34 Data Architects jobs in Dubai

Lead Data Engineering

Dubai, Dubai beBeeDataEngineer

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Job Description

Python Data Engineer

Overview

This is a full-time opportunity to lead our data engineering efforts.

Responsibilities and Skills

  • Develop, maintain, and improve large-scale data processing systems using Python and Spark/PySpark.
  • Design, build, and operate scalable data pipelines and architectures for data ingestion, processing, and storage.
  • Work closely with cross-functional teams to understand business requirements and translate them into technical solutions.
  • Collaborate with data scientists and analysts to develop and deploy machine learning models.
  • Stay up-to-date with emerging trends and technologies in the field of data engineering.

Requirements

  • 7+ years of experience in data engineering or related field.
  • Proven expertise in Python programming and Spark/PySpark ecosystem.
  • Strong understanding of data modeling, database design, and data warehousing concepts.
  • Experience with cloud-based data platforms such as AWS or GCP.
  • Excellent communication and collaboration skills.

Benefits

  • Competitive salary and benefits package.
  • Opportunities for professional growth and development.
  • Collaborative and dynamic work environment.
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Data Engineering Lead

Dubai, Dubai beBeeDataEngineering

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Shape the Future of Data Engineering

We're seeking a seasoned data engineering expert to lead our efforts in building a cutting-edge data foundation. As a key member of our team, you'll have the opportunity to design and implement scalable data systems that support real-time and batch analytics and operations.

  • Data Architecture Expertise : You'll be responsible for architecting data systems that ensure data quality, speed, and scalability, using GCP, Airflow, BigQuery, dbt, and Dataflow.
  • Pipeline Development : You'll build end-to-end pipelines to deliver high-quality data products, working closely with cross-functional teams to ensure seamless collaboration.
  • Data Governance : You'll establish robust data governance and quality rules to promote transparency, trust, and compliance throughout the organization.
  • Leadership and Collaboration : As a leader, you'll work with teams to drive impactful data products and initiatives, fostering a culture of innovation and excellence.

This is an exciting opportunity to join a fast-scaling company and make a meaningful impact on its growth and success. If you're passionate about data engineering and want to take your skills to the next level, we encourage you to apply.

Requirements:

  • GCP Expertise : Proven experience with Google Cloud Platform, including BigQuery, Dataflow, Airflow, dbt, and Python.
  • Advanced SQL Skills : Strong expertise in advanced SQL querying and performance tuning.
  • Collaboration and Leadership : Ability to work effectively with cross-functional teams and lead by example.

What We Offer:

  • Autonomy and Ownership : You'll have the freedom to drive strategy and make decisions that impact the company's growth and success.
  • Continuous Learning : We prioritize professional development and offer opportunities for growth and learning.

About Us:

We're a dynamic and forward-thinking organization dedicated to delivering innovative solutions and driving business growth. Our mission is to empower our customers with cutting-edge technology and expertise.

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Head of Data Engineering

Dubai, Dubai M2

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Job Description

As the Head of Data Engineering, you will be responsible for designing, implementing, and maintaining a robust, scalable, and compliant data architecture that supports our exchange’s operations, analytics, and regulatory reporting requirements. You will lead a team of data engineers, ensuring high availability, security, and performance of our data infrastructure. You will work closely with stakeholders across technology, compliance, risk, and product teams to develop data pipelines, warehouses, and real-time analytics capabilities.

This is a strategic yet hands-on role where you will drive data engineering best practices, scalability, and automation while ensuring compliance with regulatory data requirements for a financial services entity.

Key Responsibilities

Data Architecture & Strategy :

  1. Define and own the data architecture strategy for the exchange, ensuring it is scalable, secure, and regulatory-compliant.
  2. Design and implement data modeling, governance, and security frameworks to meet financial and regulatory requirements.
  3. Architect real-time and batch processing data pipelines to handle trade data, order books, user activity, and market analytics.
  4. Optimize data storage and retrieval for performance and cost efficiency, leveraging cloud-based and hybrid solutions.
  5. Build and maintain ETL / ELT data pipelines for operational, analytical, and compliance-related data.
  6. Ensure high data quality, reliability, and availability through robust monitoring, alerting, and data validation techniques.
  7. Manage and enhance data warehouses, data lakes, and streaming platforms to support business intelligence and machine learning use cases.
  8. Oversee database design and optimization for transactional and analytical workloads (e.g., Aurora, Redis, Kafka).
  9. Implement data lineage, metadata management, and access control mechanisms in line with compliance requirements.

