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0Senior Data Engineer
NuevaUltra Tendency
Senior Data Engineer
Ultra Tendency · Saiáns (San Salvador), ES
Teletrabajo . Python Azure Cloud Coumputing Ansible Scala Microservices AWS DevOps Terraform Kafka Spark Big Data Machine Learning Office
Our Engineering department is growing, and we're now looking for a Senior Data Engineer - Databricks (m/f/*) to join our team in Spain, supporting our global growth.
As Senior Data Engineer (m/f/*), you design and optimize data processing algorithms on a talented, cross-functional team.
You are familiar with the Apache open-source suite of technologies and want to contribute to the advancement of data engineering.
What We Offer
Flexible work options, including fully remote or hybrid arrangements (candidates must be located in Spain)
A chance to accelerate your career and work with outstanding colleagues in a supportive learning community split across 3 continents
Contribute your ideas to our unique projects and make an impact by turning them into reality
Balance your work and personal life through our workflow organization and decide yourself if you work at home, in the office, or on a hybrid setup
Annual performance review, and regular feedback cycles, generating distinct value by connecting colleagues through networks rather than hierarchies
Individual development plan, professional development opportunities
Educational resources such as paid certifications, unlimited access to Udemy Business, etc.
Local, virtual, and global team events, in which UT colleagues become acquainted with one another
What You'll Do
Design, implement, and maintain scalable data pipelines using Databricks Lakehouse Platform, with a strong focus on Apache Spark, Delta Lake, and Unity Catalog.
Lead the development of batch and streaming data workflows that power analytics, machine learning, and business intelligence use cases.
Collaborate with data scientists, architects, and business stakeholders to translate complex data requirements into robust, production-grade solutions.
Optimize performance and cost-efficiency of Databricks clusters and jobs, leveraging tools like Photon, Auto Loader, and Job Workflows.
Establish and enforce best practices for data quality, governance, and security within the Databricks environment.
Mentor junior engineers and contribute to the evolution of the team's Databricks expertise.
What You'll Bring
Deep hands-on experience with Databricks on Azure, AWS, or GCP, including Spark (PySpark/Scala), Delta Lake, and MLflow.
Strong programming skills in Python or Scala, and experience with CI/CD pipelines (e.g., GitHub Actions, Azure DevOps).
Solid understanding of distributed computing, data modeling, and performance tuning in cloud-native environments.
Familiarity with orchestration tools (e.g., Databricks Workflows, Airflow) and infrastructure-as-code (e.g., Terraform).
A proactive mindset, strong communication skills, and a passion for building scalable, reliable data systems.
Professional Spanish & English communication skills (C1-level, written and spoken).
Did we pique your interest, or do you have any questions?
We want to hear from you: contact us at ******
About Us
Ultra Tendency is an international premier Data Engineering consultancy for Big Data, Cloud, Streaming, IIoT and Microservices.
We design, build, and operate large-scale data-driven applications for major enterprises such as the European Central Bank, HUK-Coburg, Deutsche Telekom, and Europe's largest car manufacturer.
Founded in Germany in ****, UT has developed a reliable client base and now runs 8 branches in 7 countries across 3 continents.
We do more than just leverage tech, we build it.
At Ultra Tendency we contribute source code to +20 open-source projects including Ansible, Terraform, NiFi, and Kafka.
Our impact on tech and business is there for anyone to see.
Enterprises seek out Ultra Tendency because we solve the problems others cannot.
We love the challenge: together, we tackle diverse and unique projects you will find nowhere else.
In our knowledge community, you will be a part of a supportive network, not a hierarchy.
Constant learning and feedback are our drivers for stable development.
With us you can develop your individual career through work-life balance.
We evaluate your application based on your skills and corresponding business requirements.
Ultra Tendency welcomes applications from qualified candidates regardless of race, ethnicity, national or social origin, disability, sex, sexual orientation, or age.
