Technical Lead at Makro Head Office | Bangkok

We are seeking a detail-oriented and seasoned Technical Lead to spearhead our technological initiatives at Makro Head Office. In this pivotal role, you will not only explore innovative technical avenues but also leverage your technical expertise as a foundation for your contributions. As a collaborative team player, you understand the importance of seeking a…

We are seeking an experienced and detail-oriented Technical Lead to join our team at Makro Head Office. As a visionary technical leader, you will explore innovative avenues in technology to deliver cutting-edge solutions while leveraging your technical expertise, which serves as your foundation. Team collaboration is essential, and you will know when to seek assistance and when to offer your support to others.Key Responsibilities Drive digital transformation initiatives by developing groundbreaking ideas and solutions that anticipate and surpass market trends. Engage with stakeholders to design adaptable systems capable of scaling to meet evolving market demands. Collaborate closely with the Head of Engineering, Head of Product, and other stakeholders to define product roadmaps and timelines for releases. Lead a development team by providing guidance, support, and best practices. Encourage innovative solutions within the team to effectively address challenges. Manage user story backlog sizing and offer recommendations, ensuring that the backlog is ready for upcoming sprints. Maintain coding quality in alignment with team standards and goals. Contribute to the design of complex systems and architectures.

Key ResponsibilitiesDevelop and implement the QA strategy, including test planning and execution for intricate software solutions across various platforms.Lead the design, development, and upkeep of automated testing scripts utilizing Robot Framework and other pertinent tools.Create and review scalable automation code in Python, JavaScript, and TypeScript.Collaborate with cross-functional teams (developers, product owners, business analysts) to determine the testing scope, clarify requirements, and uphold quality objectives.Conduct and manage manual functional, integration, regression, and API testing (e.g., using Postman) across web applications and Oracle-based systems, batch processes, and low-code platforms, while advocating for the shift towards automation.Define and enhance automation frameworks, CI/CD test integration, and reporting processes.Assess and refine existing QA processes to bolster coverage, efficiency, and effectiveness.Monitor and manage defects, ensuring thorough resolution and root cause analysis.Lead and mentor QA team members, providing technical guidance, conducting code reviews, and fostering skill development.Promote quality practices through early involvement in requirement reviews and risk-based test design.Effectively communicate testing status, risks, and results to stakeholders at all levels.Contribute to team-wide process enhancements and actively participate in Agile ceremonies.

Responsibilities:Define and prioritize the product backlog according to both business and customer requirements.Serve as the customer advocate to guarantee the development team delivers products that meet their needs.Conduct comprehensive market and customer research to extract insights and validate product concepts.Create and sustain product roadmaps and go-to-market strategies.Work collaboratively with cross-functional teams to ensure the successful implementation of financial solutions.Align the finance portfolio with Siam Makro's strategic business objectives.Lead and guide the development team to ensure high-quality product delivery.Regularly inform stakeholders about the finance portfolio's progress.Collaborate with the development team to ensure timely, budget-conscious, and high-standard delivery of finance solutions.

Job PurposeThe Department Manager for Home Care Support plays a crucial role in driving the strategic development and implementation of the Home Care category at Makro. This position offers vital business insights, strategic analysis, and cross-functional collaboration that empower leadership to make informed decisions and foster sustainable growth. You will assist in translating strategic objectives into actionable initiatives and performance tracking, while not directly overseeing commercial operations.Key Responsibilities:Strategy Development & Business PlanningContribute to the formulation of short- and mid-term strategies for Makro’s Home Care category, ensuring alignment with the corporate vision.Perform strategic analyses on market trends, consumer behavior, channel performance, and competitive dynamics to facilitate strategic decision-making.Transform strategic directions into organized business plans, initiatives, and execution roadmaps for performance tracking.Assist in annual planning, mid-year assessments, and strategic presentations for management and leadership forums.Business Performance & Insight SupportMonitor and evaluate key performance indicators (KPIs) related to the Home Care category.Deliver regular performance insights, variance analyses, and identify issues to support management reviews.Create structured reports, dashboards, and management materials to facilitate discussions with leadership.Spot performance gaps, improvement opportunities, and business risks through data-driven insights.Cross-functional Coordination & Strategic Execution SupportServe as the point of coordination among strategy, commercial, operations, technology, and other relevant functions to bolster strategic initiatives.Track the progress of strategic initiatives and ensure stakeholder alignment.Support governance processes, milestone tracking, and issue escalation related to strategic projects.Organize alignment meetings and prepare materials for steering committees or leadership reviews.Business Case & Initiative SupportAssist in the preparation and review of business cases, investment proposals, and justifications for initiatives aimed at Home Care category growth.Evaluate the financial impacts, operational feasibility, and strategic alignment of proposed initiatives.Facilitate post-implementation reviews to assess outcomes against objectives.Ad-hoc Strategic SupportProvide on-demand strategic analysis and support as requested by senior management.Assist with special projects related to digital transformation, B2B capability development, or new business models.Qualifications:Bachelor’s degree in Business Administration, Economics, or a related field.Strong analytical and strategic thinking skills.Excellent communication and interpersonal abilities.Proven experience in business performance analysis and project management.Ability to work collaboratively across diverse teams and functions.

