1 to 25 of 486 CI/CD Jobs in the South East

Ansible) and configuration management Experience implementing cloud governance, security, and compliance best practices Strong knowledge of cloud cost optimisation (FinOps) and monitoring tools Skilled in supporting CI / CD pipelines and development workflows Excellent leadership, communication, and stakeholder management skills Beneficial experience includes: SQL Server, Windows Server, Active Directory, DNS, RDS, IIS / Nginx … Linux Server, IDS / IPS, PowerShell / Bash, serverless technologies (AWS Lambda, Elastic Containers), and AI applied to IAC Responsibilities for Cloud Operations Team Leader: Oversee daily cloud operations, including monitoring, incident response, troubleshooting, and optimisation Lead short- and long-term project planning in an Agile environment Develop and enforce cloud governance, security, and compliance policies Drive automation … and Infrastructure as Code improvements, leveraging AI where applicable Collaborate with development teams to enhance CI / CD pipelines Monitor cloud performance and implement cost-optimisation strategies Mentor, coach, and support the professional growth of cloud engineers What the role offers: A supportive, people-focused culture with excellent training, career development, and performance-related bonus More ❯

Objectives & Outcomes Define and socialise target state architectures across Azure / AWS / GCP (networking, identity, landing zones, operations). Deliver reference architectures and reusable patterns for containerised, serverless, and data workloads. Establish / extend Cloud Landing Zones (policy, guardrails, RBAC, tagging, network segmentation). Lead migration and modernisation (re‐host / re‐platform / re‐factor) for priority applications. Implement IaC at scale (Terraform preferred; standard modules; pipelines). Build observability (logs, metrics, traces, SLOs) and resilience (HA, DR, RTO / RPO). Drive FinOps —cost transparency, budgets, showback / chargeback, right‐sizing. Embed security‐by‐design and compliance (CIS, NIST, ISO 27001, FCA / NHS / PCI as … applicable). Key Responsibilities Architecture & Design Produce HLDs / LLDs, diagrams, ADRs, non‐functional requirements, and traceability to business goals. Select and justify cloud services (compute, storage, data, AI / ML, integration). Define multi‐cloud connectivity (hub‐and‐spoke, transit gateways, ExpressRoute / Direct Connect / Cloud Interconnect, SD‐WAN). Design identity and access More ❯

shaping and implementing DevOps best practices across the Salesforce platform, ensuring stability, scalability, and security while driving automation and continuous improvement. You'll define and implement CI / CD pipelines, enhance developer workflows, and lead initiatives to improve platform performance and reliability. This position requires strong technical expertise in Salesforce DevOps, CI / … teams to deliver seamless deployments and robust systems. Key Responsibilities DevOps Strategy & Implementation Develop and implement DevOps strategies for the Salesforce platform. Define best practices for CI / CD, release management, and automated testing. Enhance deployment automation to support Salesforce solutions. CI / CD Pipeline Management Design, implement, and maintain … CI / CD pipelines for Salesforce development. Ensure conflict-free and automated deployments with minimal downtime. Continuously monitor and improve pipeline efficiency. Environment & Release Management Manage Salesforce environments, ensuring consistency across development, testing, and production. Establish and enforce version control strategies. Oversee release schedules to ensure incident-free deployments with minimal business impact. Infrastructure & Security More ❯

shaping and implementing DevOps best practices across the Salesforce platform, ensuring stability, scalability, and security while driving automation and continuous improvement. You'll define and implement CI / CD pipelines, enhance developer workflows, and lead initiatives to improve platform performance and reliability. This position requires strong technical expertise in Salesforce DevOps, CI / … teams to deliver seamless deployments and robust systems. Key Responsibilities DevOps Strategy & Implementation Develop and implement DevOps strategies for the Salesforce platform. Define best practices for CI / CD, release management, and automated testing. Enhance deployment automation to support Salesforce solutions. CI / CD Pipeline Management Design, implement, and maintain … CI / CD pipelines for Salesforce development. Ensure conflict-free and automated deployments with minimal downtime. Continuously monitor and improve pipeline efficiency. Environment & Release Management Manage Salesforce environments, ensuring consistency across development, testing, and production. Establish and enforce version control strategies. Oversee release schedules to ensure incident-free deployments with minimal business impact. Infrastructure & Security More ❯