Data privacy statement: Data Protection for Applicants – Ultra Tendency
CIPEx - Consejo de Ingenieros Peruanos en el EXterior
Platform Engineer (Azure, Kubernetes, Linux) – Freelance Contract - Start November – Remote
CIPEx - Consejo de Ingenieros Peruanos en el EXterior · Madrid, ES
Teletrabajo . TSQL Azure Linux Kubernetes Docker SQL Server
Direct message the job poster from RED GlobalFor our international client, we are looking for an experienced Platform Engineer in Azure, Kubernetes and Linux.You will be required to design platform solutions based on business requirements and implement the tech stack based on Azure.You must have project experience with ML Workspace.ResponsibilitiesPlatform design based on business requirements (Azure, Kubernetes and Linux)Design and best practice advise in ML WorkspaceWrite technical specifications and designFollow Git/GitHub processes for CI/CD pipelinesQualificationsProject experience as Platform EngineerLong-term project experience in Azure Suite (Synapse, Data Factory, ML Workspace, SQL Server)Must have: Project experience in ML WorkspaceStrong project experience with Kubernetes ClusterStrong project experience with Linux (Containers)Experience with TerraformExperience in using GitHub, CI/CD pipelines and GitHub ActionsDetailsDuration: Until end of the year (possible extension)Languages: Fluency in EnglishFor more information - please send your CV to ****** and I will call you back to provide you with more details.Seniority levelMid-Senior levelEmployment typeFull-timeJob functionInformation TechnologyIndustriesIT Services and IT ConsultingReferrals increase your chances of interviewing at RED Global by 2xGet notified about new Platform Engineer jobs inEuropean Union .
Amsterdam, North Holland, Netherlands 1 week agoCologne, North Rhine-Westphalia, Germany 17 hours agoPlatform Engineer: Platform Solutions (Remote)
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#J-*****-Ljbffr
PwC España
Granada, La, ES
Ingenieros y Programadores - PwC
PwC España · Granada, La, ES
. C# Python TSQL Azure C++ R Excel Power BI Tableau
PwC es una compañía líder en el mundo de los servicios profesionales presente en 156 países con más de 290.000 profesionales comprometidos en ofrecer servicios de calidad en consultoría, transacciones, auditoría, asesoramiento legal y fiscal.
Actualmente estamos buscando incorporar nuevos profesionales con perfil tecnológico en nuestro centro de Granada.
To really stand out and make us fit for the future in a constantly changing world, each and every one of us at PwC needs to be a purpose-led and values-driven
Requisitos mínimos
- Graduado en Ingeniería (Informática, Telecomunicaciones, Industrial, Civil, Química, etc.) o CFGS en informática
- Dominio de excel
- Nivel de inglés medio-alto
- Imprescindible capacidad de concentración, atención al detalle e interés por la formación continua
- No se requiere experiencia previa (realizamos formación interna)
- Manejo de herramientas de business intelligence como PowerBI, Tableau o Qlikview
- Conocimientos previos de programación (Python, R, Google Script, VB.NET, C++, C#, etc...)
- Conocimientos de bases de datos SQL / Microsoft Azure / Microsoft Access
- Conocimientos de Data Analytics.
- Conocimientos de Microsoft PowerApps o herramientas de construcción de aplicaciones low-code.
Senior Data Engineer
NuevaUltra Tendency
Senior Data Engineer
Ultra Tendency · Ferrol, ES
Teletrabajo . Azure Cloud Coumputing AWS DevOps Terraform Spark Machine Learning Office
Our Engineering department is growing, and we're now looking for aSenior Data Engineer - Databricks (m/f/*)to join our team in Spain, supporting our global growth.AsSenior Data Engineer (m/f/*), you design and optimize data processing algorithms on a talented, cross-functional team.
You are familiar with the Apache open-source suite of technologies and want to contribute to the advancement of data engineering.WHAT WE OFFER
Flexible work options, including fully remote or hybrid arrangements (candidates must be located in Spain)
A chance to accelerate your career and work with outstanding colleagues in a supportive learning community split across 3 continents
Contribute your ideas to our unique projects and make an impact by turning them into reality
Balance your work and personal life through our workflow organization and decide yourself if you work at home, in the office, or on a hybrid setup
Annual performance review, and regular feedback cycles, generating distinct value by connecting colleagues through networks rather than hierarchies
Individual development plan, professional development opportunities
Educational resources such as paid certifications, unlimited access to Udemy Business, etc.
