams to automate deployments and deliver
Role: Java DeveloperType: PERM/FTELocation: Belfast, Northern IrelandWorking Model: HybridVISA SPONSORSHIP is also AvailableCore Responsibilities:Develop: Architect and maintain robust Java-based microservices leveraging Spring and SpringBoot frameworks.Lead: Guide development efforts, mentor junior developers, and ensure code quality, security, and performance.Collaborate: Partner with cross-functional and DevOps teams to automate deployments and deliver
Lead Product Manager - API & PlatformsLocation: Manchester, UK, Only 1 or 2 days to office📌 Role OverviewWe are looking for a Lead Product Manager to own and scale our core API platforms, backend microservices, and data tools. You will lead cross-functional engineering teams to build high-performance systems, improve developer experience, and integrate AI/data solutions across our global platform.🚀 Key ResponsibilitiesPlatform & API Strategy: Own the roa
Lead Product Manager - API & PlatformsLocation: Manchester, UK, Only 1 or 2 days to office📌 Role OverviewWe are looking for a Lead Product Manager to own and scale our core API platforms, backend microservices, and data tools. You will lead cross-functional engineering teams to build high-performance systems, improve developer experience, and integrate AI/data solutions across our global platform.🚀 Key ResponsibilitiesPlatform & API Strategy: Own the roa
We are seeking a seasoned, high-caliber Senior e-Trading Java Developer to join the UI & Electronic Trading team. You will contribute directly to a strategic multi-year greenfield build-out and modernization of our core Rates electronic trading platform.The position offers a dynamic working environment embedded closely with global trading desks. The ideal candidate brings extensive buy-side or top-tier investment banking experience in Rates e-trading, deep
We are seeking a seasoned, high-caliber Senior e-Trading Java Developer to join the UI & Electronic Trading team. You will contribute directly to a strategic multi-year greenfield build-out and modernization of our core Rates electronic trading platform.The position offers a dynamic working environment embedded closely with global trading desks. The ideal candidate brings extensive buy-side or top-tier investment banking experience in Rates e-trading, deep
Junior Software EngineerRole OverviewLocation: London, UKWork Model: OnsiteContract: 12 MonthsWorking Hours: 8:00 AM - 5:00 PM (Local Time)We are recruiting a Junior Software Engineer to join a technology team within a leading financial services environment.This is a great opportunity for a junior full-stack developer with 1+ year of commercial experience who wants to grow their skills while working alongside experienced engineers.Key Skills Required1+ yea
Junior Software EngineerRole OverviewLocation: London, UKWork Model: OnsiteContract: 12 MonthsWorking Hours: 8:00 AM - 5:00 PM (Local Time)We are recruiting a Junior Software Engineer to join a technology team within a leading financial services environment.This is a great opportunity for a junior full-stack developer with 1+ year of commercial experience who wants to grow their skills while working alongside experienced engineers.Key Skills Required1+ yea
The Opportunity: In this role, you will lead the design, governance, and architectural evolution of an enterprise-grade ServiceNow ecosystem. Operating at the intersection of core ITSM Pro and next-generation AI, you will transform enterprise service delivery by embedding Now Assist, Agentic AI, and automated digital workflows across complex, multi-system environments.Your ImpactAI & Workflow Innovation: Architect and deploy Now Assist, Agentic AI, and Vir
The Opportunity: In this role, you will lead the design, governance, and architectural evolution of an enterprise-grade ServiceNow ecosystem. Operating at the intersection of core ITSM Pro and next-generation AI, you will transform enterprise service delivery by embedding Now Assist, Agentic AI, and automated digital workflows across complex, multi-system environments.Your ImpactAI & Workflow Innovation: Architect and deploy Now Assist, Agentic AI, and Vir