Compliance, Security & Risk Management :

  1. Work closely with compliance and risk teams to ensure data retention policies, audit trails, and reporting mechanisms meet regulatory requirements (e.g., FATF, AML, GDPR, MiCA).
  2. Implement encryption, anonymization, and access control policies to safeguard sensitive user and transaction data.
  3. Support fraud detection and risk monitoring through data analytics and alerting frameworks.

Leadership & Team Management :

  1. Lead, mentor, and grow a small team of data engineers, fostering a culture of collaboration, innovation, and accountability.
  2. Drive best practices in data engineering, DevOps for data, and CI / CD automation for analytics infrastructure.
  3. Collaborate with software engineers, DevOps, data analysis, and product teams to integrate data solutions into the broader exchange ecosystem.

Technical competencies and skills :

  1. Proven experience in data architecture and engineering, preferably within a regulated financial or crypto environment.
  2. Strong proficiency in SQL, Python, or Scala for data engineering.
  3. Experience with cloud-based data platforms (AWS, GCP, or Azure) and orchestration tools (Airflow, Prefect, Dagster).
  4. Hands-on experience with real-time data processing (Kafka, Pulsar, Flink, Spark Streaming).
  5. Expertise in data warehousing solutions (Snowflake, BigQuery, Redshift, Databricks).
  6. Strong understanding of database design, indexing strategies, and query optimization.
  7. Experience implementing data governance, lineage, and cataloging tools.
  8. Familiarity with blockchain / crypto data structures and APIs is a plus.

Leadership & Strategic Skills :

  1. Experience leading and mentoring a team of data engineers.
  2. Ability to design data strategies that align with business goals and regulatory requirements.
  3. Strong cross-functional collaboration skills with compliance, risk, and technology teams.
  4. Ability to work in a fast-paced, high-growth startup environment with a hands-on approach.

Industry & Compliance Knowledge :

  1. Experience in regulated financial markets, fintech, or crypto is highly preferred.
  2. Familiarity with financial data standards, KYC / AML reporting, and regulatory requirements related to data handling.

Preferred Qualifications :

  1. Bachelors or Masters degree in Computer Science, Data Engineering, or a related field.
  2. Certifications in cloud data engineering (AWS / GCP / Azure), data governance, or security are a plus.
  3. Experience working in a crypto exchange, trading platform, or high-frequency trading environment is an advantage.

At M2, we believe in a workplace where talent, dedication, and passion are the only factors that count, regardless of gender, background, age, and other characteristics. We embrace diversity because we know that it fuels innovation, fosters creativity, and drives success. So, if you're ready to join a team where your potential is truly valued, welcome aboard!

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Head of Data Engineering

Dubai, Dubai M2 Exchange

Posted 4 days ago

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Job Description

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As the Head of Data Engineering, you will be responsible for designing, implementing, and maintaining a robust, scalable, and compliant data architecture that supports our exchange’s operations, analytics, and regulatory reporting requirements. You will lead a team of data engineers, ensuring high availability, security, and performance of our data infrastructure. You will work closely with stakeholders across technology, compliance, risk, and product teams to develop data pipelines, warehouses, and real-time analytics capabilities.

This is a strategic yet hands-on role where you will drive data engineering best practices, scalability, and automation while ensuring compliance with regulatory data requirements for a financial services entity.

Key Responsibilities

Data Architecture & Strategy :

  • Define and own the data architecture strategy for the exchange, ensuring it is scalable, secure, and regulatory-compliant.
  • Design and implement data modeling, governance, and security frameworks to meet financial and regulatory requirements.
  • Architect real-time and batch processing data pipelines to handle trade data, order books, user activity, and market analytics.
  • Optimize data storage and retrieval for performance and cost efficiency, leveraging cloud-based and hybrid solutions.