projects from inception to completion while maintaining high technical standards Adaptability to new tools, technologies, and methodologies Solid technical skills in: .NET (C#) Unit & integration testing CI / CD pipeline development (GitHub or similar) AWS services (IAM, Lambda, API Gateway) Angular, REST APIs, Web API development SpecFlow (BDD), Postman, OpenAPI MS SQL Server (SQL) & MongoDB … adjustments for your application or during the interview process, please email (if removed by the job board, our contact details are on our website). Keywords: Senior Engineering Manager / Software Engineering Lead / Technical Team Lead / Development Manager / Engineering Manager / Lead Software Engineer / Platform Engineering Lead / .NET … Developer / AWS Developer / Solutions Architect / .NET / C# / AWS / Angular / REST APIs / MongoDB / Docker / CI / CD / MS SQL Server / Scaled Agile / BDD / CQRS / Event-Driven More ❯

Cloud Operations Team Leader | Milton Keynes (Hybrid) | £75,000-£85,000 | (AWS / Terraform / CI / CD) | Strong benefits package Location: Milton Keynes, hybrid (UK) Salary: £75,000 - £85,000 Company: Leading Technology Provider The Role We’re looking for a Cloud Operations Team Leader to manage and optimise our cloud infrastructure … day cloud operations: monitoring, incident response, troubleshooting, and optimisation. Implement and improve Infrastructure-as-Code practices using Terraform, Ansible, and GitHub Actions. Support development teams through CI / CD pipelines. Explore AI-driven approaches to infrastructure automation. Drive cloud security, governance, compliance, and cost optimisation (FinOps). Plan and deliver projects using Agile methodologies. Required … experience with AWS. Hands on leadership experience, ideally within SaaS environments (this is a huge bonus!) Strong experience with Terraform, Ansible, and Infrastructure-as-Code and CI / CD tools (e.g., GitHub Actions, Jenkins, Azure DevOps) Solid understanding of cloud security, governance, and compliance. Knowledge of cloud cost management and performance monitoring. Excellent communication and More ❯

developing scalable solutions that push our technology forward and transform how we deliver value to our users. Main Duties and Responsibilities Data & Retrieval Build robust ingestion pipelines for PDFs / Word / Excel / Audio / JSON and semi-structured sources. Design RAG systems: chunking strategies, document schemas, metadata, hybrid / dense retrieval, re-ranking … and grounding. Manage vector / keyword indexes (e.g., Azure AI Search, pgvector, Pinecone / Weaviate). Develop and deploy advanced NLP, information retrieval, and recommendation systems that enhance Chambers and Partners’ research and product offerings, including document understanding, automatic summarisation, topic modelling, semantic search, entity recognition, and relationship extraction. Design and implement intelligent tagging and metadata enrichment frameworks … market data, improving search, discoverability, and insight accuracy. LLM & Machine Learning Application Engineering Design, build, and maintain traditional ML and LLM models and pipelines. Build LLM apps using LangGraph / LangChain: tools / function calling, structured outputs (JSON Schema), agents, and multi-step reasoning. Implement ASR / TTS and multimodal where relevant (e.g., Whisper). Choose customization More ❯

Cloud Operations Team Lead Location: Hybrid - Buckinghamshire Salary: £70,000 - £80,000 AWS - IaC - Infrastructure as Code - CI / CD - SQL - Terraform - Ansible - Git - Web Application Firewalls - Agentic and Generative AI We're working with a well-established software company that has been at the forefront of innovation in the higher education and technology sector … cloud environment. You'll lead a small team of cloud engineers, develop and enforce cloud governance and security best practices, and support development teams through reliable CI / CD infrastructure. Key responsibilities include: Overseeing daily cloud operations including monitoring, incident response, troubleshooting, and optimisation. Leading and managing both short and long-term project planning (Agile … policies. Driving automation and Infrastructure-as-Code (IaC) improvements using Terraform and Ansible, with an AI-first approach. Collaborating with development teams to maintain and enhance CI / CD pipelines. Managing cloud costs and implementing FinOps strategies. Providing mentorship and professional development opportunities for cloud engineers. What You'll Bring 3+ years of hands-on More ❯