We are seeking a meticulous and seasoned Technical Lead to drive our digital transformation initiatives at joinmakropro. If you have a knack for exploring innovative technical solutions while leveraging your extensive technical expertise, we want you on our team! As a collaborative player, you excel at seeking assistance when needed and offering support to your teammates.Your ResponsibilitiesLead efforts in digital transformation, crafting groundbreaking ideas and solutions that stay ahead of market trends.Engage closely with the Head of Engineering, Head of Product, and other stakeholders to define product roadmaps and timelines.Guide and mentor the development team, offering insights and best practices.Encourage and initiate innovative solutions to empower your team in problem-solving.Manage user story backlog sizing and provide recommendations to ensure sprint readiness.Uphold coding quality standards to align with team goals.Contribute to the design of complex systems and architectures.Note: We welcome remote candidates to apply.

At Makro Core Development Technology, we are committed to improving our internal systems and tools to enhance operational efficiency and achieve strategic goals.Role Overview: As a Product Owner within our team, you will spearhead the development and optimization of digital products tailored for internal use, with a focus on streamlining workflows, reducing inefficiencies, and boosting employee satisfaction. Your efforts will be crucial in ensuring that our tools are aligned with business objectives and effectively facilitate the work of various departments.Key Responsibilities: Product Vision and Strategy: Articulate and communicate a compelling vision and strategy for internal tools that resonate with Makro's business goals. Stakeholder Collaboration: Collaborate with internal stakeholders to identify their requirements, gather insights, and ensure tools adequately support their workflows. Backlog Management: Oversee and prioritize the product backlog, ensuring it aligns with business priorities and user needs. Development Oversight: Partner closely with engineering and design teams to deliver high-quality internal tools, ensuring timely and budget-conscious execution. User-Centric Design: Champion the needs of internal users by incorporating usability studies and research into product specifications to elevate user satisfaction. Performance Monitoring: Define and track key performance indicators (KPIs) to evaluate tool effectiveness and drive ongoing improvements. Change Management: Lead the adoption of new tools through effective training and communication strategies. Industry Awareness: Keep abreast of industry trends and best practices in internal product management and enterprise technology.

As a Backend Technical Lead at Tyme, you will play a pivotal role in ensuring the successful delivery of innovative solutions through meticulous analysis, requirement documentation, and agile methodologies.Your Role Collaborate within dynamic agile teams, taking ownership of crucial projects that benefit both Tyme and our clients. Engage with stakeholders to establish best practices for APIs, security, compliance, and system reliability. Guide the technical development of software features to align with business objectives. Design and implement robust, scalable, and maintainable APIs capable of managing high transaction volumes. Foster an inclusive and supportive team environment that values ownership and accountability. At Tyme, we prioritize quality, seamless workflows, and rapid feedback, promoting a culture of end-to-end responsibility, ongoing improvement, testing, and experimentation. We seek enthusiastic and collaborative individuals who value teamwork above all.

Responsibilities:Define and prioritize the product backlog to align with business and customer needs.Act as the customer advocate, ensuring the development team delivers products that truly meet customer expectations.Conduct thorough market and customer research to extract insights and validate product ideas.Create and maintain detailed product roadmaps and strategic go-to-market plans.Collaborate with cross-functional teams to guarantee the successful delivery of innovative finance solutions.Align the finance portfolio with Siam Makro's comprehensive business strategy.Lead and guide the development team to ensure high-quality product delivery.Provide regular updates to stakeholders regarding the progress and performance of the finance portfolio.Coordinate with the development team to ensure timely, budget-compliant, and high-standard delivery of finance solutions.