Local, virtual, and global team events, in which UT colleagues become acquainted with one anotherWHAT YOU'LL DO
Design, implement, and maintain scalable data pipelines usingDatabricks Lakehouse Platform,with a strong focus onApache Spark, Delta Lake,andUnity Catalog.
Lead the development of batch and streaming data workflows that power analytics, machine learning, and business intelligence use cases.
Collaborate with data scientists, architects, and business stakeholders to translate complex data requirements into robust, production-grade solutions.
Optimize performance and cost-efficiency of Databricks clusters and jobs, leveraging tools likePhoton, Auto Loader,andJob Workflows.
Establish and enforce best practices for data quality, governance, and security within the Databricks environment.
Mentor junior engineers and contribute to the evolution of the team's Databricks expertise.WHAT YOU'LL BRING
Deep hands-on experience withDatabricksonAzure,AWS, orGCP, including Spark (PySpark/Scala), Delta Lake, and MLflow.
Strong programming skills inPythonorScala, and experience with CI/CD pipelines (e.g., GitHub Actions, Azure DevOps).
Solid understanding of distributed computing, data modeling, and performance tuning in cloud-native environments.
Familiarity with orchestration tools (e.g., Databricks Workflows, Airflow) and infrastructure-as-code (e.g., Terraform).
A proactive mindset, strong communication skills, and a passion for building scalable, reliable data systems.
Professional Spanish & English communication skills (C1-level, written and spoken).
Did we pique your interest, or do you have any questions?
We want to hear from you: contact us ****** US
Ultra Tendency is an international premier Data Engineering consultancy forBig Data, Cloud, Streaming,IIoT andMicroservices.
We design, build, and operate large-scale data-driven applications for major enterprises such as the European Central Bank, HUK-Coburg, Deutsche Telekom, and Europe's largest car manufacturer.
Founded in Germany in ****, UT has developed a reliable client base and now runs 8 branches in 7 countries across 3 continents.
We do more than just leverage tech, we build it.
At Ultra Tendency we contribute source code to +20 open-source projects includingAnsible, Terraform,NiFi, andKafka.
Our impact on tech and business is there for anyone to see.
Enterprises seek out Ultra Tendency because we solve the problems others cannot.
We love the challenge: together, we tackle diverse and unique projects you will find nowhere else.
In our knowledge community, you will be a part of a supportive network, not a hierarchy.
Constant learning and feedback are our drivers for stable development.
With us you can develop your individual career through work-life balance.
We evaluate your application based on your skills and corresponding business requirements.
Ultra Tendency welcomes applications from qualified candidates regardless of race, ethnicity, national or social origin, disability, sex, sexual orientation, or age.
Customer Success Account Manager
30 nov.Microsoft
Madrid, ES
Customer Success Account Manager
Microsoft · Madrid, ES
. Azure Cloud Coumputing AWS ITIL
Overview
With over 17,000 employees worldwide, the mission of the Customer Experience & Success (CE&S) organization is to empower customers to accelerate business value through differentiated customer experiences that leverage Microsoft’s products and services, ignited by our people and culture. Come join CE&S and help us build a future where customers achieve their business outcomes faster with technology that does more.
Are you the tech-savvy cloud loving person that has Cloud and IT (information technology) Service Management blood running in your veins? Do you want to be that key person that helps our more strategic enterprise customers achieving the most out of the Microsoft products and services they use? Do you get your energy from making your customers succeed in making their strategic and transformational cloud projects real?
As a CSAM, you are the primary delivery lead and a partner for our more strategic customers, empowering them to achieve more by accelerating their value realization across our Digital Cloud platforms. By leveraging your technical expertise, business acumen and industry perspectives you will be responsible for the end-to-end post sales delivery and support orchestration across the Microsoft and Partner ecosystem to align the right resources at the right time to achieve customer business outcomes. Check out the CSAM role in the Customer Success Unit at Microsoft! Be ready to make impact! This opportunity will allow you to accelerate your career growth, leverage your delivery management capabilities and deepen your cloud and industry expertise. This role is flexible in that you can work up to (50%- 75%) from home.
Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals. Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyond.
