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Senior Data Engineer
Позиция в социально значимой компании (edX/2U) с современным технологическим стеком и отличным пакетом льгот. Удаленный формат работы в ЮАР и фокус на профессиональный рост делают вакансию очень привлекательной.
Сложность вакансии
Роль требует глубоких знаний современного стека данных (Snowflake, dbt, Airflow) и опыта работы с инфраструктурой (Terraform, Kubernetes). Высокий уровень ответственности за архитектуру и наставничество повышает планку требований.
Анализ зарплаты
Предлагаемая роль Senior Data Engineer в ЮАР соответствует высокому уровню рынка. Оценки базируются на данных для опытных инженеров в Кейптауне и Йоханнесбурге, работающих в международных технологических компаниях.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Data Engineer position at 2U. With over five years of experience in the data industry and a deep specialization in building robust ETL/ELT pipelines, I am excited about the opportunity to contribute to your mission of eliminating the back row in education. My background in architecting solutions using Snowflake, dbt, and Airflow aligns perfectly with your Modern Data Stack requirements.
In my previous roles, I have successfully led technical projects and mentored junior engineers, which has prepared me for the leadership aspects of this Data Engineer III role. I am particularly impressed by 2U's commitment to diversity and its impact on over 45 million learners through the edX platform. I am confident that my expertise in Python, SQL, and Infrastructure as Code (Terraform) will allow me to drive innovation and maintain the high standards of your data systems.
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Описание вакансии
At 2U, we are all in on purpose. We are motivated by our mission – to eliminate the back row in education – and connected by our shared passion to deliver world-class digital education at scale. As the parent company of edX, the world’s leading online learning platform, 2U powers more than 4,000 online higher education offerings – from free courses to full degrees. Together with more than 230 colleges, universities, and corporate partners, we are helping to unlock human potential.
What We’re Looking For:
We are seeking a highly skilled and experienced Data Engineer III to serve as a key individual contributor responsible for architecting, implementing, and maintaining robust Data Technology Systems across the entire Modern Data Stack (Data Integration, Storage, Transformation, and Governance). This role demands deep technical proficiency and architectural foresight, requiring the candidate to be hands-on, capable of diving deep into any part of the stack, and executing complex technical work efficiently.
As a senior member of the team, you will spearhead technical and infrastructure innovation, mature our code base and development processes, and provide essential technical guidance and mentorship to Junior and Intermediate Data Engineers. You will collaborate closely with cross-functional teams, including Analytics Engineers and Product Managers, to ensure the delivery of optimized data pipelines and reliable, high-impact data products.
Responsibilities Include, But Are Not Limited To:
- Technical
- Design and build robust, scalable, and high-performance ETL/ELT data pipelines
- Develop and implement solutions using advanced programming languages (e.g., Python, SQL, DBT)
- Optimize and performance-tune complex data workflows and queries to handle massive data volumes and ensure minimal latency
- Assist with the design and implementation of data models for Data Warehouses (Snowflake etc.)
- Implement data quality frameworks (validation, monitoring, and testing) to ensure data accuracy, consistency, and completeness
- Establish comprehensive error logging and alerting systems for pipeline health and failure remediation
- Apply DevOps practices to data infrastructure, often involving Infrastructure as Code (e.g., Terraform)
- Management
- Effectively leverage knowledge, expertise and experience to lead and deliver projects
- Effectively support and mentor data engineers
- Business
- Stakeholder management throughout all business departments
- Collaborate with other engineers and analysts to execute projects
- Personal
- Perform research and constantly stays on top of the industry’s trends
- Engage and proactively seek opportunities for improvement through ongoing learning
Things That Should Be In Your Background:
- 5+ years experience in the Data industry
+ 4+ years experience in a Data Engineering role
- Expert in SQL to then implement where needed in Data Warehousing systems and Data Pipelines
- PostgreSQL / MySQL / Python / R / Redshift / Snowflake experience
- Experience in database design and database management
- A sound understanding of data management principles, including data quality assurance and data governance
- Experience in source code and version control systems
- Experience with infrastructure automation (Terraform)
- Familiarity working with containerized services (Docker and Kubernetes)
- Experience in the shipment of data using various methods, such as ETL/ELT, within tools such as Airflow (MWAA), Argo, dbt
- Experience using services within the AWS ecosystem (e.g, RDS, EC2, Redshift, EKS)
- Understanding or knowledge of Linux commands (bash scripting)
- Manages multiple projects, resolves challenges swiftly, delivers adaptable approaches, and values diverse opinions.
- Takes ownership, anticipates new problems, tests solutions, and mentors on effective problem-solving techniques.
- Sets quarterly goals aligned with team objectives, tracks progress in Workday, and communicates barriers to the manager. Takes personal responsibility for quality and timeliness of work, correcting mistakes and learning from them.
- Demonstrates expert understanding, introduces new tools/methodologies, and provides team training to enhance productivity.