About UsNimble is at the forefront of solving our clients' toughest business challenges through innovative technology solutions. We collaborate with forward-thinking companies globally, creating sustainable impacts through our work. If you are eager to grow professionally, tackle exciting projects, and utilize cutting-edge tools and practices, Nimble is the ideal place for you!About the RoleWe are seeking a hands-on Technical Lead who actively builds alongside their team rather than managing from the sidelines. You will be responsible for defining technical direction for your squad, influencing architectural choices, and fostering growth among junior engineers while remaining closely engaged with the code.This leadership position requires a builder's mindset. You will engage with diverse Nimble client projects across various industries and complexities, taking full ownership from initial discovery through to successful delivery.What You'll DoLead a team of engineers on one or more client projects, establishing technical direction and ensuring adherence to quality standards.Define both front-end and back-end architecture, make informed technology decisions, and take responsibility for project outcomes.Collaborate closely with the Product Owner to keep project delivery on schedule and contribute to technical discussions with clients as necessary.Participate in coding and code reviews, as this role is not purely managerial; your contributions are essential.Leverage AI tools as a central part of your workflow and encourage your team to do the same.Mentor and support the growth of engineers within your squad through code reviews, pairing, and knowledge sharing.Develop and implement technical strategies aligned with project and business goals.Contribute to internal processes and initiatives—our handbook is a collaborative effort by our entire team.What We Are Looking ForTechnical Expertise:Strong professional experience in web development with a solid background in software architecture; your accomplishments are more important than years of experience.Extensive experience in scaling web applications and leading teams through complex challenges.

Join Nimble as a Technical LeadAt Nimble, we tackle our clients' most challenging business hurdles using innovative technology solutions. We collaborate with visionary companies globally to create lasting impacts. If you aspire to advance your career while working on exciting projects with cutting-edge tools and methodologies, Nimble is the ideal workplace for you!Our Core ValuesExtreme Ownership: We treat our clients' businesses as our own.Bias for Action: Our focus on execution drives decisive actions to achieve results.Intensity: We approach challenges with vigor and commitment, ensuring impactful outcomes.Pragmatism: Our solutions prioritize practicality and effectiveness in addressing complex issues.Outcome Over Process: We aim for significant results while refining processes that support our goals.Truth Seeking: We pursue honesty and clarity through critical thinking and factual analysis.Your RoleWe are in search of a talented Web Technical Lead with extensive experience in web development and technical leadership. In this role, you will ensure the quality of our code, develop technical solutions, and provide guidance and mentorship to a team of engineers throughout project lifecycles.Your ResponsibilitiesProject Delivery:Engage in hands-on coding and conduct code reviews with your team.Collaborate closely with Product Managers and the Engineering Lead to guide clients through their product development journey while adhering to our best practices.Lead discussions on technical architecture and design, focusing on scalability, performance, and maintainability.Team Mentorship:Offer technical guidance to ensure adherence to best practices and effective tool selection.Recruitment Participation:Take part in the technical assessment of candidates to build a strong team.Collaboration with Leadership:Work alongside the Head of Engineering to enhance technology and engineering processes.Coordinate activities across all engineering disciplines.