Randstad UK CPE Team is looking to onboard an experienced Site Manager to support a new residential site in Wiltshire.Job title: Site ManagerLocation: Highworth, Wiltshire (SN6)Rate: £250.00 -£290.00 Day RateAbout the jobOur client a leading developer, is seeking an experienced and highly organized Site Manager to take the lead on our new development in Highworth. This is a week's appointment focusing on the delivery of 50 plus high-specification new build
Randstad UK CPE Team is looking to onboard an experienced Site Manager to support a new residential site in Wiltshire.Job title: Site ManagerLocation: Highworth, Wiltshire (SN6)Rate: £250.00 -£290.00 Day RateAbout the jobOur client a leading developer, is seeking an experienced and highly organized Site Manager to take the lead on our new development in Highworth. This is a week's appointment focusing on the delivery of 50 plus high-specification new build
Senior Backend Engineer (Java)Location: Manchester, UK (Hybrid - 2 days/week on-site)Role Type: ContractAbout the RoleWe are seeking a Senior Backend Engineer to design, build, and scale resilient, high-performance distributed systems. This role is ideal for a pragmatic developer who thrives in fast-paced Agile environments, excels at navigating large existing codebases, and delivers production-ready software with minimal supervision.In this role, you will
Senior Backend Engineer (Java)Location: Manchester, UK (Hybrid - 2 days/week on-site)Role Type: ContractAbout the RoleWe are seeking a Senior Backend Engineer to design, build, and scale resilient, high-performance distributed systems. This role is ideal for a pragmatic developer who thrives in fast-paced Agile environments, excels at navigating large existing codebases, and delivers production-ready software with minimal supervision.In this role, you will
Job Title: Assistant Site Manager- ResidentialLocation: Wantage, OxfordshireSector: Volume Housebuilding SiteDay Rate: £240.00 - £250.00The OpportunityAre you an ambitious Assistant Site Manager, Finishing Foreman, or trade-up professional looking for a structured step up? We are seeking a , high-energy driven Manager to join an ongoing, fast-paced volume housing development in Wantage.This role is specifically created for someone who has a solid foundatio
Job Title: Assistant Site Manager- ResidentialLocation: Wantage, OxfordshireSector: Volume Housebuilding SiteDay Rate: £240.00 - £250.00The OpportunityAre you an ambitious Assistant Site Manager, Finishing Foreman, or trade-up professional looking for a structured step up? We are seeking a , high-energy driven Manager to join an ongoing, fast-paced volume housing development in Wantage.This role is specifically created for someone who has a solid foundatio
Portfolio Accountant Job Title: Service Charge Accountant / Portfolio Accountant - South LondonLocation: Croydon, Surrey / South London (Hybrid and flex available)Job Type: Full-Time, PermanentSalary: £NEG Salary to £43.5k basic + Pension + enhanced holiday + Corporate BenefitsAbout the EmployerJoin a leading national property business voted a "Great Place to Work UK" for 5 consecutive years. Based in our modern central accounting office in Croydon, we use
Portfolio Accountant Job Title: Service Charge Accountant / Portfolio Accountant - South LondonLocation: Croydon, Surrey / South London (Hybrid and flex available)Job Type: Full-Time, PermanentSalary: £NEG Salary to £43.5k basic + Pension + enhanced holiday + Corporate BenefitsAbout the EmployerJoin a leading national property business voted a "Great Place to Work UK" for 5 consecutive years. Based in our modern central accounting office in Croydon, we use
Portfolio Accountant Job Title: Service Charge Accountant / Portfolio Accountant - South LondonLocation: Croydon, Surrey / South London (Hybrid and flex available)Job Type: Full-Time, PermanentSalary: £NEG Salary to £43.5k basic + Pension + enhanced holiday + Corporate BenefitsAbout the EmployerJoin a leading national property business voted a "Great Place to Work UK" for 5 consecutive years. Based in our modern central accounting office in Croydon, we use