Responsibilities
- Customer Relationship Management: You will support foundational relationships with key customer stakeholders and technical professionals to enable quality solution delivery and health using partnerships with other account team leaders and with guidance from more experienced colleagues.
- Customer Success Leadership and Customer Strategy and Growth: You will listen to conversations with customers and begins to align objectives with the current Microsoft portfolio of work in the customer account.
- You will align with the account team to link Customer Success Plans (CSPs) with account plan priorities and develop bookable programs of work.
- Customer Success leadership - Delivery and program Management: You will support the delivery of program planning and customer-facing program reviews, prioritization of engagements, and engagement with key technical stakeholders to address agreed-upon customer outcomes and account priorities to deliver ongoing customer success.
- You will initiate conversations with customers to connect customer objectives and the current Microsoft portfolio of work in the customer account. Adopts the organizational and customer success strategy and ensure you align Microsoft technology and services with the customer goals and objectives.
- You will meet consumption milestones as you track adoption and usage of Microsoft products and services, work with customers to identify areas where adoption could be improved and takes action to drive usage while you develop and leverage an understanding of retention and churn in their customer portfolio to begin identifying potential opportunities where retention may become an issue.
- Fluent in Spanish and English required. Any other language would be a plus.
- Bachelor's Degree in Business, Sociology, Psychology, Computer Science or related field AND significant experience in customer success, solution delivery, practice management, customer-facing consulting, or portfolio management
- OR Master's Degree in Business, Sociology, Psychology, Computer Science, or related field AND significant experience in customer success, solution delivery, practice management, customer-facing consulting, or portfolio management experience
- OR equivalent experience
- Relevant work experience within customer industry
- Microsoft or competitor equivalent (e.g., AWS) certification in relevant technologies (e.g., Azure, 365)
- Proven ability to manage and lead high-level stakeholders(C-level), including executive committees and business reviews
- Information Technology Infrastructure Library (ITIL) Foundation certification or equivalent service management certification
- Project Management Institute (PMI) or equivalent Project Management certification
- Prosci or equivalent certification
Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance with religious accommodations and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.
Customer Success Account Manager
30 nov.Microsoft
Madrid, ES
Customer Success Account Manager
Microsoft · Madrid, ES
. Azure Cloud Coumputing AWS ITIL
Overview
With over 17,000 employees worldwide, the mission of the Customer Experience & Success (CE&S) organization is to empower customers to accelerate business value through differentiated customer experiences that leverage Microsoft’s products and services, ignited by our people and culture. Come join CE&S and help us build a future where customers achieve their business outcomes faster with technology that does more.
Are you the tech-savvy cloud loving person that has Cloud and IT (information technology) Service Management blood running in your veins? Do you want to be that key person that helps our more strategic enterprise customers achieving the most out of the Microsoft products and services they use? Do you get your energy from making your customers succeed in making their strategic and transformational cloud projects real?
As a CSAM, you are the primary delivery lead and a partner for our most strategic customers, empowering them to achieve more by accelerating their value realization across our Digital Cloud platforms. By leveraging your technical expertise, business acumen and industry perspectives you will be responsible for the end-to-end post sales delivery and support orchestration across the Microsoft and Partner ecosystem to align the right resources at the right time to achieve customer business outcomes. Check out the CSAM role in the Customer Success Unit at Microsoft! Be ready to make impact! This opportunity will allow you to accelerate your career growth, leverage your delivery management capabilities and deepen your cloud and industry expertise. This role is flexible in that you can work up to (50%- 75%) from home.
Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals. Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyond.
Responsibilities
- Customer Relationship Management: You will support foundational relationships with key customer stakeholders and technical professionals to enable quality solution delivery and health using partnerships with other account team leaders and with guidance from more experienced colleagues.
- Customer Success Leadership and Customer Strategy and Growth: You will listen to conversations with customers and begins to align objectives with the current Microsoft portfolio of work in the customer account.
- You will align with the account team to link Customer Success Plans (CSPs) with account plan priorities and develop bookable programs of work.
- Customer Success leadership - Delivery and program Management: You will support the delivery of program planning and customer-facing program reviews, prioritization of engagements, and engagement with key technical stakeholders to address agreed-upon customer outcomes and account priorities to deliver ongoing customer success.