Job Title: Technical Lead / Staff Software Engineer / / Engineering Lead / Technical Director / Chief Engineer Salary: £60,000 - £103,000 Location: Bristol Our client is seeking enthusiastic and proactive individuals to join their growing team. Working in a busy but dynamic environment, you will Join our clients Digital & Data team working alongside … we advocate for using the right tech for the right task, you can expect to work with the following technologies to ensure scalable, high-performance applications: Programming Languages: JavaScript / TypeScript, Java, C# Frameworks: Vue / Angular / React / Node / Next, Spring / Spring Boot, .NET / ASP.NET Cloud platforms: AWS … GCP, Azure CI / CD:Jenkins, GitHub Actions, Azure DevOps IaC: Terraform, CloudFormation, Azure Bicep Pragmatic and safe usage of AI through the SDLC (e.g. using MCP to combine tools in interesting and effective ways) Qualifications Essential requirements Experience in managing and technically leading a software engineering team Soft-skills to interact with clients, demonstrating More ❯

Job Title: Technical Lead / Staff Software Engineer / / Engineering Lead / Technical Director / Chief Engineer Salary: £71,000 - £113,000 Location: Bristol Our client is seeking enthusiastic and proactive individuals to join their growing team. Working in a busy but dynamic environment, you will Join our clients Digital & Data team working alongside … we advocate for using the right tech for the right task, you can expect to work with the following technologies to ensure scalable, high-performance applications: Programming Languages: JavaScript / TypeScript, Java, C# Frameworks: Vue / Angular / React / Node / Next, Spring / Spring Boot, .NET / ASP.NET Cloud platforms: AWS … GCP, Azure CI / CD:Jenkins, GitHub Actions, Azure DevOps IaC: Terraform, CloudFormation, Azure Bicep Pragmatic and safe usage of AI through the SDLC (e.g. using MCP to combine tools in interesting and effective ways) Qualifications Essential requirements Experience in managing and technically leading a software engineering team Soft-skills to interact with clients, demonstrating More ❯

critical technical role focused on the design, implementation, and maintenance of our secure, high-availability cloud environments, directly supporting the operation and integration of our Oracle Fusion Cloud (ERP / HCM / SCM) applications. You will be instrumental in managing the Oracle Cloud Infrastructure (OCI) landscape, driving DevOps automation (IaC / CI / CD … Key Responsibilities & Focus Areas OCI Infrastructure Management: Design, deploy, and maintain all Oracle Cloud Infrastructure (OCI) resources (compute, networking, storage, security). Manage environment provisioning, maintenance, and synchronization (P2T / T2T) for the Oracle Fusion Cloud landscape. Automation & DevOps: Develop and maintain Infrastructure-as-Code (IaC) using Terraform or OCI Resource Manager. Implement CI / CD … Fusion, managing IAM, roles, and policies. Ensure technical compliance with ITIL and SOX frameworks. Performance & Support: Analyze, optimize, and troubleshoot complex issues involving Fusion environments, OCI services, and cloud / on-prem integrations. Collaborate with Oracle Support for critical SR management. Essential Knowledge, Skills and Experience 58 years of experience in Cloud Engineering or Infrastructure roles, with a strong More ❯

Cloud Operations Team Leader | Milton Keynes (Hybrid) | £75,000-£85,000 | (AWS / Terraform / CI / CD) | Strong benefits package Location: Milton Keynes, hybrid (UK) Salary: £75,000 - £85,000 Company: Leading Technology Provider The Role We're looking for a Cloud Operations Team Leader to manage and optimise our cloud infrastructure … day cloud operations: monitoring, incident response, troubleshooting, and optimisation. Implement and improve Infrastructure-as-Code practices using Terraform, Ansible, and GitHub Actions. Support development teams through CI / CD pipelines. Explore AI-driven approaches to infrastructure automation. Drive cloud security, governance, compliance, and cost optimisation (FinOps). Plan and deliver projects using Agile methodologies. Required … experience with AWS. Hands on leadership experience, ideally within SaaS environments (this is a huge bonus!) Strong experience with Terraform, Ansible, and Infrastructure-as-Code and CI / CD tools (e.g., GitHub Actions, Jenkins, Azure DevOps) Solid understanding of cloud security, governance, and compliance. Knowledge of cloud cost management and performance monitoring. Excellent communication and More ❯