Portfolio Accountant Job Title: Service Charge Accountant / Portfolio Accountant - South LondonLocation: Croydon, Surrey / South London (Hybrid and flex available)Job Type: Full-Time, PermanentSalary: £NEG Salary to £43.5k basic + Pension + enhanced holiday + Corporate BenefitsAbout the EmployerJoin a leading national property business voted a "Great Place to Work UK" for 5 consecutive years. Based in our modern central accounting office in Croydon, we use
Job Title: Quantity SurveyorLocation: Gatwick Region (Site / Office Based, 5 Days/Week)Sector: Residential Development / HousebuildingEmployment Type: ContractDay Rate: £350-£375 POSITION OVERVIEWSeeking a Quantity Surveyor to take commercial responsibility for new build residential developments across the Gatwick region. Reporting to the Commercial Manager, you will manage trade packages from pre-construction procurement through to final accounts. Require
Job Title: Quantity SurveyorLocation: Gatwick Region (Site / Office Based, 5 Days/Week)Sector: Residential Development / HousebuildingEmployment Type: ContractDay Rate: £350-£375 POSITION OVERVIEWSeeking a Quantity Surveyor to take commercial responsibility for new build residential developments across the Gatwick region. Reporting to the Commercial Manager, you will manage trade packages from pre-construction procurement through to final accounts. Require
Role : SCIDA - Specialist Services (Active DV required)Type : Contract for 12 months Location: Hemel Hempstead (some UK wide travel)Job Description : SCIDA - You will be responsible for ALL SCIDA activities of a large complex highly secure Managed Service; you are to strictly adhere to ALL platform and building SYOPS's, processes, procedures and local work instructions (inc any BT/Customer requested sub activities) as authorised and directed by the OSM (d
Role : SCIDA - Specialist Services (Active DV required)Type : Contract for 12 months Location: Hemel Hempstead (some UK wide travel)Job Description : SCIDA - You will be responsible for ALL SCIDA activities of a large complex highly secure Managed Service; you are to strictly adhere to ALL platform and building SYOPS's, processes, procedures and local work instructions (inc any BT/Customer requested sub activities) as authorised and directed by the OSM (d
Full Stack Engineer - Customer Engagement Location: Manchester (Hybrid, 2 days a week onsite)Duration: 06 monthsRole Overview Join our Engage team to drive loyalty program renewals and user engagement across our web and app platforms. Working within a leading global online travel platform, you will build and integrate innovative features using a tailored AWS stack (Micro Frontends, BFF, and Java Web Services).Pioneering AI-Driven Engineering This role heav
Full Stack Engineer - Customer Engagement Location: Manchester (Hybrid, 2 days a week onsite)Duration: 06 monthsRole Overview Join our Engage team to drive loyalty program renewals and user engagement across our web and app platforms. Working within a leading global online travel platform, you will build and integrate innovative features using a tailored AWS stack (Micro Frontends, BFF, and Java Web Services).Pioneering AI-Driven Engineering This role heav
The Opportunity: In this role, you will join our Search & Discovery squad in Manchester as a hands-on Full Stack Engineer. Working alongside technical leads, product managers, and UI/UX designers, you will build and enhance features that power our core customer search experience and new discovery interfaces.Your ImpactFeature Delivery: Build responsive, high-performing user interfaces using React and TypeScript, seamlessly integrated with Java backend micr
The Opportunity: In this role, you will join our Search & Discovery squad in Manchester as a hands-on Full Stack Engineer. Working alongside technical leads, product managers, and UI/UX designers, you will build and enhance features that power our core customer search experience and new discovery interfaces.Your ImpactFeature Delivery: Build responsive, high-performing user interfaces using React and TypeScript, seamlessly integrated with Java backend micr
Forward Deployed Engineer (AI & Full-Stack)📍Remote (UK-based)📃6-Month Initial Contract 💰£60 per hour (Umbrella) Inside IR35 Stack: Go, React / TypeScript, GCP (Cloud Run, Pub/Sub), PostgreSQL, Automated AI WorkflowsA well established firm is looking for a hands-on Forward Deployed Engineer to join a fast-growing global team developing an intelligent automation platform for enterprise finance operations (Contract-to-Cash).This isn't an isolated product-d