- You will initiate conversations with customers to connect customer objectives and the current Microsoft portfolio of work in the customer account. Adopts the organizational and customer success strategy and ensure you align Microsoft technology and services with the customer goals and objectives.
- You will meet consumption milestones as you track adoption and usage of Microsoft products and services, work with customers to identify areas where adoption could be improved and takes action to drive usage while you develop and leverage an
- understanding of retention and churn in their customer portfolio to begin identifying potential opportunities where retention may become an issue.
Preferred Qualifications
- Fluent in Spanish and English. Any other language would be a plus.
- Bachelor's Degree in Business, Sociology, Psychology, Computer Science or related field AND proven experience customer success, solution delivery, practice management, customer-facing consulting, or portfolio management
- OR Master's Degree in Business, Sociology, Psychology, Computer Science, or related field AND proven experience customer success, solution delivery, practice management, customer-facing consulting, or portfolio management
- OR equivalent experience
- Relevant work experience within customer industry
- Microsoft or competitor equivalent (e.g., AWS) certification in relevant technologies (e.g., Azure, 365)
- Information Technology Infrastructure Library (ITIL) Foundation certification or equivalent service management certification
- Project Management Institute (PMI) or equivalent Project Management certification
- Prosci or equivalent certification
Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance with religious accommodations and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.
Operador/a Unix Linux - 24x7
28 nov.Grupo NS
Granada, La, ES
Operador/a Unix Linux - 24x7
Grupo NS · Granada, La, ES
MySQL TSQL Azure Linux Oracle Tomcat ITIL SQL Server
En Grupo NS buscamos incorporar un Operador/a 24x7 con experiencia en entornos Unix/Linux para trabajar en un entorno multicliente y de misión crítica, en el turno fijo de noche. La persona seleccionada estarán integradas en un equipo responsable de la monitorización de sistemas, resolución de incidencias, ejecución de procedimientos operacionales, así como el control y reinicio de backups y procesos críticos. Servicio presencial en Granada.
Responsabilidades Principales
* Monitorización de eventos en consola.
* Ejecución de instrucciones operativas o de negocio según eventos detectados.
* Gestión y resolución de incidencias de primer nivel.
* Ejecución de scripts, tareas programadas y chequeos de salud del sistema.
* Control y reinicio de procesos críticos y backups.
* Registro de acciones en herramientas ITSM.
Turno Disponible (Presencial)
* 15:00 - 23:00 h
* El turno incluye posibilidad de trabajar en días festivos si es necesario.
¿Quieres formar parte de un equipo técnico de alto rendimiento en un entorno de operación crítica? ¡Esperamos tu candidatura!
Requisitos Técnicos:
ITIL (Incident, Request, Problem y Change Management)
Sistemas Operativos:
- Linux
- Windows Server
Idiomas
- Español
- Inglés
Herramientas y Plataformas:
- BMC Control-M, HP Service Manager, ServiceNow, Remedy
- Apache Tomcat, Oracle Database, MS SQL Server, MySQL
- Microsoft Azure
- Symantec Veritas NetBackup
- Nagios, HP Data Protector, MicroStrategy, WebLogic, JBoss, IBM Tivoli Monitoring
Conocimientos en Networking
- Protocolos: DHCP, DNS, HTTP/HTTPS, Ethernet
- Conocimientos generales de protocolos y servicios de red
Habilidades Personales
- Toma de decisiones en entornos críticos
- Capacidad para seguir y ejecutar instrucciones precisas
- Trabajo en equipo y colaboración en entornos de alta disponibilidad
Microsoft
Barcelona, ES
Digital Account Manager, Spanish Speaking
Microsoft · Barcelona, ES
. Azure Cloud Coumputing
Overview
As a Digital Account Executive you will have a key role in leading the digital and AI trasformation for the Small and Medium Enterprise market.
This Role Will Allow You To Be
- Growth Architect of Territory: Drive business growth by engaging with C-Suite executives and leveraging signals, programs, and partner collaboration.
- Trusted AI Advisor: Guide customers in adopting Microsoft solutions across Cloud, AI, Copilot, and Security.