maintain API-based integrations with systems such as ServiceNow, NetBox, and GitHub. Drive network configuration standardisation using YANG models for routers and switches. Implement and maintain CI / CD pipelines (GitHub Actions / Azure DevOps) for network code delivery. Troubleshoot and optimise automation workflows across hybrid (on-prem and cloud) environments. Collaborate with architects … automated solutions. Maintain documentation for designs, processes, and operational procedures. Promote automation, standardisation, and best practices across global teams. Core Technologies Automation & Orchestration: Ansible, Cisco NSO, Terraform, GitOps (GitHub / GitLab / Azure DevOps) Networking & Modelling: YANG, RESTCONF, NETCONF, XML, JSON, Jinja2, NetBox Cloud & Platform: Azure, AWS, RedHat Enterprise Linux, VMware, OpenStack Scripting & Languages: Python, Bash, YAML (Go … / PowerShell desirable) CI / CD & Tooling: GitHub Actions, Azure Pipelines, Jenkins, Terraform, ServiceNow Monitoring & Observability: Grafana, Prometheus (desirable) Experience & Requirements Proven experience in network engineering or network automation (WAN, LAN, routing, switching, DNS, DHCP). Hands-on experience developing automation using Ansible and Python . Familiarity with Cisco NSO and YANG modelling or More ❯

maintain API-based integrations with systems such as ServiceNow, NetBox, and GitHub. Drive network configuration standardisation using YANG models for routers and switches. Implement and maintain CI / CD pipelines (GitHub Actions / Azure DevOps) for network code delivery. Troubleshoot and optimise automation workflows across hybrid (on-prem and cloud) environments. Collaborate with architects … automated solutions. Maintain documentation for designs, processes, and operational procedures. Promote automation, standardisation, and best practices across global teams. Core Technologies Automation & Orchestration: Ansible, Cisco NSO, Terraform, GitOps (GitHub / GitLab / Azure DevOps) Networking & Modelling: YANG, RESTCONF, NETCONF, XML, JSON, Jinja2, NetBox Cloud & Platform: Azure, AWS, RedHat Enterprise Linux, VMware, OpenStack Scripting & Languages: Python, Bash, YAML (Go … / PowerShell desirable) CI / CD & Tooling: GitHub Actions, Azure Pipelines, Jenkins, Terraform, ServiceNow Monitoring & Observability: Grafana, Prometheus (desirable) Experience & Requirements Proven experience in network engineering or network automation (WAN, LAN, routing, switching, DNS, DHCP). Hands-on experience developing automation using Ansible and Python . Familiarity with Cisco NSO and YANG modelling or More ❯

Senior Engineering Team Leam Location: BuckinghamshireSalary: £65,000 - £75,000C# - .Net - Angular - CI / CD - AWS - Postman - Docker - Rest API - About the Role We're seeking a Senior Engineering Team Lead who's as passionate about building great software as they are about leading talented engineers. In this role, you'll be both a technical … feedback, coaching, and career development. Technical Leadership: Oversee code quality, architecture, and technical standards to ensure best practices and maintainable solutions. Quality Assurance: Embed strong testing, CI / CD, and quality processes to drive reliability and performance across all deliverables. Architectural Design: Contribute to solution design using CQRS and Event Bus architectures, with a focus … on AWS cloud environments and publish / subscribe models. Collaboration: Partner with developers, product managers, and stakeholders to translate business needs into robust technical solutions. Skills & Experience Required Essential: Proven experience leading software development teams within an agile environment. Excellent communication and organizational skills - able to articulate complex ideas to both technical and non-technical audiences. Strong background in More ❯

infrastructure, ensuring robust, secure, and scalable software delivery across both on-premise and cloud environments. You will work closely with R&D and engineering teams, leading CI / CD pipeline development, infrastructure automation, and containerisation strategy. The ideal candidate will have strong commercial experience with CI / CD tooling, Docker … you will receive award-winning training and play a key role in shaping the company's cloud and deployment platforms. The Role: *Design, implement and maintain CI / CD pipelines *Develop Docker image builds and container workflows *Implement Infrastructure as Code using Terraform *Support AWS-based deployments and serverless infrastructure *Hybrid working, 2 days per … week office-based in Stevenage The Person: *Experience with CI / CD tools such as Jenkins or GitHub Actions *Strong Linux and scripting skills *Proficiency with Docker workflows *Hands-on experience with AWS and Terraform Reference Number: BBBH - 265239 To apply for this role or for to be considered for further roles, please click 'Apply More ❯

