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LeadУдалённоПолная занятость

Lead Data Solution Architect

Оценка ИИ

Thoughtworks — престижная компания с мировым именем, предлагающая отличные возможности для профессионального роста и работы над сложными проектами. Высокий балл обусловлен сильной инженерной культурой и фокусом на инновации.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует глубоких экспертных знаний в области распределенных систем, больших данных и современных AI-архитектур. Высокая сложность обусловлена необходимостью совмещать техническое лидерство с консалтинговыми навыками и управлением ожиданиями стейкхолдеров.

Анализ зарплаты

Медиана140 000 $
Рынок110 000 $ – 180 000 $
Оценка ИИ

Зарплата для позиции Lead Data Architect в Сингапуре обычно находится в верхнем сегменте рынка. Учитывая репутацию Thoughtworks, можно ожидать компенсацию на уровне или выше медианы для опытных архитекторов.

Сопроводительное письмо

I am writing to express my strong interest in the Lead Data Solution Architect position at Thoughtworks. With extensive experience in designing and implementing modern data architectures, I have consistently delivered end-to-end solutions that align technical excellence with strategic business objectives. My background in distributed systems, big data technologies like Spark and Kafka, and my recent focus on productionizing ML/AI models make me a perfect fit for this leadership role.

Throughout my career, I have excelled at bridging the gap between complex technical requirements and business value. I am particularly drawn to Thoughtworks' reputation for technical leadership and its commitment to a cultivation culture. I am confident that my ability to mentor delivery teams and navigate ambiguous architectural challenges will contribute significantly to the success of your clients' data strategies.

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Описание вакансии

Lead data architects at Thoughtworks play a key part in developing modern data architecture approaches to meet business objectives and provide end-to-end data solutions.

They take a technical leadership role in enabling clients and Thoughtworks teams to align on outcomes that support the vision painted by data strategists. They lead, with support, the design and architecture of initiatives which are key to the delivery of solutions to budget and timelines. They also guide and mentor delivery teams on architectural decisions to deliver to the solution agreements.

Job responsibilities

  • You will navigate, with support, a data project's architectural concerns, enabling delivery teams to deliver on accepted standards within time and budget.
  • You will provide client-facing technical leadership and guidance on topics related to data architecture, engineering, and analytics to advise clients on bringing their data strategy to life.
  • You will interact with client counterparts from the enterprise architecture group to deliver, share, align and sign-off on key architectural decisions, trade-offs and ways of working.
  • You will communicate both high-level and low-level technical details of data architecture to engineers and business stakeholders.
  • You understand and can collaborate at the intersection of analytical and operational architectures.
  • You will lead with support the technical design of data governance, data security and data privacy to fulfill compliance requirements.
  • You will lead, with support, the incorporating of data quality frameworks and processes to address and fulfill requirements as set out in strategy and acceptance criteria.
  • You will collaborate with sales and pre-sales to clarify requirements and design viable solutions.

Job qualifications

Technical Skills

  • You have experience in defining and implementing different types of data architecture, analyzing trade-offs and can define technology stacks for different types of data architecture.
  • You have exposure to designing application system architecture based on big data, artificial intelligence and related technologies.
  • You have experience in building, maintaining and tuning data platforms, as well as experience in data warehouse design, data modeling, data monitoring and maintenance.
  • You have experience with common design patterns, application frameworks and foundational/theoretical knowledge (i.e.: distributed systems, data intensive applications, etc.).
  • You are proficient in common open-source distributed computing/storage technologies, including but not limited to YARN, Impala, Spark, MapReduce, Kafka and Flink, with practical project architecture experience.
  • You have a good understanding of business and communication, collaboration skills, strong learning and summarizing abilities.
  • You have exposure to defining, developing and enabling data-driven techniques, advanced analytics, ML/AI and data mining applications in enterprise. This includes technologies such as LLMs, VLMs, vector & graph databases and/or agentic architectures.
  • You have exposure to developing real-time and low-latency data streaming solutions.
  • You have exposure to productionizing machine learning models and applying techniques, tools and processes.
  • You are passionate about data infrastructure and operations, with expertise working in cloud environments.

Professional Skills

  • You have experience influencing others and always advocate for technical excellence while being open to change when needed.
  • You bridge product and technology by helping to translate business needs to software requirements.
  • You have the ability to develop and execute a technical vision with a focus on business value.
  • You will act as a mentor for less experienced peers through both your technical knowledge and ability to inspire a team to deliver extraordinary impact together.
  • You are resilient in ambiguous situations and can approach challenges from multiple perspectives.

Other things to know

Learning & Development

There is no one-size-fits-all career path at Thoughtworks: however you want to develop your career is entirely up to you. But we also balance autonomy with the strength of our cultivation culture. This means your career is supported by interactive tools, numerous development programs and teammates who want to help you grow. We see value in helping each other be our best and that extends to empowering our employees in their career journeys.

About Thoughtworks

Thoughtworks is a dynamic and inclusive community of bright and supportive colleagues who are revolutionizing tech. As a leading technology consultancy, we’re pushing boundaries through our purposeful and impactful work. For 30+ years, we’ve delivered extraordinary impact together with our clients by helping them solve complex business problems with technology as the differentiator. Bring your brilliant expertise and commitment for continuous learning to Thoughtworks. Together, let’s be extraordinary.

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Навыки

  • Data Architecture
  • Machine Learning
  • Large Language Models
  • Data Engineering
  • Apache Spark
  • Distributed Systems
  • Apache Flink
  • Big Data
  • Data Modeling
  • Apache Kafka
  • Data Governance
  • Cloud Computing
  • Graph Databases
  • Vector Databases

Возможные вопросы на собеседовании

Проверка понимания современных архитектурных парадигм, которые активно продвигает Thoughtworks.

Как бы вы спроектировали переход от монолитного хранилища данных к архитектуре Data Mesh для крупного клиента?

Оценка практического опыта работы с высоконагруженными системами.

Опишите ваш опыт оптимизации производительности в распределенных системах обработки данных (например, Spark или Flink).

Проверка умения работать с современными AI-технологиями в корпоративной среде.

Какие основные архитектурные вызовы вы видите при внедрении LLM и векторных баз данных в существующую экосистему данных предприятия?

Оценка навыков управления рисками и компромиссами.

Расскажите о случае, когда вам пришлось принимать сложное архитектурное решение с серьезными компромиссами. Как вы аргументировали его перед бизнесом?

Проверка лидерских качеств и навыков менторства.

Как вы подходите к обеспечению технического совершенства (technical excellence) в команде при сжатых сроках и ограниченном бюджете?

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thoughtworks
Страна
Сингапур