GCP ML Engineer with Computervision Imaging experience
Hybrid
London, United Kingdom
Freelance
08-10-2024
Job Specifications
Machine Learning Engineer - GCP and Computer Vision Imaging
3 Months
Hybrid Working with 2 Days Per Week onsite
Inside IR35
My client a top Global company are currently looking to recruit a Machine Learning Engineer with GCP Cloud and Computer Vision Imaging experience to join their team on a contract basis. Please note if successful you will need to set up via an Umbrella Company/PAYE. The successful Machine Learning Engineer with GCP Cloud and Computer Vision Imaging experience will execute migration of raw and derived unstructured datasets (images, videos, etc) between on-prem and cloud data locations (e.g. GCP, Azure, AWS). Datasets magnitude vary between small scale (Gb) up to large scale (Tb).
In this role the Machine Learning Engineer with GCP Cloud and Computer Vision Imaging experience will:
Execute migration of raw and derived unstructured datasets (images, videos, etc) between on-prem and cloud data locations (e.g. GCP, Azure, AWS). Datasets magnitude vary between small scale (Gb) up to large scale (Tb).
Ensure consistency between the data ingested and the data manifests.
Organise raw and derived data into appropriate hierarchies.
Collaborate with AI/ML engineers and product managers to
Develop data pipelines for incoming batch data and update existing pipelines where necessary.
Design and implement well decoupled, modularized, reusable, and scalable scripts and code for the retrieval and pre-processing of large-scale histopathology images into the AI/ML pipeline (i.e. each one with order of magnitude of gigabytes)
Document data flows and ingestion pipelines, data use and re-use
Implement data flows to connect operational systems, data for analytics and business intelligence (BI) systems (e.g. Power-BI)
Ensure completion of requisite documentation i.e. ingestion form and any related documentation
Track & report completion of data migration to stakeholders and raise blockers preventing migration.
Migrate ML pipelines from on-prem HPC solutions to the cloud.
Migrate ML pipelines between cloud environments and across cloud computing providers.
Optimise and parallelise said ML pipelines for scalability, speed and cost efficiency.
We are looking for professionals with these required skills to achieve our goals:
Experience as a professional data/software engineer.
Experience of GCP Cloud and Computer Vision Imaging is essential.
Experience of the following: Migrate ML pipelines from on-prem HPC solutions to the cloud; Migrate ML pipelines between cloud environments and across cloud computing providers; and Optimise and parallelise said ML pipelines for scalability, speed and cost efficiency.
Experience with large-size images and data formats for computational pathology (e.g. .svs, .tiff, .h5) is highly desirable
Advanced programming expertise in Python and in developing and delivering robust software solutions.
Machine learning experience / background
CICD experience
Expert level and industrial experience in design, development and deployment of data engineering pipelines.
Experience with cloud platforms, such as Google Cloud Platform, Azure, AWS (preference GCP)
Experience in handling big data at scale.
About the Company
Lorien is a technology, transformation and telecom talent solutions specialist. We combine tech expertise with the scope, depth and breadth of large-scale talent solutions. Driven by both clients and candidates, covering Europe and the US, we work with all sectors, sizes and tech needs – from start-up to established, tech companies and those who use tech to propel them further - we work with them all. Our unique position in the market means we have the insight to create tailored solutions – keeping our clients ahead of t... Know more
Related Jobs
- Company Name
- World Wide Technology
- Job Title
- RedHat Cloud Architect
- Job Description
- World Wide Technology (WWT), a global technology integrator and IT solutions provider. World Wide Technology, established in 1990 in St. Louis, Missouri, collaborates with OEMs like Cisco and Dell EMC to offer infrastructure security and custom app development services to Fortune 500 companies in various sectors. With over 10,000 employees globally, we generate $17 billion in annual revenue and operate in regions including the US, UK, Canada, Europe, Costa Rica, APAC, and Middle East. We're proud to be consistently recognized as a top employer by Fortune and Glassdoor for over 13 years. World Wide Technology Holding Co, LLC (WWT) has an opportunity for a RedHat Cloud Architect. Below is the JD for the role. Please help me with the information needed to process your application at the bottom of the email, and I will contact you to discuss the role. This is a contract Role & Inside IR 35 RedHat Cloud Architect Contract Duration: 12 months! Location: Reading, UK (Hybrid) About the Role: We are seeking a highly motivated Red Hat OpenShift Private Cloud Architect to join our client’s team as a Contractor and play a pivotal role in designing, deploying, and managing our private cloud infrastructure built on Red Hat OpenShift. You will be responsible for