Analyze system requirements and assess the feasibility of testing in simulated environments as well as in vehiclesDesign and develop test cases for system requirements, particularly for IVI systems including navigation, telematics, and streaming servicesExecute integrated system tests on test benches and in-vehicle environmentsTake ownership of key test milestones, such as quality audits and final release gate checks for new vehicle platformsCollaborate closely with Tier-1 suppliers and coordinate activities with our R&D headquarters in KoreaTrack issues and manage bug fixes using JIRA, ensuring alignment with vehicle line timelines and software release planReview and challenge technical solutions with a focus on system performance and market competitivenessIdentify improvement opportunities based on European market trends and actively support their implementation Bachelor’s or Master’s degree in Computer Science, Engineering, Electrical Engineering, or a related fieldPractical experience conducting driving tests within the EU region, ideally in the area of automotive infotainment validationExperience in system validation, preferably covering navigation, connected car services, and streaming applicationsFamiliarity with configuration management and version control toolsBasic knowledge of data analytics is an advantageStrong planning and organizational skills with a structured working approachHigh level of flexibility and motivation to work in an international and cross-cultural environmentVery good command of the English language, both written and spokenWillingness to travel and conduct driving tests; valid European driving license (Category B) required Pleasant working atmosphereChallenging and varied tasks in a promising and innovative industryDynamic and innovative market environmentA highly motivated team and an open communication styleAngenehmes Arbeitsklima Ihr Kontakt Ansprechpartner Annika Chrysant Referenznummer 858521/1 Kontakt aufnehmen E-Mail: annika.chrysant@hays.de Anstellungsart Anstellung bei der Hays Professional Solutions GmbH
WHAT YOU WILL DO Receive requests for support from business users Prioritize requests in accordance with agreed criteria and the needs of the organization in accordance with Service Level Agreements and current processes and procedures Investigate problems and support requests and determine appropriate action Provide correct responses to requests for supportwithin area of competence which include manipulating data, reconfiguring systems, helping to implement changes to operating procedures, training users or operations staff, producing additional documentation, or escalating requests Follow quality standards and policies relating to their technical specialization Liaise with staff responsible for the design and development of system enhancements Be assigned with specific project related tasks APPLICATION YOU WILL USE: Unix / Linux commandShell ScriptingOracle SQL WHAT YOU SHOULD HAVE: Degree in Computer Science, Information Systems or equivalent experience 1-2 years of working experience in performing L2 application support of large enterprise application Must have hands on knowledge on scripting languages like Java script and Shell Script.
WHAT YOU WILL DO Receive requests for support from business users Prioritize requests in accordance with agreed criteria and the needs of the organization in accordance with Service Level Agreements and current processes and procedures Investigate problems and support requests and determine appropriate action Provide correct responses to requests for supportwithin area of competence which include manipulating data, reconfiguring systems, helping to implement changes to operating procedures, training users or operations staff, producing additional documentation, or escalating requests Follow quality standards and policies relating to their technical specialization Liaise with staff responsible for the design and development of system enhancements Be assigned with specific project related tasks APPLICATION YOU WILL USE: Unix / Linux commandShell ScriptingOracle SQL WHAT YOU SHOULD HAVE: Degree in Computer Science, Information Systems or equivalent experience 1-2 years of working experience in performing L2 application support of large enterprise application Must have hands on knowledge on scripting languages like Java script and Shell Script.
What you will do: Welcome visitors and keep record of incoming visitors Responsibility for documents workflow (incoming/outgoing post, messengers deliveries and its evidence in the internal mailing room and delivery area) Professional communication (in person, on the telephone or email) Cooperates closely with Facility and Office Services Team You should have: Fluent knowledge of English and Czech (both written and spoken) Computer literate, good knowledge of MS Office Excellent organizational and communication skills Customer oriented, positive and professional approach Experience as receptionist is a great advantage What we offer: Great team of IT professionals and the possibility of technical development An extra week of holiday (25 days/year) 6 Self-sickness days/year Full salary compensation for up to 10 days absence due to illness per the calendar year Cafeteria employee benefit program with wide selection of benefits from Edenred On-going professional and technical training and certifications A multicultural environment in modern offices Pension plan contribution Multisport card Employee Referral Program Company sponsorship of various sports and social clubs Smart casual dress code In DHL ITS Prague, you will have the opportunity to be part of over 1650 highly skilled IT professionals of 67 nationalities.