Data Engineering & Infrastructure :

  • Build and maintain ETL / ELT data pipelines for operational, analytical, and compliance-related data.
  • Ensure high data quality, reliability, and availability through robust monitoring, alerting, and data validation techniques.
  • Manage and enhance data warehouses, data lakes, and streaming platforms to support business intelligence and machine learning use cases.
  • Oversee database design and optimization for transactional and analytical workloads (e.g., Aurora, Redis, Kafka).
  • Implement data lineage, metadata management, and access control mechanisms in line with compliance requirements.
  • Compliance, Security & Risk Management :

  • Work closely with compliance and risk teams to ensure data retention policies, audit trails, and reporting mechanisms meet regulatory requirements (e.g., FATF, AML, GDPR, MiCA).
  • Implement encryption, anonymization, and access control policies to safeguard sensitive user and transaction data.
  • Support fraud detection and risk monitoring through data analytics and alerting frameworks.
  • Leadership & Team Management :

  • Lead, mentor, and grow a small team of data engineers, fostering a culture of collaboration, innovation, and accountability.
  • Drive best practices in data engineering, DevOps for data, and CI / CD automation for analytics infrastructure.
  • Collaborate with software engineers, DevOps, data analysis, and product teams to integrate data solutions into the broader exchange ecosystem.
  • Technical competencies and skills :

  • Proven experience in data architecture and engineering, preferably within a regulated financial or crypto environment.
  • Strong proficiency in SQL, Python, or Scala for data engineering.
  • Experience with cloud-based data platforms (AWS, GCP, or Azure) and orchestration tools (Airflow, Prefect, Dagster).
  • Hands-on experience with real-time data processing (Kafka, Pulsar, Flink, Spark Streaming).
  • Expertise in data warehousing solutions (Snowflake, BigQuery, Redshift, Databricks).
  • Strong understanding of database design, indexing strategies, and query optimization.
  • Experience implementing data governance, lineage, and cataloging tools.
  • Familiarity with blockchain / crypto data structures and APIs is a plus.
  • Leadership & Strategic Skills :

  • Experience leading and mentoring a team of data engineers.
  • Ability to design data strategies that align with business goals and regulatory requirements.
  • Strong cross-functional collaboration skills with compliance, risk, and technology teams.
  • Ability to work in a fast-paced, high-growth startup environment with a hands-on approach.
  • Industry & Compliance Knowledge :

  • Experience in regulated financial markets, fintech, or crypto is highly preferred.
  • Familiarity with financial data standards, KYC / AML reporting, and regulatory requirements related to data handling.
  • Preferred Qualifications :

  • Bachelors or Masters degree in Computer Science, Data Engineering, or a related field.
  • Certifications in cloud data engineering (AWS / GCP / Azure), data governance, or security are a plus.
  • Experience working in a crypto exchange, trading platform, or high-frequency trading environment is an advantage.
  • At M2, we believe in a workplace where talent, dedication, and passion are the only factors that count, regardless of gender, background, age, and other characteristics. We embrace diversity because we know that it fuels innovation, fosters creativity, and drives success. So, if you're ready to join a team where your potential is truly valued, welcome aboard!

    Seniority level

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    Data Center Engineering Operation

    Dubai, Dubai Amazon

    Posted today

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    Job Description

    Job ID: 2969745 | PT Amazon Data Srvcs Indonesia

    The Infrastructure Operations (Data Center) Team is the backbone of AWS, supporting the rapidly growing AWS business and customers 24/7. We are committed to maintain the physical infrastructure of AWS, ensuring the standards for operational performance in the areas of safety, security, availability, productivity, capacity, efficiency, and cost.

    In the Infrastructure Operations (Data Center) Team, you will have the chance to work on the most advanced technologies in a DYNAMIC environment with expanding opportunities.