Responsibilities
- You expand your network of key internal partners to ensure execution of core tasks and account transactions. You orchestrate others to anticipate issues on customer satisfaction, determine the root cause of problems, remove blockers, and establish recovery action plans as needed to improve customers' overall experience. You lead and orchestrate extended virtual teams and key stakeholders with deep industry expertise to expand customer relationships.
- You educate decision makers of assigned accounts on Microsoft's value proposition aligned to customers' business objectives. You develop strategies to secure buy-in and execution of plans and aim to identify new opportunities within assigned accounts. You implement strategies to engage stakeholders and sell opportunities and usage of Microsoft solutions. You proactively build and maintain a strong knowledge of Microsoft's product landscape, solutions, and strategy in customer industry.
- Pipeline Generation: Own pipeline creation and qualification across workloads (Azure, Modern Work, Security, Business Apps).
- Account Orchestration: Lead territory planning, renewal strategies, and orchestrate internal teams and partners.
- Executive Engagement: Build trusted relationships with CXOs through strategic conversations.
- Partner Collaboration: Scale through co-selling motions and marketing signals.
- Compliance & Excellence: Ensure adherence to corporate policies while driving innovation
- Bachelor’s Degree in Business, Technology, or a related field with proven experience in a relevant industry (e.g. Healthcare, Government, Education, Manufacturing, Automotive, Retail), driving digital transformation and/or working in consulting or technology.
- OR Master’s Degree in Business Administration with a strong track record in a relevant industry (e.g. Government, Education), driving digital transformation and/or working in consulting or technology.
- OR An equivalent professional background gained in relevant industries, with clear evidence of driving digital transformation and/or holding roles in consulting or technology.
Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance with religious accommodations and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.
Senior AI Research Scientist
26 nov.AstraZeneca
Barcelona, ES
Senior AI Research Scientist
AstraZeneca · Barcelona, ES
Python Azure Cloud Coumputing AWS R Machine Learning Office
This role is based in Barcelona, with an on-site commitment of three days a week. Fluency in English is required.
Introduction to the opportunity:
Are you passionate about creating artificial intelligence and machine learning systems for real-world science applications? Does contributing to preventing, modifying, and even curing some of the world´s most complex diseases inspire you? Would you like to work on developing an iterative drug discovery and development process while drawing on methods across various fields, from active learning to optimisation and search? What about advancing our understanding of biology, streamlining research and development processes, and leveraging a variety of data modalities? Do you thrive working in a supportive, inclusive environment where creativity, collaboration across disciplines and lifelong learning towards innovative breakthroughs are encouraged? If yes, this opportunity may be for you.
Join our interdisciplinary Centre for Artificial Intelligence team working on the frontier of AI research for digital biology. Your work will support the next generation of medicines and vaccines at the intersection of AI, biology, and engineering. Your work will contribute to transforming the drug discovery and development value chain as we know it, uncovering novel biological insights, automating processes, streamlining decisions, and improving the overall pipeline across all therapeutic areas at AstraZeneca.
Accountabilities:
• You will work efficiently in a team to deliver projects optimally, researching, developing and using the novel AI theories, methodologies, and algorithms, with engineering best practices and standard processes for various biology, chemistry and clinical applications.
• You will be part of multifunctional teams to conceive, design, develop and conduct experiments to test hypotheses, validate new approaches, and compare the effectiveness of different AI/ML systems, algorithms, methods and tools for new applications to support the discovery, design, and optimisation of medicines with improved biological activity.
• You will contribute to addressing challenges and opportunities in the drug discovery and development value chain processes and provide innovative solutions in fields such as deep learning, representation learning, reinforcement learning, meta-learning, active learning approaches applied to de novo molecule design, protein engineering, in-silico discovery, structural biology, computational biology, translational sciences, biomarker discovery, clinical research, clinical trials and many other areas.
• You will develop machine learning models designed explicitly for analysing heterogeneous biological data while collaborating with biology researchers to run algorithmically designed wet lab experiments to inform future experimental directions.
• You will remain at the forefront of AI/ML research by participating in journal clubs, seminars, mentoring, and personal development initiatives and contributing to publications and academic and industry collaborations.