Your assignments Producing designs, both initial outlines and full plans, of sewerage, water treatment and flood defence structures such as pump systems and pipe networksPresenting project details and technical information to colleagues and clientsWriting reportsManaging project budgetsKeeping up to date with changes in regulatory legislation and guidelinesWriting and advertising tender documents and managing contractsLiaising with clients, contractors, government agencies, local authorities and suppliersSupervising local staff and site workersUsing a variety of specialist computer applications/simulation softwareMaintain effective relationships with members of all divisions and departments responsible for performing services related to the projectPrepare construction cost estimates, perform construction monitoring and coordinate field activities Your profile University degree (M.Sc.) in civil engineer, mechanical engineer, process or environmental engineer or other suitable qualification Experience in the preparation of master plans, feasibility studies, tender documents and construction planning, and/or experience with construction supervision, project management and/or commissioning of water supply and/or wastewater treatment facilities.Preferably 5 years of professional experience in international consulting/engineering in the field of urban water management, preferably in projects financed by bilateral and multilateral donor organisations and development banksStructured approach to work a high degree of flexibility, initiative, persuasiveness and negotiation skills as well as the ability to work in a team Willingness to travel extensively Good knowledge of written and spoken English and preferably an additional business language (French, Spanish, etc.)
elasticsearch AWS Python Google BigQuery Google Cloud Platform Numpy Pandas Gitlab What you will do Design and develop innovative algorithms to power a personalized shopping experience, leveraging cutting-edge machine learning techniques Deploy your solutions into production, taking full ownership and ensuring high performance and scalability Combine your data science expertise with a pragmatic, agile approach to find innovative solutions and drive measurable results within a fast-paced environment Challenge the status quo by identifying areas for improvement in existing retrieval and reranking systems, particularly those relying heavily on business logic, and propose data-driven solutions Thrive in a dynamic, fast-paced environment with a flat hierarchy, where your ideas and contributions can make a real difference Who you are Proficiency in Python or experience with at least one scientific computing language (e.g., MATLAB, R, Julia, C++) Strong SQL skills with experience in analytical or transactional database environments Theoretical understanding of machine learning principles, coupled with a hands-on approach to building and iterating on models Proven experience in building and deploying machine learning solutions that deliver tangible business value Strong understanding of data structures, algorithms, and tools for efficiently handling large datasets (e.g. pandas, numpy, dask, arrow, polars, …) Experience designing, building, and managing data pipelines Familiarity with cloud-based model training and serving platforms (e.g., GCP Vertex AI, Amazon SageMaker) Solid understanding of statistical methods for model evaluation Big Data: Experience analyzing large datasets using statistical and machine learning techniques DevOps: Familiarity with CI/CD tools (e.g., GitLab CI/CD, Hashicorp Terraform) is a plus Generative AI: Experience with generative AI and agentic frameworks (e.g., LangChain, ADK, CrewAI, Pydantic AI, …) is a plus Understanding of recommendation, retrieval and reranking systems in e-commerce and retail is a plus Excellent written and verbal communication skills in English Ability to effectively communicate complex machine learning concepts to both technical and non-technical stakeholders Proven ability to collaborate effectively within a team to establish standards and best practices for deploying machine learning models A proactive approach to knowledge sharing and fostering a quick development environment Nice to have Experience with BigQuery Knowledge of time series and (graph) neural network models Familiarity with statistical testing and Gaussian Processes Strong Knowledge of Computer Vision libraries, (e.g. OpenCV, TensorFlow, PyTorch) Experience maintaining Machine Learning pipelines through MLOps frameworks (e.g.