    If you enjoy working in a strong and close-knit diverse team, Infrastructure Operations (Data Center) Team is the place to be

    Data Center Engineering Operation (DCEO) is seeking for individuals who are motivated, self-starter, eager to learn, passionate and committed to join us. You will spend 9 months on the trainee program and by the end of it, your progression will be evaluated to see if you have what it takes to join our successful team and be a full time Amazonian.

    About the team
    About AWS

    Diverse Experiences
    AWS values diverse experiences. Even if you do not meet all of the preferred qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn't followed a traditional path, or includes alternative experiences, don't let it stop you from applying.

    Why AWS?
    Amazon Web Services (AWS) is the world's most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating — that's why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.

    Inclusive Team Culture
    Here at AWS, it's in our nature to learn and be curious. Our employee-led affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences, including our Conversations on Race and Ethnicity (CORE) and AmazeCon (gender diversity) conferences, inspire us to never stop embracing our uniqueness.

    Mentorship & Career Growth
    We're continuously raising our performance bar as we strive to become Earth's Best Employer. That's why you'll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.

    Work/Life Balance
    We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home, there's nothing we can't achieve in the cloud.

    BASIC QUALIFICATIONS


    • Graduated from Mechanical engineering, Electrical engineering, Instrumentation engineering or Physics engineering discipline

    • Interest in maintenance of a Data Centre or Critical space facility

    • Strong attention to detail and ability to prioritize in complex, fast-paced environment

    PREFERRED QUALIFICATIONS


    • Degree/Diploma in Electrical & Electronics/Mechanical/Instrumentation/Physic related Engineering discipline

    • Excellent English communication skills (both verbal and written)

    Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit for more information. If the country/region you're applying in isn't listed, please contact your Recruiting Partner.

    Posted: June 5, 2025 (Updated about 2 hours ago)

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    Posted: June 12, 2025 (Updated about 3 hours ago)

    Posted: June 12, 2025 (Updated about 4 hours ago)

    Posted: February 26, 2025 (Updated about 4 hours ago)

    Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.

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    Data Management Specialist

    Dubai, Dubai BlackStone eIT

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    Job Description

    BlackStone eIT is seeking a detail-oriented Data Management Specialist to join our innovative team. As a Data Management Specialist, you will play a crucial role in ensuring the accuracy, reliability, and accessibility of our data assets. You will work closely with various departments to manage data quality, data governance, and data integration processes.

    Your expertise will contribute to optimizing data workflows, improving data utilization, and supporting decision-making across the organization. If you are passionate about data management and looking to make a significant impact in a collaborative environment, this position is for you

    Responsibilities

    • Monitor and maintain data quality standards across various data systems
    • Implement data governance policies and procedures to ensure compliance and security
    • Facilitate data integration projects, collaborating with IT and business teams
    • Conduct regular audits and assessments of data assets to identify and resolve discrepancies
    • Assist in developing and maintaining documentation for data processes and procedures
    • Provide training and support to users on data management tools and best practices
    • Stay informed about industry trends and emerging technologies in data management

    Requirements
    • Bachelor's degree in Information Technology, Computer Science, Data Management, or related field
    • At least 3-5 years of experience in data management or a similar role
    • Strong knowledge of data governance, data quality, and data integration practices
    • Experience with database management systems (e.g., SQL, Oracle, NoSQL)
    • Familiarity with data analysis and visualization tools
    • Excellent analytical and problem-solving skills
    • Strong communication skills, with the ability to work collaboratively across teams
    • Detail-oriented and highly organized, with the ability to manage multiple tasks efficiently
    • Knowledge of data privacy regulations and compliance standards is a plus
    • Improved data processing efficiency by 15% using Python.
    • Developed and implemented data mining models using Python and scikit-learn, resulting in a 10% increase in customer retention.
    • Designed and built interactive dashboards in Tableau, providing real-time insights to stakeholders
    • Managed and maintained SQL databases, ensuring data integrity and availability.