- Tailors messages for audience understanding, engages respectfully in team meetings, synthesizes thoughts effectively, presents confidently, and actively listens to stakeholders.
- Consistently builds and maintains key stakeholder relationships, perceived as a trusted partner, offers sound guidance, and navigates challenging relationships effectively.
Other Attributes That Will Help You In This Role:
- A degree in Computer Science/Information Systems/Engineering preferred
Benefits & Culture
Our global employee base is a diverse collection of innovators, dreamers, and doers working together to transform lives through higher education. We believe that every employee can advance our shared purpose, and that life at 2U should be fun and meaningful. If you’re excited by the opportunity to provide over 40 million learners and counting with access to world-class online higher education, then join us – and do work that makes a difference. #NoBackRow
We offer comprehensive benefits (unique per country) and excellent work/life balance.
Full-time, ZA benefits include:
- 2 complimentary Getsmarter short courses per year
- Subsidised medical aid with Discovery Health Medical Scheme
- 4% 2U contribution towards Discovery Life Pension Fund and Group Risk Benefit
- Employee Assistance Program (EAP)
- Generous leave policy including time off to volunteer for non-profit organization, study leave, sports leave and a company-wide festive season break
2U Diversity and Inclusion Statement
At 2U, we are committed to building and sustaining a culture of belonging, respect, and inclusion. We are proud of the steps we’ve taken to bring together an employee base that embodies diverse walks of life, ideas, genders, ages, races, cultures, sexual orientations, abilities and other unique qualities. We strive to offer a workplace where every employee feels empowered by what makes us different, as well as by how we are alike.
2U is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodations, please reach out to us at: recruitingaccommodations@2u.com.
About 2U
For more than a decade, 2U has been the digital transformation partner of choice to great non-profit colleges and universities delivering high-quality online education at scale. As the parent company of edX, a leading global online learning platform, 2U provides over 45 million learners with access to world-class education in partnership with more than 230 colleges, universities, and corporations. Our people and technology are powering more than 4,000 digital education offerings — from free courses to full degrees — and helping unlock human potential. To learn more: visit 2U.com.
About edX
edX is the education movement for restless learners and a leading global online learning platform from 2U. Together with the majority of the world’s top-ranked universities and industry-leading companies, we bring our community of over 45 million learners world-class education to support them at every stage of their lives and careers, from free courses to full degrees. And we're not stopping there — we're relentlessly pursuing our vision of a world where every learner can access education to unlock their potential, without the barriers of cost or location. Learn more at edX.org.
Learn more at https://2u.com/careers/
#NoBackRow
The above statements are intended to describe the general nature and level of work performed by individuals assigned to this position, and are not intended to be construed as an exhaustive list of all responsibilities, duties and skills required. All employees may be required to perform duties outside of their normal responsibilities from time to time, as needed.
2U is an equal opportunity employer that does not discriminate against applicants or employees and ensures equal employment opportunity for all persons regardless of their race, creed, color, religion, sex, sexual orientation, gender identity, pregnancy, national origin, age, marital status, disability, citizenship, military or veterans’ status, or any other classifications protected by applicable federal, state or local laws. 2U’s equal opportunity policy applies to all terms and conditions of employment, including but not limited to recruiting, hiring, training, promotion, job benefits and pay.
2U is strongly committed to diversity within its community and especially welcomes applications from South African citizens who are members of designated groups who may contribute to Employment Equity within the workplace and the further diversification of ideas. In this regard, the relevant laws and principles associated with Employment Equity will be considered when appointing potential candidates. We are required by law to verify your ability to work lawfully in South Africa. 2U requires that you submit a copy of either your identity document or your passport and any applicable work permit if you are a foreign national, along with an updated curriculum vitae.
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Навыки
- Python
- SQL
- dbt
- Snowflake
- PostgreSQL
- MySQL
- AWS Redshift
- Terraform
- Docker
- Kubernetes
- Apache Airflow
- Argo CD
- AWS
- Linux
- Bash
- ETL
- ELT
Возможные вопросы на собеседовании
Проверка опыта работы с основным инструментом трансформации данных в стеке компании.
Расскажите о вашем опыте использования dbt для построения сложных моделей данных. Как вы организуете тестирование и документацию?
Оценка навыков оптимизации затрат и производительности в облачных хранилищах.
Какие стратегии оптимизации запросов и управления затратами вы применяли при работе со Snowflake или Redshift?
Проверка владения практиками DevOps в контексте данных.
Как вы используете Terraform для управления инфраструктурой данных и какие преимущества это дает вашей команде?
Оценка лидерских качеств и способности развивать команду.
Опишите случай, когда вы менторили младшего инженера. Как вы подходите к код-ревью и передаче технических знаний?
Проверка умения работать с оркестрацией в сложных системах.
С какими трудностями вы сталкивались при масштабировании пайплайнов в Airflow и как вы их решали?
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