Maintain and troubleshoot data integration pipelines to ensure stable data flow into AI and analytics systemsSupport model development by assisting with training, validation, and optimization of machine learning workflowsConduct data analysis to extract insights and provide clear reports supporting R&D research questionsSolve technical challenges related to data access, pipeline performance, and software limitationsEnsure continuity of ongoing projects by aligning closely with the core team and delivering on timelinesPerform image analysis and prepare datasets required for scientific and ML use casesManage and improve ETL processes to ensure data quality, structure, and availabilityDocument workflows, pipeline changes, and analytical steps to ensure clarity and reproducibility Academic background in computer science, data science, engineering, or a related quantitative fieldStrong proficiency in Python with expertise in scientific and analytical librariesSkilled in SQL and working with relational databasesUnderstanding of ETL concepts and practical experience working with data pipelinesSolid foundation in machine learning principles and model lifecycleAbility to perform image analysis for scientific or research applicationsStrong communication and interpersonal skills with the ability to collaborate in a technical teamIndependent, structured problem-solver with a commitment to clear documentation and FAIR data practices Opportunity to contribute directly to active R&D projects with immediate real-world impactHands-on involvement in AI, machine learning, and data integration challenges in a scientific environmentClose collaboration with a small, highly skilled technical team Ihr Kontakt Referenznummer 863771/1 Kontakt aufnehmen Telefon:+41 44 225 50 00 E-Mail: positionen@hays.ch Anstellungsart Freiberuflich für ein Projekt
Azure ML, Azure Databricks) oder anderen Cloud-Lösungen Mehrjährige Projekterfahrung im Bereich Data- & Analytics-Architekturen sowie erste konkrete Erfahrung in AI-Projekten (z. B. Forecasting, Klassifikation, NLP, Computer Vision) Tiefgreifendes fachliches Verständnis und Umfassende technologische Expertise und tiefes fachliches Verständnis, erworben in zahlreichen Projekten über verschiedene Branchen hinweg Wünschenswert fundiertes (zertifiziertes) Know-how im agilen Produkt- und (Multi-)Projektmanagement (z.
If you're an exceptional HR expert with a can-do attitude, who's passionate about doing things the right way the first time, join us – the world is waiting for you.Now, here’s what we need from you: 7 years HR experience with 2 years in the Logistics industry At least 5 years in an HR management role Degree in HR or relevant related field Advanced computer proficiency in Microsoft Office Strong labour relations skills and experience working with unions Strong interpersonal skills necessary to communicate at various levels within the organisation
What You’ll Do: Partner with business teams to understand workflows, challenges, and opportunitiesIdentify and prioritize AI use cases with measurable business impactTranslate business needs into AI-driven solutionsDeliver practical AI training sessions, workshops, and demosPromote safe and responsible AI adoptionHelp teams understand AI capabilities, limitations, and best practicesDesign scalable AI solutions using Agentic AI, LLMs, and Generative AI conceptsApply prompt engineering best practicesBuild solutions using low-code/no-code platforms (e.g., Power Automate, Power Apps, Copilot Studio, Cognigy)Collaborate with AI and technical teams to bring ideas to production What makes you stand out 3+ years in business consulting, product, or similar roles guiding AI/automation initiatives3+ years delivering AI or automation projects with measurable resultsStrong understanding of: Agentic AI, LLMs & Prompt Engineering, Generative AI, Hands-on experience with tools like: Cognigy, Copilot Studio and Power Automate / Power AppsSolid understanding of data fundamentals (PII, permissions, telemetry)Experience building simple impact dashboards in Power BIExperience designing and running workshops & training sessionsDegree in Business Informatics, Computer Science, or related field What Makes You Stand Out: Collaborative, solution-oriented mindsetAbility to translate complex AI topics into business languageIndependent, proactive way of workingPassion for implementing cutting-edge AI solutions We are looking forward to your application and to applicants who enrich our diverse culture!
What You’ll Do: Collaborate in an Agile, International TeamWork closely with colleagues from Romania, Germany, and UkraineDesign, estimate, develop, and implement software solutions aligned with business needsActively communicate progress, risks, and technical decisions to stakeholdersBuild Scalable Data SolutionsDevelop agnostic data products within a modern, cloud-native data ecosystemSupport use cases across BI, Advanced Analytics, AI, and MLTranslate business requirements into robust technical architecturesContinuously enhance performance, quality, and cost-efficiency of solutionsProactively suggest improvements and best practices What makes you stand out Degree in Computer Science, Economics, or a comparable qualificationMinimum 3 years of experience as a BI Engineer or Data Engineer, focused on cloud-based architecturesStrong expertise in: Snowflake and DBT (Data Build Tool)Solid knowledge of: SQL and Data lakehouse architectures, Python is nice to haveCommunication is Key Excellent communication skills in English (written and spoken) — mandatoryAbility to clearly explain technical concepts to both technical and non-technical stakeholdersStrong stakeholder management and collaboration skillsComfortable working in cross-border, multicultural teams We are looking forward to your application and to applicants who enrich our diverse culture!