    Benefits
    • Paid Time Off
    • Training & Development
    • Performance Bonus
    Seniority level
    • Seniority level Mid-Senior level
    Employment type
    • Employment type Full-time
    Job function
    • Job function Information Technology
    • Industries IT Services and IT Consulting

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    data management specialist

    Dubai, Dubai Duncan & Ross

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    Job Description

    Job Description:

    We are seeking a highly skilled Senior Data Management Specialist with a strong background in Informatica Intelligent Data Management Cloud (IDMC) and Data Quality & Governance. The ideal candidate will bring deep expertise in data lakes enterprise data management and at least one end-to-end IDMC implementation experience.

    Key Responsibilities:

    • Lead and support IDMC implementation projects.
    • Ensure high standards of data quality governance and compliance.
    • Design and manage data lake solutions.
    • Collaborate with cross-functional teams to align data strategy with business objectives.
    • Provide guidance on metadata management data lineage and stewardship practices.

    Required Qualifications:

    • 7-12 years of overall experience.
    • 3 years of hands-on experience with Informatica IDMC.
    • 5 years in Data Quality and Governance.
    • Experience working with Data Lakes and modern data architectures.

    Vertical:

    Technology

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    Data Management Framework Specialist

    Dubai, Dubai beBeeDataGovernance

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    Job Description

    Data Governance Expertise

    Key Responsibilities include providing subject matter expertise in data management framework implementation, managing project plan, budget, risk, and overseeing the implementation of policies, standards, and procedures.

    Key Requirements:

    • A highly skilled Data Governance Project Lead (SME) with a background in Data governance, Project Management, and Change Management within Banking & Financial Services industry.
    • Excellent communication skills, with good planning, budgeting, and program management experience.
    • Experience in implementing Data Management frameworks, policies, and procedures organization-wide.

    Beyond these Key Requirements, our ideal candidate will also have:

    • Bachelor's degree in Computer Science, Information Systems, Finance, or related field; Master's preferred.
    • Minimum 12 years of experience in Data Management and Governance in Banking & Financial Services.
    • Understanding of DAMA and industry best practices.
    • Proficiency in English; Arabic beneficial.
    • Strong understanding of banking processes, systems, and regulatory requirements.
    • Experience with Data Governance tools such as Informatica DEQ, EDC, AXON.
    • Experience managing budgets and executing projects successfully.
    • Hands-on experience in Data Strategy implementation and large-scale project oversight.
    • Strong analytical, problem-solving, and stakeholder management skills.

    We offer a unique opportunity for professional growth and development. If you are motivated by challenging projects and desire to make meaningful contributions to an innovative organization, we encourage you to apply.

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    Senior Data Management Specialist - Data Governance

    Dubai, Dubai beBeeDataGovernance

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    Job Description

    Job Title: Data Governance Expert

    We are seeking a highly skilled professional to lead our data management initiatives.

    Key Responsibilities:

    • Design and implement robust data governance frameworks.
    • Develop and maintain high-quality metadata management systems.
    • Collaborate with cross-functional teams to align data strategy with business objectives.
    • Provide guidance on data lineage, stewardship practices, and compliance requirements.

    Requirements:

    • 7-12 years of overall experience in data management.
    • 3 years of hands-on experience with Informatica IDMC.
    • 5 years in Data Quality and Governance.
    • Experience working with data lakes and modern data architectures.

    Preferred Qualifications:

    • Familiarity with cloud-based data platforms.
    • Strong understanding of data security and compliance regulations.
    • Ability to work in a fast-paced environment and adapt to changing priorities.

    About the Role:

    This is an excellent opportunity for a seasoned data management professional to join our team and contribute to shaping our data strategy.