leading the technical design and implementation of OpenShift within the context of a telecommunications service provider (TSP) environment. This role requires a deep understanding of telco cloud architecture considerations and the ability to integrate OpenShift with existing network infrastructure. Responsibilities: Design and implement a secure, scalable, and highly available OpenShift private cloud platform for the telecommunications industry. Right sizing hardware and software components required for expanding the private cloud to meet the new business demands Hands on participation in fine tuning and troubleshooting to optimise performance or any other BAU issues Establish and optimise architecture governance for reviewing high and low level designs Identify, track and resolve interoperability issues by coordinating with Application management team and Infrastructure components Coordination with Systems Integrator and OEMs partners to ensure the implementation is carried out on time and to the expected quality Lead and/or participate in the POC exercise to evaluate new features and external integrations by benchmarking viable alternatives Work closely with stakeholders across engineering, operations, and security to define technical strategy and roadmap for the Private Cloud architecture. Translate business requirements into technical architecture blueprints for OpenShift deployments. Configure and manage OpenShift clusters, including security, networking, storage, and resource management. Integrate OpenShift with existing telco network infrastructure and tools. Automate OpenShift deployments and management processes using infrastructure as code (IaC) tools. Develop and implement best practices for OpenShift governance, operations, and disaster recovery. Stay up-to-date on the latest Red Hat OpenShift features and capabilities. Provide technical leadership and guidance to the team on OpenShift architecture and best practices. Qualifications: Proven and hands on experience in designing and implementing private cloud solutions on Red Hat OpenShift. Strong understanding and hands on experience on containerization technologies like Docker and Kubernetes. Experience with cloud infrastructure automation tools like Ansible or Terraform. Familiarity with telco cloud architecture and its unique requirements (e.g., high availability, low latency). Experience working in a DevOps environment. Excellent communication, collaboration, and problem-solving skills. Ability to work independently and as part of a team. Red Hat Certified System Administrator (RHCSA) or equivalent certification a plus.
- Company Name
- William Alexander Recruitment
- Job Title
- Solution Architect - AWS - Insurance
- Job Description
- Solution Architect - AWS - Insurance Our sister company Stellarmann are looking for a contract Solution Architect to work on an application migration to AWS including governance controls and 3rd party vendor management. Stellarmann build teams of associates to deliver technology and change programmes, in this case for our London Market Insurance client. This opportunity is based in Central London requiring 2 days per week on-site and is paying up to £780 Outside IR35. You would be great for this role if you: are a proven Solution Architect have a good understanding of AWS previously worked on large application migration projects have experience working within regulated enviornments Insurance experience is very highly desirableSuccessful applicants will be contacted within 24 hours of applying. The processing and use by us of your personal data is in accordance with our Privacy Notice which can be found on our website. When we recruit, we welcome the unique contributions you can bring thanks to your sex, ethnicity, race, gender identity, nationality, age, disability and beliefs. Solution Architect - AWS - Insurance
- Company Name
- J&C Associates Ltd
- Job Title
- SAP DMC SME
- Job Description
- Job Title: SAP DMC SME - Automotive Clearance required: BPSS Duration: 3 months with potential extension Location: Crewe/Hybrid (50%) Job Summary: We are seeking an experienced Subject Matter Expert (SME) in SAP Digital Manufacturing Cloud (DMC) with a strong background in Manufacturing Execution Systems (MES) and Manufacturing Operations Management (MOM) for the automotive industry. The ideal candidate will provide expert guidance and leadership in implementing, optimizing, and supporting SAP DMC solutions to enhance automotive manufacturing operations. Key Responsibilities: Serve as the primary technical and functional expert for SAP DMC implementations and integrations in automotive manufacturing environments. Analyze current automotive production processes and identify opportunities for improvement using SAP DMC capabilities. Design and configure SAP DMC solutions to meet specific automotive manufacturing requirements, including vehicle assembly, powertrain production, and component manufacturing. Develop and maintain solution architectures that integrate SAP DMC with other systems used in automotive manufacturing (ERP, PLM, Quality Management, Supply Chain Management, etc.). Provide technical leadership and mentorship to project teams during SAP