เงื่อนไขการค้นหา

ทักษะ:

Data Analysis, Statistics, Python

ประเภทงาน:

งานประจำ

• Data Analysis: Collect, preprocess, and analyze large datasets to identify trends and actionable insights for retail business challenges..
• Model Development: Design, train, and deploy machine learning models for tasks such as demand forecasting, customer behavior analysis, and inventory optimization..
• Collaboration: Partner with cross-functional teams, including data engineers and business stakeholders, to translate requirements into data-driven solutions..
• Visualization and Communication: Present insights and findings through visualizations and dashboards to inform decision-making..
• Innovation: Stay updated on the latest tools and techniques in data science and retail analytics..
• Engineer and optimize features to improve machine learning model performance.
• Automate feature extraction pipelines for scalable workflows.
• Contribute to the deployment, monitoring, and retraining of machine learning models in production environments.
• Assist in designing and maintaining data pipelines and ensuring data quality..
• Education: Bachelor s or Master s degree in Data Science, Computer Science, Statistics, Mathematics, or a related field..
• Experience: At least 2 years of experience in data science or a related field..
• Proficiency in Python for data analysis and machine learning.
• Strong SQL skills for managing and querying large datasets.
• Experience with machine learning frameworks (e.g., scikit-learn, TensorFlow, PyTorch).
• Knowledge of data visualization tools (e.g., Tableau, Power BI, matplotlib).
• Soft Skills: Strong problem-solving, communication, and teamwork abilities..
• Exposure to MLOps tools (e.g., MLflow, Kubeflow, AWS SageMaker).
• Familiarity with data engineering tools (e.g., Apache Spark, Kafka, Airflow).
• Experience in building real-time analytics or personalization systems.

ประเภทงาน:

งานประจำ

• Financial Reporting and Analysis.
• Oversee the preparation and submission of monthly and annual financial reports for all venues, ensuring accuracy and alignment with overall business goals.
• Collaborate closely with TMG Accounting for P&L and budget reporting, ensuring alignment with internal financial goals and company-wide standards.
• Analyze financial data, including trends, variances, and performance metrics, to provide actionable insights to the GGM and other senior leaders.
• Present comprehensive financial reporting to senior management summarizing key financial metrics and performance, and offering recommendations for improvement.
• Budget Management and Forecasting.
• Develop and maintain the annual budgets for all F&B venues, ensuring that each venue s financial objectives align with overall corporate goals.
• Track and monitor budget performance, providing monthly forecasts and adjusting financial projections as necessary.
• Collaborate with TMG Account to ensure all budget data is consistent and in line with P&L reporting.
• Cost control and Profitability Analysis.
• Implement and manage cost control systems to ensure financial efficiency across all venues, focusing on food and beverage costs, labor cost, and overhead expenses.
• Perform cost-benefit analyses on menu items, ingredients sourcing, and supplier contracts to ensure maximum profitability.
• Work with TMG Accounting to integrate financial data into actionable strategies for enhancing operational margins and cost efficiency.
• Inventory and Cash Management.
• Oversee inventory management, ensuring that inventory systems are accurate and reflect the actual usage of goods.
• Coordinate with TMG Accounting on inventory and procurement reporting, identifying areas to minimize waste and optimize stock levels.
• Manage cash handling and banking activities, ensuring compliance with company policies and safeguarding financial assets.
• Regulatory Compliance and Audit Management.
• Ensure compliance with all relevant financial regulations, including local tax laws, reporting requirements, and industry standards.
• Work with TMG Accounting during the audit process to ensure financial data is prepared in line with external audit requirements.
• Implement and oversee internal controls to protect against fraud and mismanagement and ensure financial integrity.
• Cross-Functional Collaboration.
• Work closely with Operations Directors, Culinary Directors, and other senior leaders to ensure financial alignment with operational strategies.
• Coordinate with TMG Accounting on monthly P&L reporting, ensuring timely and accurate financial data is provided to the team.
• Support business development, new ventures, and venue expansion projects with financial analysis and profitability assessments.
• Team Leadership and Development.
• Lead a small team of F&B accountants, providing guidance, training and mentorship to ensure adherence to company policies and accurate financial reporting.
• Promote a culture of continuous improvement and high standards in financial reporting, ensuring the team is equipped to handle complex financial challenges.
• Ensure the team is aligned with TMG Accounting s systems and policies, facilitating effective communication and alignment across all financial functions.
• Technology and system Implementation.
• Oversee the implementation and integration of financial systems that align with TMG Accounting s tools and systems.
• Ensure all F&B venues utilize efficient financial systems for managing P&L and budgeting, optimizing overall reporting efficiency.
• Collaborate with TMG Accounting to improve current financial systems and identify potential upgrades or enhancements.
• Sustainability and Cost Efficiency.
• Collaborate with the senior leadership team to integrate sustainability efforts into financial decisions.
• Monitor the impact of sustainability initiatives on cost and profitability and work with TMG Accounting to report on progress and outcomes.
• Minimum of 7 years of experience in Financial management, with at least 3 years in a senior accounting or finance role withing the F&B or hospitality industry.
• Proven expertise in budget management, cost control, and P&L reporting in multi-venue operations.
• Strong understanding of accounting principles, financial regulations, and compliance standards.
• Experience with F&B-specific financial management tools and accounting software (e.g., Sage, Quickbooks, etc.).
• Degrees in Accounting, Finance, or related field; professional certification (e.g., CPA, ACCA) are preferred.
• Fluency in English, Thai language skills are highly desirable.

ทักษะ:

node.js, Java, Spring Boot

ประเภทงาน:

งานประจำ

• Develop and maintain robust backend services using Node.js, Nest.js, Java, Spring Boot, Camel, and cloud platforms like AWS and GCP.
• Design and build scalable, event-driven, and failure-tolerant systems. Advocate for and implement best practices in DevSecOps, test-driven development (TDD), and continuous delivery pipelines.
• Collaborate on diverse projects in domains such as Payment, Cart, Fulfillment, Search, and Recommendation.
• Vector Search: Working with vector similarity search to enhance relevance.
• ML Models (XGBoost, CNNs): Applying machine learning models for search relevance and personalization.
• LLMs & PEFT: Fine-tuning large language models using Parameter-Efficient Fine-Tuning (PEFT).
• (These skills are not mandatory but would be considered a strong plus.).
• 7+ years of experience in backend development, focusing on Node.js, Nest.js, Java, Spring Boot, Camel, and cloud platforms like AWS and GCP.
• Strong knowledge of PostgreSQL, Redis, distributed locking mechanisms, functional programming, design patterns, and advanced isolation levels.
• Hands-on experience with REST and GraphQL API development.
• Familiarity with Kafka, SQS, Kubernetes, and containerized application deployment.
• Practical experience with OLAP databases like BigQueryand Redshift, analytics tools such as Mixpanel and Amplitude, and AI platforms like SageMaker, MLflow, and Vertex AI.
• Knowledge of NLP, data structures like graphs, BK Trees, B+ Trees, and the Pub/Sub paradigm.
• Excellent communication, collaboration, and problem-solving skills with a growth-oriented mindset.
• CP AXTRA | Lotus's
• CP AXTRA Public Company Limited.
• Nawamin Office: Buengkum, Bangkok 10230, Thailand.
• By applying for this position, you consent to the collection, use and disclosure of your personal data to us, our recruitment firms and all relevant third parties for the purpose of processing your application for this job position (or any other suitable positions within Lotus's and its subsidiaries, if any). You understand and acknowledge that your personal data will be processed in accordance with the law and our policy.