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Lead Data Business Analyst

Оценка ИИ

Высокий балл за престиж компании Thoughtworks, работу с передовыми технологиями (AI/ML) и сильную культуру обучения. Позиция предлагает значительное влияние на бизнес-процессы и профессиональный рост в международной среде.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует сочетания глубокой технической экспертизы в области данных и AI с лидерскими качествами и навыками управления стейкхолдерами на уровне C-suite. Высокая сложность обусловлена необходимостью работы в условиях неопределенности и строгими требованиями к праву на работу в Сингапуре.

Анализ зарплаты

Медиана110 000 $
Рынок90 000 $ – 140 000 $
Оценка ИИ

Предлагаемая роль Lead уровня в Сингапуре соответствует верхнему сегменту рынка. Зарплаты в консалтинге уровня Thoughtworks обычно выше средних по рынку, особенно для специалистов в области Data и AI.

Сопроводительное письмо

I am writing to express my strong interest in the Lead Data Business Analyst position at Thoughtworks. With extensive experience in bridging the gap between complex business requirements and technical execution, I am particularly drawn to Thoughtworks' commitment to delivering real business value through innovative data and AI solutions. My background in facilitating discovery workshops and managing product backlogs for large-scale transformations aligns perfectly with the responsibilities of this role.

Throughout my career, I have specialized in architecting AI use cases and defining value hypotheses that drive impactful results. I am impressed by Thoughtworks' focus on responsible AI and data lifecycle management, areas where I have consistently applied my skills to ensure data lineage and ethical considerations are integrated into the development process. I am eager to bring my expertise in coaching teams and navigating ambiguous technical landscapes to your dynamic consultancy.

I am a Singapore Citizen/PR and am excited about the opportunity to contribute to the growth of the analysis community at Thoughtworks. Thank you for considering my application. I look forward to the possibility of discussing how my skills in data discovery and stakeholder management can support your clients' most challenging problems.

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Откликнитесь в thoughtworks уже сейчас

Присоединяйтесь к Thoughtworks и станьте связующим звеном между бизнесом и передовыми AI-решениями в Сингапуре!

Описание вакансии

What happens when you have fascinating clients with challenging problems on the one hand and passionate software developers looking to build future-focused solutions on the other? This in-between is where Business Analysts reside, acting as a bridge between the client and team. You will establish the outcomes software must achieve, assess how it will be used, and then generate bold ideas with our developers to create custom applications. You will work with clients across a variety of sectors and ensure the business-critical software solutions we develop deliver real business value every time.

\*Thoughtworks Singapore will be shortlisting applicants who have a current right to work in Singapore, i.e. Singapore citizen or Singapore Permanent Residency (PR) only due to the nature of business.\*

Job responsibilities

  • Understand a client’s business problems to build, maintain, and evolve product roadmaps that generate impactful, differentiating solutions.
  • Engage with and influence senior business stakeholders, facilitating discovery workshops to outline business vision, objectives, and value hypotheses for large-scale transformations.
  • Apply an agile mindset to iteratively define release plans and drive the identification of "slices of value," ensuring work is delivered incrementally.
  • Liaise between the client and multidisciplinary teams—including SMEs, C-suite executives, developers, and architects—to manage the product backlog and advocate for shared outcomes.
  • Assess the "as-is" situation and collaborate with clients to create high-value artifacts such as personas, epics, and stories within agile transformation teams.
  • Lead work breakdown and backlog refinement activities, including specialized Experimentation backlog management to navigate the R&D nature of AI projects.
  • Lead the evolution of the analysis community by integrating Data Lifecycle Management and AI ethics into the standard agile toolkit while sharing knowledge on complex data discovery.
  • Evangelize 'Continuous Development' as it applies to evolving AI models and automated workflows, keeping a close eye on software delivery and team collaboration.
  • Take accountability for tracking whether delivered solutions are achieving intended business outcomes and KPIs, while encouraging open communication and transparency.

Job qualifications

Technical Skills

  • Proven ability to work with stakeholders to understand business goals and identify where data, reporting, automation, predictive analytics, or AI can improve outcomes.
  • Expertise in eliciting and documenting business, functional, data, and non-functional requirements, including reporting, dashboard, and semantic specifications.
  • Skilled in defining business processes and target-state workflows, translating complex business language into clear specifications for technical delivery teams.
  • Experience shaping business cases and value hypotheses for data and AI initiatives, including the definition of KPIs and success measures through discovery workshops.
  • Ability to architect AI use cases, including user journeys, prompt engineering strategies, guardrails, human review points, and responsible AI considerations.
  • Technical proficiency in mapping source-to-target requirements and data definitions to drive high-quality data products and downstream AI models.
  • Expertise in documenting data lineage and metadata requirements to ensure the traceability and explainability required for AI decision-making.
  • Competency in identifying requirements for synthetic data generation or data augmentation when real-world datasets are insufficient or biased.
  • Experience working with governance teams to clarify data ownership, privacy, and security while supporting UAT, change management, and business adoption.

Professional Skills

  • You enjoy coaching, have led a team and are an advocate for sharing knowledge with others.
  • You have a knack for prioritization, obtaining buy-in from stakeholders and resolving conflicts as they arise.
  • You’re resilient and flexible in ambiguous situations and enjoy solving problems from technical and business 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.

Responsible Use of AI in Recruitment

At Thoughtworks, we use AI tools to support our recruitment team with administrative tasks such as drafting communications, scheduling interviews and writing job descriptions.

Crucially, our AI tools do not screen, assess, rank or make hiring decisions. Every application is reviewed by our team and all selection decisions are made exclusively by our interviewers and hiring managers.

We are committed to fairness and responsible AI. We actively manage our AI systems by testing, monitoring for biased outcomes and implementing mitigation measures. We hold our third-party vendors to these same high standards through a rigorous governance process. For additional information, please see our full Thoughtworks AI Policy for Recruitment.

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.

#LI-Onsite

See here our AI policy.

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Навыки

  • Data Analysis
  • Stakeholder Management
  • Agile
  • Artificial Intelligence
  • Change Management
  • Business Analysis
  • Data Governance
  • KPI
  • UAT
  • Predictive Analytics
  • Product Roadmap
  • Data Lifecycle Management

Возможные вопросы на собеседовании

Проверка опыта работы с высокоуровневыми стейкхолдерами и умения выявлять бизнес-ценность.

Расскажите о случае, когда вам пришлось убеждать руководство в необходимости изменения стратегии данных. Как вы определяли KPI для этого проекта?

Оценка понимания этических аспектов и рисков при внедрении искусственного интеллекта.

Как вы подходите к проектированию 'guardrails' (защитных механизмов) и обеспечению этичности при разработке AI-продуктов?

Проверка технических навыков в области управления данными и их прослеживаемости.

Опишите ваш опыт работы с data lineage. Почему это критически важно для объяснимости (explainability) решений на базе AI?

Оценка лидерских качеств и умения развивать команду.

Как вы интегрируете принципы Data Lifecycle Management в стандартный инструментарий Agile-команды и как обучаете этому коллег?

Проверка способности работать в R&D среде с высокой степенью неопределенности.

Как вы управляете бэклогом экспериментов в AI-проектах, где результат исследования заранее не гарантирован?

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