About UsNimble is a groundbreaking start-up nurtured within a forward-thinking software consultancy. Our mission is to revolutionize customer experiences by enhancing their seamlessness, personalization, and overall impact. Our dynamic team is driven by the relentless pursuit of innovation through our advanced Enterprise Restaurant Operations SaaS solution.The OpportunityWe are on the lookout for an enthusiastic Ruby on Rails Technical Lead who thrives in a fast-paced environment and is ready to embrace a stimulating challenge. As a crucial member of our founding development team, you will play an instrumental role in shaping our Enterprise Restaurant Operations SaaS solution. Your expertise in crafting, refining, and optimizing our platform using Ruby on Rails will ensure it remains robust, scalable, and efficient.You'll tackle a range of complex problems with creative solutions, from enhancing performance to implementing new features. This is an on-site role where you will fully engage with the team, understanding that true innovation often transcends the traditional 9 to 5 work schedule. If you are driven by creativity and eager to push the boundaries of possibility, this opportunity is for you.What Will You DoStrategize: Define the vision and technical roadmap of our Enterprise Restaurant Operations SaaS solution, fostering innovation and scalability.Architect: Design and implement scalable solutions in Ruby on Rails, ensuring they align with both business objectives and user needs.Collaborate: Work closely with cross-functional leaders such as product managers and designers to prioritize impactful features.Innovate: Assess and adopt emerging technologies to enhance performance, security, and operational efficiency.Problem-Solve: Tackle complex challenges with strategic solutions while balancing technical trade-offs and business requirements.Commit: Champion the success of key initiatives, adapting to shifting priorities while ensuring timely delivery of critical projects.RequirementsExperience: A minimum of 8 years in software engineering, with at least 5 years of experience in Ruby on Rails (RoR). A proven track record in building and maintaining complex applications alongside a strong understanding of web development principles.Proficiency in PostgreSQL and Redis for caching and data structure storage is essential.Hands-on experience with Docker and Kubernetes is required for effective deployment and orchestration.

About UsWe are a cutting-edge startup operating in stealth mode, birthed from a renowned software consultancy. Our goal is to revolutionize customer experiences through enhanced seamlessness, personalization, and impactful solutions. Our ambitious team is dedicated to pushing the limits of innovation with our state-of-the-art Enterprise Restaurant Operations SaaS platform.The OpportunityWe are on the lookout for an enthusiastic Ruby on Rails Technical Lead who is ready to embrace an exciting challenge in a fast-paced environment. As part of our founding development team, you will play a crucial role in the evolution of our Enterprise Restaurant Operations SaaS solution. You will be responsible for crafting, refining, and optimizing our platform using Ruby on Rails, ensuring it remains robust, scalable, and efficient.Your role will involve tackling complex challenges with innovative solutions, from performance optimization to feature implementation. You will be engaged in on-site work, recognizing that true innovation often occurs beyond traditional working hours. If you are driven by a passion for innovation and eager to explore what’s possible, this is your chance.Your ResponsibilitiesStrategize: Define the vision and technical roadmap for our Enterprise Restaurant Operations SaaS solution, fostering innovation and scalability.Architect: Design and implement robust, scalable Ruby on Rails solutions that align with business objectives and user needs.Collaborate: Work closely with cross-functional teams, including product managers and designers, to identify and prioritize impactful features.Innovate: Research and integrate new technologies to boost performance, security, and efficiency.Problem-Solve: Confront intricate challenges with strategic, forward-thinking solutions, balancing technical trade-offs with business needs.Commit: Lead key initiatives to success, adapting to shifting priorities while ensuring timely delivery of critical projects.Key QualificationsExperience: Minimum of 8 years in software engineering, with at least 5 years specializing in Ruby on Rails (RoR). A proven history of developing and maintaining complex applications, alongside a solid grasp of web development principles.Technical Skills: Proficient in PostgreSQL and Redis for caching and data structure management.Containerization: Strong hands-on experience with Docker and Kubernetes for container orchestration and deployment.

Join Our Team at NimbleNimble is dedicated to transforming how businesses approach their toughest challenges through innovative technology solutions. We collaborate with ambitious organizations globally, striving to create lasting impacts. If you're eager to develop alongside a talented team, tackle complex problems, and utilize cutting-edge tools and methodologies, then Nimble is the perfect environment for you!Our Core ValuesExtreme Ownership: We treat our clients’ challenges as our own.Bias for Action: We believe in swift execution and decisive actions to achieve tangible results.Intensity: Our approach to challenges is fueled by high energy and focus.Pragmatism: We prioritize practical solutions that address complex issues effectively.Outcome Over Process: We focus on achieving meaningful outcomes that drive impact.Truth Seeking: We value intellectual honesty and rigorous critical thinking.Your ResponsibilitiesAs a Lead Technical Product Manager, you will face a variety of challenges daily that include:Overseeing team projects, ensuring they progress as planned, managing backlogs effectively, and developing coherent plans.Identifying new project opportunities, comprehending user pain points and expectations, and determining the best ways to innovate through user experience.Writing user stories, maintaining and refining backlogs, and orchestrating development sprints.Ensuring the quality of products and features delivered.Reviewing UX/UI designs to ensure they meet user needs.Collaborating with Engineering during the implementation phase.Engaging with external stakeholders, gathering feedback, and justifying product decisions.Evaluating your team’s output, both for internal and external projects.Assisting the sales team in evaluating potential projects, risks, and challenges.Mentoring team members and supporting their growth as Product Managers.Reporting insights and updates to the Chief Product Officer.Contributing to the strategic direction of the Product team.