DMC implementations in automotive plants. Conduct workshops and training sessions for end-users and technical staff on SAP DMC functionalities specific to automotive manufacturing. Troubleshoot complex issues related to SAP DMC in automotive production environments and provide expert-level support. Stay current with the latest developments in SAP DMC, MES, and MOM technologies, as well as trends in automotive manufacturing. Collaborate with SAP and other technology partners to resolve product-related issues and influence product roadmaps to better serve the automotive industry. Develop best practices, guidelines, and documentation for SAP DMC implementations and usage in automotive manufacturing. Participate in pre-sales activities, including solution demonstrations and proposal development for automotive clients. Ensure SAP DMC implementations comply with automotive industry standards and regulations (eg, IATF 16949, VDA 6.3). Required Qualifications: Bachelor's degree in Computer Science, Engineering, or a related field. Minimum of 8 years of experience in MES/MOM implementations in the automotive industry, with at least 3 years of hands-on experience with SAP DMC. In-depth knowledge of SAP DMC modules, including Production Operations, Plant Connectivity, and Manufacturing Analytics, as applied to automotive manufacturing. Strong understanding of automotive manufacturing processes, including assembly, body shop, paint shop, and powertrain production. Experience in integrating SAP DMC with SAP S/4HANA and other SAP and non-SAP systems commonly used in the automotive industry. Proficiency in data modelling, API integrations, and cloud technologies. Excellent problem-solving skills and ability to translate complex technical concepts to non-technical stakeholders in the automotive sector. Strong communication and leadership skills, with the ability to influence decision-making at all levels of an automotive organization. Preferred Qualifications: Master's degree in a relevant field. SAP DMC certifications. Experience with other MES/MOM systems used in automotive manufacturing (eg, Siemens, Rockwell, Apriso). Knowledge of MESA MES/MOM models, ISA-95 standards, and automotive-specific standards (eg, IATF 16949, VDA 6.3). Familiarity with lean manufacturing principles and Industry 4.0 concepts in automotive production. Experience with quality management systems and traceability requirements in automotive manufacturing. Understanding of connected car technologies and their impact on manufacturing processes. Familiarity with agile project management methodologies.
- Company Name
- idpp
- Job Title
- Azure DevOps Engineer
- Job Description
- Azure DevOps Engineer Location: Hybrid - 2-3 days per week on-site in Heathrow, West London Contract Duration: 12 months Day Rate: £475.00 (Inside IR35) Position Overview: We are seeking a highly skilled DevOps Engineer with a strong background in designing and implementing CI/CD pipelines, infrastructure automation, and cloud operations, specifically with Azure DevOps and GitHub Actions. This role is ideal for an engineer experienced in Infrastructure as Code (IaC), Scripting languages, and maintaining cloud infrastructure. Familiarity with Azure services, networking, security, and development on Azure platforms will be a strong advantage. Key Responsibilities: Design, implement, and manage CI/CD pipelines using Azure DevOps and GitHub Actions . Automate infrastructure deployment and management using Infrastructure as Code (IaC) tools such as Terraform and YAML . Develop and maintain infrastructure automation scripts using PowerShell and Python . Implement, deploy, and maintain Spark jobs . Manage deployment and maintenance of Power BI deliveries. Monitor, troubleshoot, and optimize system performance using system monitoring tools and best practices for infrastructure health. Ensure high availability and scalability of cloud infrastructure and applications. Collaborate with development, operations, and security teams to ensure seamless integration of infrastructure and applications. Use version control and source code management tools to manage infrastructure changes. Implement and maintain cloud security and networking practices to safeguard infrastructure and applications. Required Skills & Qualifications: Strong hands-on experience with Azure DevOps and GitHub Actions for CI/CD pipeline automation . Proficiency in Infrastructure as Code (IaC) tools such as Terraform, YAML, and other declarative infrastructure automation frameworks. Solid experience with Scripting languages like PowerShell and Python for automation and infrastructure management. Familiarity with system monitoring tools and best practices for infrastructure health monitoring and maintenance. Good understanding of Azure security, networking, and cloud operations . Knowledge of streaming data platforms and technologies. Preferred Qualifications: Experience in managing Azure development resources such as Databases, Virtual Machines, Container Images, Kubernetes, and cloud-native applications. Exposure to Azure Synapse Analytics, Big Data systems, and data engineering on Azure platforms. Please attach your CV for immediate consideration.