What makes you stand out You hold a degree in (business) mathematics, computer science, economics, or a comparable field.You also bring relevant professional experience in the data domain, for example as a BI Engineer or Data Engineer.You have strong knowledge of SQL and Python, as well as proven experience in developing cloud‑based data pipelines using Snowflake, Azure Data Factory, DBT, and Azure Data Lake.You stand out through your analytical skills and project management capabilities, as well as a strong goal‑oriented and problem‑solving mindset.You communicate confidently in German and English.
What You’ll Do Drive Measurable Business ImpactIndependently lead AI and analytics initiatives that generate tangible business valueActively contribute to and influence the company’s strategic directionApply Advanced Analytics & AIDevelop and apply advanced statistical methods in an agile environmentWork on business-critical questions using: Regression models, Time series analysis and Machine learning & AI algorithmsCollaborate cross-functionally or drive initiatives independentlyTurn Data into ActionDesign and execute analyses on large datasetsTranslate findings into clear, actionable recommendationsWork across the full spectrum — from Excel-based analysis to deep learning models Build Scalable AI SolutionsDevelop and own customized Data Science and AI solutionsWork with SQL on Azure and Snowflake platforms, Python is nice to haveLead projects end-to-end: from Proof of Concept (PoC) to fully operational production modelsCreate audience-tailored presentationsTranslate complex analytical insights into clear business languageDeliver compelling data storytelling to support decision-making at all levels What makes you stand out Minimum 3 years of experience in Data Science, AI, Advanced Analytics, or similar rolesProven ability to generate measurable business value through data-driven solutionsStrong expertise in statistical modeling and machine learning techniquesHands-on experience with: Python, SQL, Azure and SnowflakeExperience building scalable models from PoC to productionStrong communication and stakeholder management skillsAbility to explain complex topics to both technical and non-technical audiencesBachelor’s or Master’s degree in Finance, Statistics, Computer Science, Mathematics, or a related quantitative field We are looking forward to your application and to applicants who enrich our diverse culture!
What makes you stand out You have a degree in Business Informatics, Computer Science, or a related field, along with at least three years of experience in business consulting, product management, or a similar business‑oriented environment.You bring proven experience in implementing AI or automation initiatives that deliver measurable business impact.You possess practical knowledge of Agentic AI, LLMs, prompt engineering, and other GenAI concepts.You have hands‑on experience with low‑code / no‑code tools such as Cognigy, Copilot Studio, Power Automate, and Power Apps.You have foundational data literacy (data sources, permissions, PII, telemetry) and can build simple impact dashboards in Power BI; experience with Azure AI Foundry or conversational AI platforms is a plus.You work collaboratively and independently, can translate complex technical AI topics into clear business language, and have strong English skills as well as German proficiency at least at B2 level.
As part of our team, you will take on the following responsibilities: You are the driving force that transforms innovative AI/ML concepts from the lab environment into robust, scalable products — ensuring prototypes evolve into stable, production‑ready systems.You operationalize the entire ML lifecycle, developing automated CI/CD pipelines, taking ownership of deploying models into production, and continuously expanding our resilient MLOps infrastructure.You implement algorithms and complex feature transformations efficiently within production systems, optimizing them for latency, throughput, and maximum stability.You build scalable data pipelines and feature stores that ensure reliable, consistent data supply for both training and serving — online and offline.You establish professional monitoring mechanisms such as drift detection, automated retraining, and validation processes to guarantee long‑term model quality in live operations.You collaborate closely with Data Scientists, MLOps teams, and IT Infrastructure teams, ensuring that all production‑grade AI/ML solutions follow software engineering best practices and comply with security, privacy, and regulatory requirements. What makes you stand out You hold a master’s degree in Computer Science, Software Engineering, Mathematics, Statistics, or a related quantitative field.You have at least 3 years of professional experience in ML Engineering or MLOps, with a proven track record of building, deploying, and operating tailored AI/ML solutions in production.You bring deep expertise in Python and SQL, hands‑on experience with cloud platforms (ideally Azure), and familiarity with data warehouses such as Snowflake; foundational knowledge of Infrastructure‑as‑Code tools like Terraform is a plus.You are proficient with CI/CD tools (e.g., Azure DevOps), containerization technologies (Docker/Kubernetes), and apply modern software design patterns confidently.You thrive in a dynamic, agile, and innovative environment, working effectively both independently and as part of a team.You possess excellent English communication skills, both written and spoken; German language skills are considered a plus.