About UsAt nimble, we are a pioneering stealth mode start-up, born from a software consultancy, dedicated to revolutionizing customer experiences with our innovative Enterprise Restaurant Operations Compound Software solution. Our team is passionate, ambitious, and consistently striving to redefine the limits of technology.The OpportunityAs the Head of Engineering, you will play a pivotal role in defining our technical vision and strategy for our Restaurant Operations Management SaaS platform. You will spearhead innovation, ensuring our platform is robust, scalable, and secure while leading and expanding our engineering team. Collaborating closely with the CEO and the leadership team, you will align technological initiatives with our business objectives.This role requires a hands-on leader with deep technical expertise, particularly in Ruby on Rails, and a track record of successfully scaling SaaS platforms and engineering teams.What You Will DoTechnology Vision & Strategy: Develop and implement a long-term technology strategy to drive the company's growth and product roadmap.Platform Leadership: Manage architecture, infrastructure, and DevOps to guarantee high availability, scalability, and security of our SaaS solution.Team Leadership: Recruit, mentor, and lead a high-performing engineering team, fostering a culture of collaboration, innovation, and accountability.Product Collaboration: Partner with Product, Design, and Go-to-Market teams to deliver features that enhance customer satisfaction and drive business success.Process & Best Practices: Adopt modern engineering practices (CI/CD, automated testing, observability, etc.) to optimize productivity and quality.Stakeholder Communication: Serve as a key technology advisor to the CEO and leadership team, effectively communicating risks, opportunities, and trade-offs.Innovation & Experimentation: Stay updated on industry trends, tools, and frameworks to ensure our technology stack remains competitive and future-proof.RequirementsTechnical Expertise:Proven experience in Ruby on Rails development and architecture.Extensive experience scaling SaaS platforms, managing high traffic, and maintaining uptime.Strong understanding of cloud infrastructure (AWS, GCP, or Azure), containerization (Docker, Kubernetes), and contemporary DevOps practices.

Accor Corporate is hiring a DevOps Technical Lead to join its team in Bangkok. This position plays a central role in shaping and advancing DevOps practices across the organization. The focus is on building efficient deployment pipelines, automating workflows, and supporting teams to deliver dependable products. Key responsibilities Guide the implementation and ongoing management of DevOps processes Collaborate with engineering, product, and other teams to streamline deployment and release cycles Automate workflows to minimize manual tasks and improve consistency Support teams in adopting tools and methods that enable continuous integration and delivery Location This role is based in Bangkok.

Join our dynamic clinical research company, psicro, as a proactive and resourceful Office Administrator. This full-time role is essential to our office operations, providing a chance to engage in office management, administration, communication, security, and facilities management. Our ideal candidate is organized, adaptable, and thrives with minimal supervision. Recent graduates are encouraged to apply!Our office is conveniently located at Park Silom, requiring candidates to be onsite five days a week.Key Responsibilities:1. Office ManagementFacilitate the ordering and inventory management of office supplies, addressing employee inquiries regarding stationery, pantry items, and office equipment.Receive, sort, and maintain inventory records of office supplies.Provide basic maintenance and minor troubleshooting for office equipment.Support various aspects of office and facility management, including pantry oversight and maintenance.Assist in organizing office meetings and events, managing the conference room schedule.Conduct regular office inspections to ensure cleanliness and functionality.Address maintenance or facility-related issues promptly by coordinating with service providers.Perform additional administrative tasks such as filing, photocopying, and managing courier shipments.2. CommunicationHandle incoming calls, visitors, and correspondence, ensuring accurate information is relayed.Act as a liaison with vendors and support services.3. AdministrationAssist with processing expenses, invoicing, and generating reports as directed.Maintain various administrative reports as required by the Country Manager.Provide secretarial support to the Country Manager and manage incoming invoices.Assist in onboarding new hires, ensuring workstation setup and IT coordination.Serve as a contact point for new employees to address queries during their initial period.4. Office SecurityMaintain office security by following safety protocols and managing access through reception.Monitor access card assignments.