Essential Skills/Experience:
• A PhD in machine learning, statistics, computer science, mathematics, physics, or a related technical discipline, with relevant fundamental research experience in artificial intelligence and machine learning OR an MSc with a few years of relevant experience in the research and development of artificial intelligence and machine learning approaches to life sciences applications.
• Fundamental AI research and development experience with well-rounded hands-on ability to implement AI/ML techniques based on publications or developed entirely in-house. In addition, experience in applying rigorous scientific methodology to (i) identify and create ML techniques and the required data to train models, (ii) develop machine learning model architectures and training algorithms, (iii) analyse and fine tune experimental results to inform future experimental directions, and (iv) implement and scale training and inference engineering frameworks and (v) validate hypotheses.
• Theoretical understanding, combined with a strong quantitative knowledge of algebra, algorithms, probability, calculus, and statistics, hands-on experimentation, analysis, and AI/ML techniques visualisation.
• Algorithmic development and programming experience in Python or other programming languages and machine learning toolkits, especially deep learning (e.g., Pytorch, TensorFlow, etc.).
• Experience in practical aspects of AI/ML foundations and model design, such as improving experimentation and analysis of model efficiency, quantisation, conditional computation, reducing bias, or achieving explainability in complex models.
• Ability to communicate and collaborate effectively with diverse individuals and functions, reporting and presenting research findings and developments clearly and efficiently to other scientists, engineers and domain experts from different disciplines.
• Fundamental research with hands-on practical experience and theoretical knowledge of at least one of the following research areas - examples include but are not limited to - multi-agent systems, logic, causal inference, Bayesian optimisation, experimental design, deep learning, reinforcement learning, non-convex optimisation, Bayesian non-parametric, natural language processing, approximate inference, control theory, meta-learning, category theory, statistical mechanics, information theory, knowledge representation, unsupervised, supervised, semi-supervised learning, computational complexity, search and optimisation, artificial neural networks, multi-scale modelling, transfer learning, mathematical optimisation and simulation, planning and control modelling, time series foundation models, federated learning, game theory, statistical inference, pattern recognition, large language models, probability theory, probabilistic programming, Bayesian statistics, applied mathematics, multimodality, computational linguistics, representation learning, foundations of generative modelling, computational geometry and geometric methods, multi-modal deep learning, information retrieval and/or related areas.
Desirable Skills/Experience:
• Experience designing new AI/ML approaches to deriving insights from proprietary and external datasets to generate testable hypotheses using algorithmic, mathematical, computational, and statistical methods combined with theoretical, empirical or experimental research sciences approaches.
• Fluent in Python, R, and/or Julia, other programming languages, including scientific packages and libraries (e.g. PyTorch, TensorFlow, Pandas, NumPy, Matplotlib).
• Research experience demonstrated by journal and conference publications in prestigious venues (with at least one publication as a leading author). Examples include but are not limited to NeurIPS, ICML, ICLR and JMLR.
• Practical ability to work on cloud computing environments like AWS, GCP, and Azure.
• Domain knowledge of tools, techniques, methods, software, and approaches in one or more areas, such as protein engineering, microbiology, structural biology, molecular design, biochemistry, genomics, genetics, bioinformatics, and molecular, cellular and tissue biology.
• Evidence of open-source projects, patents, personal portfolios, products, peer-reviewed publications, or similar track records.
Why AstraZeneca?
When we put unexpected teams in the same room, we unleash bold thinking with the power to inspire life-changing medicines. In-person work gives us the platform we need to connect, work at pace, and challenge perceptions. That´s why we work, on average, a minimum of three days per week from the office. But that doesn´t mean we´re not flexible. We balance the expectation of being in the office while respecting individual flexibility. Join us in our unique and ambitious world. Join the team, unlocking the power of what science can do. We are working towards treating, preventing, modifying, and even curing some of the world´s most complex diseases. Here, we have the potential to grow our pipeline and positively impact the lives of billions of patients around the world. We are committed to making a difference. We have built our business around our passion for science. Now, we are fusing data and technology with the latest scientific innovations to achieve the next wave of breakthroughs.
Ready to make a difference?
Apply now and join us in our mission to push the boundaries of science and deliver life-changing medicines!