What makes you stand out You hold a Master’s degree in Economics, Mathematics, Statistics, Computer Science, or another related quantitative field.You bring at least 3 years of professional Data Science experience and have a proven track record of bringing models from the lab into real‑world production use cases.You are proficient in Python and SQL and have hands‑on experience building solutions on Azure and working with Snowflake.You have a deep understanding of statistical methods and apply them effectively in an agile, fast‑paced environment.You think in products, not experiments – model versioning, testing, and performance monitoring are second nature to you.You communicate complex topics clearly and with impact, presenting to different audiences confidently; you are fluent in English, and German skills are a plus.
Experience: 1st level registration with NMC Signed-off as a USS trainer with the BFS and/or other significant organisation i.e university Interest in women’s health Computer skills Salary: Competitive (Depending on experience) Location: TFP Simply Fertility Working Hours: 18 hours 3 days per week Pension: Dual contribution pension scheme Holiday Entitlement: 27 Days + Bank holidays (pro rata)
You will also undertake proactive maintenance and administration of computer hardware and software, and operations tools in support of the delivery of the IT service. You will develop new tools and procedures for further customization and automatization of existing products and processes and improve system availability with proactive work to avoid outages and performance issues with particular focus on maintenance services for all infrastructure used by the Operations Centre.
WHAT YOU WILL DO You are responsible to provide endpoint security supports on Windows ServersYou are responsible to develop and maintain security monitoring, auditing and reporting on the WINDOWS ServersDeal day-to-day with security incidentsSecurity Hardening on Windows ServersYou will be analyzing, evaluating and configuring the privileged Access request for WINDOWS servers.You will be supporting end-to-end internal security productYou will engage with project management to confirm that infrastructure components meet the acceptance criteria and are to the required standardWe emphasize teamwork hence provide advice and guidance to junior colleagues is a must APPLICATION YOU WILL USE: Internal security toolsEDR SolutionsSecurity standards and frameworksWindows ServersScripting languagesAntivirus Solution WHAT YOU SHOULD HAVE: Degree in Computer Science, Information Systems or equivalent experience5-7 years working experience in IT and 3 year in similar role advance knowledge of Windows server administration skills (Windows servers 2008/2012/2016/2019)Good knowledge of security standards Familiar to AD and its conceptGood knowledge of any EDR (Endpoint Detection and Response) solution Good knowledge of Malware protectionMust be able to provide 24x7 on-call support on a rotational basis during the weekend and also prepare to work during public holidays Independent and results oriented and driven by goal achievement with a strong focus on high qualityStrong in information acquisition and analysis, constructive challenge, building and managing partnerships, flexibility and stress management Creative problem-solving skills and ability to work conceptuallyMust be able to communicate effectively in English for both written and oral WHAT IS THE PLUS POINT (S) ITIL Foundation/ Certification knowledge a plus.PowerShell Scripting LanguageWHAT YOU WILL GET FROM US Great team of IT professionals with global working exposureMeal Card and Flexible Benefits – customized according to individual needsOn-going professional and technical training and certificationsA multicultural environment in modern officesChoose any day for your vacation from earned public holiday (Saturday and ad hoc)Smart casual everydayGlobal internal job opportunities available within DPDHLUnlimited Outpatient MedicalHome office possibilities Sounds good?