About AgodaAt Agoda, we unite the globe through travel. Established in 2005 by two lifelong friends with a shared passion, Agoda was created to simplify the process of exploring the world for everyone.Today, we are a proud member of Booking Holdings [NASDAQ: BKNG], with a vibrant team of over 7,000 professionals from 90 diverse countries, collaborating in offices worldwide. Each day, we connect individuals with unique destinations and experiences through our extensive offerings of hotels, flights, and holiday properties.At Agoda, no two days are alike. Our culture is driven by data and technology, sparking our curiosity and innovation. If you’re eager to embark on an exciting journey and help shape the future of travel, we invite you to join our team.In this Role, You Will:· Spearhead the technical vision, architecture, and implementation of new SRE platforms or reliability initiatives.· Define and advocate for SRE best practices across Agoda’s services, including SLI/SLO-driven engineering, error budgets, and other data-driven reliability metrics.· Design, develop, and manage reliability platforms such as load shedding, business signals monitoring, and safe-deployment automation to minimize blast radius while maintaining developer velocity.· Take ownership of safe deployment strategies, including canary releases, automated rollbacks, and business-impact protection integrated with deployment & monitoring.· Proactively identify and address reliability and scalability risks across Agoda’s services.· Enhance system resilience and multi-cluster readiness by collaborating with the platform and operations teams.· Lead major incident responses and ensure operational excellence, focusing on rapid detection, mitigation, root cause analysis, postmortems, and business impact learnings.· Maintain and enhance incident, observability, alerting, and on-call tools to improve signal quality, alert enrichment, grouping, and reduce time-to-clue and time-to-mitigation for NOC and on-call engineers.· Advance platform observability and reliability signals utilizing Prometheus and Grafana, balancing actionability, scale, and cost efficiency.· Outline reliability roadmaps and OKRs, converting ambiguous business reliability goals into clear technical requirements.

We are seeking a dynamic and experienced Tech Lead to join our innovative team at joinmakropro in Bangkok. As a Tech Lead, you will play a pivotal role in driving the technological direction of our projects, leading a team of skilled developers and collaborating closely with cross-functional teams to ensure the successful delivery of software solutions.Your leadership will inspire the team to adopt best practices in software development and foster a culture of continuous improvement. If you are passionate about technology and looking to make a significant impact, we would love to hear from you!

Overview:Join our dynamic team at Join Makro as a Data Scientist, where your analytical skills will drive impactful decisions in the retail sector. We are looking for a passionate individual with a minimum of 2 years of experience in data science, specializing in data analysis, predictive modeling, and machine learning. Familiarity with MLOps, feature engineering, and data engineering workflows is highly advantageous.Key ResponsibilitiesData Analysis: Gather, preprocess, and scrutinize extensive datasets to unveil trends and actionable insights that tackle retail challenges.Model Development: Construct, train, and implement machine learning models for applications such as demand forecasting, customer behavior analysis, and inventory optimization.Collaboration: Collaborate with interdisciplinary teams, including data engineers and business stakeholders, to turn requirements into data-driven solutions.Visualization and Communication: Effectively present insights and findings using visualizations and dashboards to enhance decision-making processes.Innovation: Keep abreast of the latest tools and techniques in data science and retail analytics.Optional Responsibilities (for experienced candidates):Feature Engineering: Optimize and engineer features to enhance machine learning model performance, and automate feature extraction pipelines for scalable operations.MLOps: Engage in the deployment, monitoring, and retraining of machine learning models within production environments.Data Engineering: Assist in the design and maintenance of data pipelines while ensuring data integrity.QualificationsEducation: Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or a related discipline.Experience: Minimum of 2 years in data science or a comparable field.Technical Skills:Expertise in Python for data analysis and machine learning.Strong SQL capabilities for managing and querying large datasets.Familiarity with machine learning frameworks (e.g., scikit-learn, TensorFlow, PyTorch).Experience with data visualization tools (e.g., Tableau, Power BI, matplotlib).Soft Skills: Exceptional problem-solving, communication, and teamwork skills.Preferred QualificationsExperience with MLOps tools (e.g., MLflow, Kubeflow, AWS SageMaker).Knowledge of data engineering tools (e.g., Apache Spark, Kafka, Airflow).Experience in developing real-time analytics or personalization systems.