AWS DevOps Engineer Summary DevOps Engineer with AWS knowledge to bridge the gap between development andoperations, focusing on automating workflows, optimizing CI / CD pipelines, andensuring reliable software deployment. Manage infrastructure, monitor performance,and collaborate across teams to maintain scalable, secure, and resilient systems. We are seeking a highly skilled and security-conscious Platform Engineer … broader platform ecosystem. Key role and responsibilities Build, deploy, and monitor solutions using AWS services (Lambda, APIGateway, CloudWatch, ECS, ECR, Dynamo, S3 etc.) Integrate APIs into CI / CD pipelines using Azure DevOps, Github workflows Design, deploy, and manage applications tailored to business needs, whilecustomizing platforms and overseeing the full API lifecycle using Apigee Edge … libraries, and dependenciesused in GitHub repositories and across the platform.o Maintain up-to-date infrastructure components to ensure performance,reliability, and security.o Automate upgrade workflows using CI / CD pipelines and infrastructure-as-code tools. Infrastructure & DevOps:o Hands-on experience with Terraform and Ansible for infrastructureprovisioning and configuration management.o Design and manage Azure More ❯

Site Reliability Engineer (SRE) / Platform Engineer Role Purpose As part of a cross-functional team, you will design, implement, and maintain secure, scalable, and highly available infrastructure and applications. This role focuses on diagnosing complex system issues, refining monitoring and reporting, and driving best practices across infrastructure and reliability engineering. Key Responsibilities Collaborate with cross-functional teams to … Understanding of security engineering and best practices. Scripting skills in bash or similar. Advanced knowledge of configuration management tools (e.g., Puppet, Chef, Ansible). Expertise in CI / CD best practices and tooling. Proficiency with Git. Containerisation experience (Docker on Linux). Advanced knowledge of Infrastructure as Code tools (Terraform, CloudFormation, Ansible). Monitoring and … and The Stamford Group are Allegis Group brands. If you apply, your personal data will be processed as described in the Allegis Group Online Privacy Notice available at https: / / www.allegisgroup.com / en-gb / privacy-notices. To access our Online Privacy Notice, which explains what information we may collect, use, share, and store about More ❯

MLOps Engineer Outside IR35 - 500-600 Per Day Ideally, 1 day per week / fortnight in the office, flexibility for remote work for the right candidate. A market-leading global e-commerce client is urgently seeking a Senior MLOps Lead to establish and drive operational excellence within their largest, most established data function (60+ engineers). This is a … Lead the optimal integration and use of MLflow for model registry, experiment tracking, and deployment within the Databricks platform. DevOps for ML: Build and automate robust CI / CD pipelines using GIT to ensure stable, reliable, and frequent model releases. Performance Engineering: Profile and optimise large-scale Spark / Python codebases for production efficiency … and building CI / CD / release pipelines. Data Fundamentals: Excellent SQL skills. Nice-to-Have / Desirable Skills DevOps / CICD (Pipeline experience) GCP (Familiarity with Google Cloud Platform) Data Science (Good understanding of math / model fundamentals for optimisation) Familiarity with low-latency data stores (e.g., CosmosDB ). If More ❯

cloud environment, ensuring performance, availability, and security. You’ll lead a team of engineers, drive automation, enforce governance best practices, and support development teams through strong CI / CD infrastructure. This is a hands-on leadership role that blends strategy with execution. What you’ll do: Oversee daily cloud operations—monitoring, incident response, optimisation Lead … projects using Agile methods Implement cloud governance, security, and compliance policies Drive automation and Infrastructure as Code (Terraform, Ansible, AI-first approach) Support development teams with CI / CD pipelines Manage cloud costs and performance using monitoring tools (FinOps) Mentor and develop cloud engineers What you’ll bring: 3+ years’ hands-on AWS experience Strong … leadership of cross-functional teams and cloud projects Expertise in monitoring, alerting, and performance tuning Knowledge of cloud security, governance, and compliance best practices Experience with CI / CD workflows Excellent communication and stakeholder management skills Nice to have: SQL Server, Windows Server, Active Directory, DNS, IIS / Nginx, Linux, IDS / IPS More ❯

for a strong Azure DevOps Engineer for their development platform team. In this role, you'll leverage your expertise in Azure DevOps, Azure Kubernetes Service (AKS), CI / CD automation with GitHub and Terraform, and Linux administration to create robust deployment pipelines and cloud infrastructure that supports multiple product lines. You'll focus on observability … while collaborating with cross-functional teams to streamline software delivery, enhance system reliability, and empower developers with automated, secure infrastructure solutions. Key Responsibilities: Build and optimise CI / CD pipelines using GitHub Actions and Azure DevOps with automated testing and deployment strategies Develop cloud infrastructure using Terraform / Bicep for AKS, container registries, application … with agile teams on release coordination Qualifications and Requirements: Hands-on Kubernetes and container orchestration knowledge Proficient in Infrastructure as Code with Terraform or Bicep Extensive CI / CD pipeline experience with GitHub Actions or Azure Pipelines Background in observability and telemetry solutions Understanding of cloud security, identity management, and compliance frameworks Networking fundamentals and More ❯