WHAT YOU WILL DO •Role involves both Architecting, implementation planning and executing with some measure of hands-on work •Set up Enterprise monitoring framework and governance •Research on emerging related technologies in support of increased cost effectiveness and flexibility •Product selection inclusive of PoC & RFI/RFP support •Providing strategic directions for standardizing of monitoring landscape and efficient use of resources for proactive application and infrastructure monitoring •Establish and leverage key strategic vendor relationships •Develop and maintain build standards of related services •Design and implement automation initiatives to optimize the current state •Form and lead global virtual teams creating functional touch points with both architecture and operation teams enabling the on-boarding of new product/technologies to improve infrastructure supporting the global strategy •Deliver complex Infrastructure Projects Implementation •Infrastructure Problem Management - provide 3rd level problem management support for relevant Tools and Monitoring services Products you need to be familiar with •Microfocus OML •Splunk •Dynatrace •SCOM •Topaz •IQSonar •Microfocus Sitescope •TeamQuest •IBM Tivoli WHAT YOU SHOULD HAVE •Degree in Computer Science, Information Systems or equivalent experience •Minimum 10 years of experience in IT or related field with a minimum of 5 of those years focusing on enterprise Tools and Monitoring •End-to-end product lifecycle management from strategic planning to tactical activities •Good knowledge of Operating Systems, System Management, Hardware, Big Data, Automation tools and virtualization technologies, interoperation of all these technologies as applicable •Demonstrated skill in critical thinking and problem-solving methods •Demonstrable experience designing highly available, highly scalable production systems •Exposure to Multi cloud infrastructure •Vision for information delivery and management and driving execution of the roadmap, including enterprise data architecture, big data, analytics and data management.
The position has a high travel requirement, domestically and/or internationally Capability to comprehend and adapt to rapidly changing technologies Proficient computer skills utilizing MS Office basic programs (MS Word, Excel, Outlook, PowerPoint) Will be a plus familiarity with several technologies such as Mechanical & rotating systems, basic understanding of hydraulic systems.
WHAT YOU WILL DO •Role involves both Architecting, implementation planning and executing with some measure of hands-on work •Set up Enterprise monitoring framework and governance •Research on emerging related technologies in support of increased cost effectiveness and flexibility •Product selection inclusive of PoC & RFI/RFP support •Providing strategic directions for standardizing of monitoring landscape and efficient use of resources for proactive application and infrastructure monitoring •Establish and leverage key strategic vendor relationships •Develop and maintain build standards of related services •Design and implement automation initiatives to optimize the current state •Form and lead global virtual teams creating functional touch points with both architecture and operation teams enabling the on-boarding of new product/technologies to improve infrastructure supporting the global strategy •Deliver complex Infrastructure Projects Implementation •Infrastructure Problem Management - provide 3rd level problem management support for relevant Tools and Monitoring services APPLICATION YOU WILL USE •Microfocus OML •Splunk •Dynatrace •SCOM •Topaz •IQSonar •Microfocus Sitescope •TeamQuest •IBM Tivoli WHAT YOU SHOULD HAVE •Degree in Computer Science, Information Systems or equivalent experience •Minimum 10 years of experience in IT or related field with a minimum of 5 of those years focusing on enterprise Tools and Monitoring •End-to-end product lifecycle management from strategic planning to tactical activities •Good knowledge of Operating Systems, System Management, Hardware, Big Data, Automation tools and virtualization technologies, interoperation of all these technologies as applicable •Demonstrated skill in critical thinking and problem-solving methods •Demonstrable experience designing highly available, highly scalable production systems •Exposure to Multi cloud infrastructure •Vision for information delivery and management and driving execution of the roadmap, including enterprise data architecture, big data, analytics and data management.
The position has a high travel requirement, domestically and/or internationally Capability to comprehend and adapt to rapidly changing technologies Proficient computer skills utilizing MS Office basic programs (MS Word, Excel, Outlook, PowerPoint) Will be a plus familiarity with several technologies such as Mechanical & rotating systems, basic understanding of hydraulic systems.
Delight customers by providing outstanding technical support, service, and product selection assistance. Responsible for maintaining company property (company car, computer, office equipment, customer demo/loaner products, consignment stock, etc.) that is in his/her control, and or at his/her customer site.
To assist with the collation of all data resulting from the procedures and transfer this to the records on the computer and into the patient notes to satisfy HFEA regulations. In conjunction with senior nursing staff to be responsible for the booking of the patient’s treatment cycle, planning drug prescribing and liaising with GPs.
To assist with the collation of all data resulting from the procedures and transfer this to the records on the computer and into the patient notes to satisfy HFEA regulations. In conjunction with senior nursing staff to be responsible for the booking of the patient’s treatment cycle, planning drug prescribing and liaising with GPs.
To assist with the collation of all data resulting from the procedures and transfer this to the records on the computer and into the patient notes to satisfy HFEA regulations. In conjunction with senior nursing staff to be responsible for the booking of the patient’s treatment cycle, planning drug prescribing and liaising with GPs.