    What We Offer:

    • A dynamic and collaborative work environment.
    • Opportunities for growth and professional development.
    • Competitive compensation and benefits package.
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    Data Center Engineering Ops Engineer, DC Communities

    Dubai, Dubai Amazon

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    Job Description

    AWS Infrastructure Services owns the design, planning, delivery, and operation of all AWS global infrastructure. In other words, we’re the people who keep the cloud running. We support all AWS data centers and all of the servers, storage, networking, power, and cooling equipment that ensure our customers have continual access to the innovation they rely on. We work on the most challenging problems, with thousands of variables impacting the supply chain — and we’re looking for talented people who want to help. You’ll join a diverse team of software, hardware, and network engineers, supply chain specialists, security experts, operations managers, and other vital roles. You’ll collaborate with people across AWS to help us deliver the highest standards for safety and security while providing seemingly infinite capacity at the lowest possible cost for our customers. And you’ll experience an inclusive culture that welcomes bold ideas and empowers you to own them to completion. Amazon is looking for an energetic, detail-oriented individual to join our Data Center Engineering Operations Team. This committed group works to maintain the critical physical infrastructure that supports Amazon Web Services. Specifically, this team works to ensure that the data center's MEP operates at 100% availability while maintaining first-class customer service to the teams and groups within the data centers The Data Center Engineering Operation Senior Engineer is responsible for ensuring that all electrical, mechanical, and fire/life safety equipment within the data center is operating within contract parameters within third party Colocation facilities. Often this will be including risk management and mitigation, corrective and preventative maintenance of critical infrastructure, vendor management and metric reporting. Key job responsibilities
    - Establish performance benchmarks, conduct analysis, and prepare reports on all aspects of the critical facility operations and maintenance.
    - Responsible for the on-site management of sub-contractors and vendors, ensuring that all work performed is in accordance with established practices and procedures.
    - Manage relationship with third party Colocation providers and their facility staff.
    - Responsible for the operation of and management of both routine and emergency services on a variety of critical systems such as: switchgear, generators, UPS systems, power distribution equipment, chillers, cooling towers, computer room air handlers, building monitoring systems, etc.
    - Data Center capacity planning and reporting.
    - Assist in the design and build out of new facilities.
    - May assist in projects to increase current Facility efficiency.
    - Work with IT managers and other business leaders to coordinate projects, manage capacity, and optimize plant safety, performance, reliability and efficiency.
    - Deliver quality service and ensure all customer demands are met.
    - Procurement for DCEO related expenditure.
    - Responsible for asset and inventory management. About the team
    Diverse Experiences AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying. Why AWS Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating — that’s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses. Work/Life Balance We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why flexible work hours and arrangements are part of our culture. When we feel supported in the workplace and at home, there’s nothing we can’t achieve in the cloud. Inclusive Team Culture
    AWS values curiosity and connection. Our employee-led and company-sponsored affinity groups promote inclusion and empower our people to take pride in what makes us unique. Our inclusion events foster stronger, more collaborative teams. Our continual innovation is fueled by the bold ideas, fresh perspectives, and passionate voices our teams bring to everything we do. Mentorship and Career growth We’re continuously raising our performance bar as we strive to become Earth’s Best Employer. That’s why you’ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.
    BASIC QUALIFICATIONS

    - 4+ years of relevant work experience in maintaining electrical, mechanical, HVAC, fire systems experience in a data center or critical space facility
    - Ability to participate in a 24 x 7 rotating shift roster.
    - Understanding of the electrical and mechanical systems used in a data center environment, including but not limited to DRUPS, Transformers, Generators, Switchgear, UPS systems, ATS/STS units, PDUs, Chillers, AHUs and CRAC units.

    PREFERRED QUALIFICATIONS

    - Bachelor’s Degree in either Electrical Engineering, HVAC, Mechanical Engineering or relevant technical (military/trade school) degree and relevant experience in a critical environment.
    - Understanding of the electrical and mechanical systems used in a data center environment, including but not limited to DRUPS, Transformers, Generators, Switchgear, UPS systems, ATS/STS units, PDUs, Chillers, AHUs and CRAC units.
    - Experience in management of vendors/contractors performing construction, maintenance and upgrading works in large-scale critical environment Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner.

    Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.

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    55. checklist_rtl Project Management
    56. shopping_bag Purchasing
    57. home_work Real Estate
    58. person_search Recruitment Consultancy
    59. store Retail
    60. point_of_sale Sales
    61. science Scientific Research & Development
    62. wifi Telecoms
    63. psychology Therapy
    64. pets Veterinary
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