Tetra Tech is looking for a Principal / Associate Geospatial Developer (GIS / AI / ML) to join our team and help us transform our Geospatial solutions with our Leading with Science mantra for our clients. Principal / Associate Geospatial Developer (GIS / AI / ML) Manchester or Southampton Tetra Tech is looking for … a Principal / Associate Geospatial Developer (GIS / AI / ML) to join our team and help us transform our Geospatial solutions with our Leading with Science mantra for our clients. Why this is a great opportunityfor you: Shape the Future: Lead the design and delivery of next-generation geospatial AI / ML systems that will … Edge Technology: Get hands-on with the full Esri product suite (ArcGIS Pro, Enterprise, AGOL), Microsoft Azure, MS SQL Server, PostgreSQL and the latest open-source platforms - plus AI / ML frameworks that power truly intelligent mapping and analytics. Diverse, High-Impact Projects: From single-discipline proofs-of-concept to large scale multi-sector deployments, youll tackle a broad More ❯

Java / Camunda Engineer Salary to £60k + Company Options Scheme Hybrid working between your home, their offices (London Vauxhall) & client sites. NB: Please only apply if you are eligible (have resided in the UK for the past 5 years) and prepared to go through UK SC Security Clearance This company is a Workflow & AI Orchestration Specialist. They're … and looking for bright, dynamic people to help build their business. Role Theyre looking for a Java Camunda Engineer to join their implementation team. Youll work across Camunda BPMN / DMN process automation, API integration, and microservice orchestration helping their public-sector clients build secure, scalable, and resilient digital services. Youll collaborate with solution architects, business analysts, and designers … models into executable workflows and reusable components Collaborate closely with analysts and service designers to refine and iterate business processes Develop and maintain automated test suites, CI / CD pipelines, and containerised deployments Optimise Camunda engine performance and monitor workflow metrics for production environments Participate in code reviews, peer testing, and technical design discussions Contribute More ❯

Java / Camunda Engineer Salary to £60k + Company Options Scheme Hybrid working between your home, their offices (London Vauxhall) & client sites. NB: Please only apply if you are eligible (have resided in the UK for the past 5 years) and prepared to go through UK SC Security Clearance This company is a Workflow & AI Orchestration Specialist. They're … for bright, dynamic people to help build their business. Role They’re looking for a Java Camunda Engineer to join their implementation team. You’ll work across Camunda BPMN / DMN process automation, API integration, and microservice orchestration — helping their public-sector clients build secure, scalable, and resilient digital services. You’ll collaborate with solution architects, business analysts, and … models into executable workflows and reusable components Collaborate closely with analysts and service designers to refine and iterate business processes Develop and maintain automated test suites, CI / CD pipelines, and containerised deployments Optimise Camunda engine performance and monitor workflow metrics for production environments Participate in code reviews, peer testing, and technical design discussions Contribute More ❯

Group. In order to strengthen our Systematic Research team, we are looking for a London based: Quantitative Analyst We are seeking a hands on quantitative researcher with strong software / DevOps / MLOps capability to develop, productionise, and scale systematic investment models and sustainability analytics. You will own the end to end research to production lifecycle : automating data … and maintain quantitative models, metrics and investment frameworks, with rigorous back‐testing, scenario design, and attribution . Integrate new indicators and alternative datasets; formalise feature engineering and signal decay / robustness analysis; implement model risk controls , documentation, and reproducibility. Scale and commercialise proprietary metrics for investment use‐cases and new revenue lines (e.g., indices, APIs / subscriptions, data … multi‐vendor datasets (schema evolution, mapping, entity resolution, referential integrity, SLA oversight). Run impact analysis of data changes on models and reporting; manage deployment pipelines and data lineage / audit trails ; support data procurement and budgeting. 3) Platform Development & Process Management Co-develop with systematic team and IT a scalable data / quant architecture (data pipelines, model More ❯