Forward Deployed Engineer (AI & Full-Stack)📍Remote (UK-based)📃6-Month Initial Contract 💰£60 per hour (Umbrella) Inside IR35 Stack: Go, React / TypeScript, GCP (Cloud Run, Pub/Sub), PostgreSQL, Automated AI WorkflowsA well established firm is looking for a hands-on Forward Deployed Engineer to join a fast-growing global team developing an intelligent automation platform for enterprise finance operations (Contract-to-Cash).This isn't an isolated product-d
MS Power Platform SpecialistJob OverviewLocation: Milton Keynes, UK (Hybrid/Remote: Required to attend the office every Wednesday; additional days can be coordinated with the customer)Employment Type: Full-time / PermanentJob SummarySeeking a Senior Specialist with 7 to 11 years of experience in the Microsoft Power Platform to design, develop, and implement Power Apps, Power Automate, and Power Pages solutions.Roles and ResponsibilitiesAct as a trusted tec
MS Power Platform SpecialistJob OverviewLocation: Milton Keynes, UK (Hybrid/Remote: Required to attend the office every Wednesday; additional days can be coordinated with the customer)Employment Type: Full-time / PermanentJob SummarySeeking a Senior Specialist with 7 to 11 years of experience in the Microsoft Power Platform to design, develop, and implement Power Apps, Power Automate, and Power Pages solutions.Roles and ResponsibilitiesAct as a trusted tec
Position Title: C-CURE Engineer (Software Engineer Advisor)Contract Type: Contract (Inside IR35)Location: London, UK (3 days onsite per week)Job Overview:Client & Project: We are seeking a talented professional to join our Consulting team and contribute to the Holding - Pharaoh project.Key Responsibilities:Strategic Advisory & Optimization: Advise organizations on enhancing software engineering operations to boost productivity and implement cutting-edge e
Position Title: C-CURE Engineer (Software Engineer Advisor)Contract Type: Contract (Inside IR35)Location: London, UK (3 days onsite per week)Job Overview:Client & Project: We are seeking a talented professional to join our Consulting team and contribute to the Holding - Pharaoh project.Key Responsibilities:Strategic Advisory & Optimization: Advise organizations on enhancing software engineering operations to boost productivity and implement cutting-edge e
Murex Technical Consultant Location: Canary Wharf (Hybrid: 2 days/week in office) Duration: 12-Month Contract Rate: £700 (umbrella) We are looking for an experienced Murex Technical Consultant to join a major enterprise risk delivery team in London. You will play a pivotal role in a large-scale Murex upgrade while delivering critical enhancements across live Enterprise Risk Management capabilities. Key ResponsibilitiesMurex upgrade & migration: Lead gap an
Murex Technical Consultant Location: Canary Wharf (Hybrid: 2 days/week in office) Duration: 12-Month Contract Rate: £700 (umbrella) We are looking for an experienced Murex Technical Consultant to join a major enterprise risk delivery team in London. You will play a pivotal role in a large-scale Murex upgrade while delivering critical enhancements across live Enterprise Risk Management capabilities. Key ResponsibilitiesMurex upgrade & migration: Lead gap an
Job OverviewRole: AI Full Stack Engineer (AI & ML Engineer)Location: Fenchurch Street, LondonDuration: Oct 12, 2026 - Dec 15, 2026 (9 Weeks, 2 Days)Hours: 40 hours/weekRate: 291 PAYE / 388 UmbrellaCore Technical StackProgramming & APIs: Python, RESTful API development, JSON Schema, Pydantic.AI & LLMs: Gemini, OpenAI, Claude.Frameworks & Orchestration: Google ADK, LangChain, LangGraph.Data & Search: AWS OpenSearch (Indexing and Vector embeddings - Highly em
Job OverviewRole: AI Full Stack Engineer (AI & ML Engineer)Location: Fenchurch Street, LondonDuration: Oct 12, 2026 - Dec 15, 2026 (9 Weeks, 2 Days)Hours: 40 hours/weekRate: 291 PAYE / 388 UmbrellaCore Technical StackProgramming & APIs: Python, RESTful API development, JSON Schema, Pydantic.AI & LLMs: Gemini, OpenAI, Claude.Frameworks & Orchestration: Google ADK, LangChain, LangGraph.Data & Search: AWS OpenSearch (Indexing and Vector embeddings - Highly em