Hire the Best Master Production Schedulers

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Muhammad H.

Islamabad, Pakistan

$20/hr
5.0
3 jobs

AI projects rarely fail because of the model. They fail because the system around the model is weak — poor retrieval, fragile integrations, unstructured data, and no clear path to production. I help businesses build production-ready AI products from end to end. I’m Muhammad Hassan, an AI Engineer specializing in RAG systems, LLM applications, AI agents, document intelligence, backend development, and workflow automation. I build complete solutions that move beyond prototypes: systems that retrieve the right information, generate reliable outputs, connect with existing tools, and fit into real business operations. What I can help you build RAG chatbots and knowledge assistants I design end-to-end retrieval systems with document ingestion, chunking, embeddings, hybrid search, reranking, memory, and source-grounded responses. LLM-powered applications I build AI features and full applications for support, research, reporting, internal operations, and domain-specific workflows. Document intelligence pipelines I turn PDFs, scanned files, tables, reports, and other unstructured documents into structured, searchable, usable data. AI agents and workflow automation I create agentic workflows and automations using APIs, webhooks, and tools like n8n to reduce manual work and improve operational efficiency. Backend and product development I build the infrastructure behind AI products: Python services, FastAPI backends, vector database integrations, SQL pipelines, and deployment-ready APIs. Tech stack Python, FastAPI, LangChain, OpenAI, Claude, Llama, Mistral, Pinecone, Weaviate, ChromaDB, Supabase, SQL, ClickHouse, OCR, document parsing, API integrations, and n8n. How I work I approach every project like a product, not a one-off task. That means: clear architecture reliable retrieval and outputs maintainable code scalable design practical business value If you need a developer who can build the AI layer, backend layer, and automation layer into one complete solution, I’d be glad to help.

  • Python
  • Machine Learning
  • Python Script
  • Data Visualization
  • Data Analytics
  • LLM Prompt Engineering
  • Generative AI
  • Explainable AI
  • Deep Learning
  • n8n
  • AI Agent Development
  • Make.com
  • LangChain
  • SQL Programming
  • Data Engineering
Kenny D.

Indianapolis, Indiana

$50/hr
5.0
11 jobs

Looking for a producer who truly understands the power, complexity, and precision of modern heavy music? ​As a producer and extended-range guitarist specializing in Argent Metal, I don't just record music—I engineer sonic experiences. My unique background combines a deep passion for heavy genres with a Master of Science in Music Technology from the Herron School of Art and Design, allowing me to merge creative intuition with technical precision. ​Whether you need a crushing mix for your new EP, a loud and dynamic master that stands up on all streaming platforms, or full-cycle production from pre-pro to final delivery, I have the skills and experience to elevate your sound. ​My process is both artistic and analytical. We'll start with your vision, and then I'll apply rigorous engineering principles to make it a reality. I focus on clean, powerful, and professional results without sacrificing the soul of the performance. ​Ready to make your project sound immense? Click the 'Invite' button and let's discuss your music.

  • Music Production
  • Audio Engineering
  • Stem Mixing & Mastering
  • Ableton Live
  • Songwriting
  • Music Composition
  • Music & Sound Design
  • Max
  • MIDI
  • ClickUp
  • Project Management
  • Project Management Software
  • ChatGPT
  • n8n
Muhammad A.

Riyadh, Saudi Arabia

$15/hr
5.0
1 jobs

🌟 Construction Oil and Gas Senior Document Controller & Coordinator Aconex Expert | Excel & Data Entry Specialist | Virtual Assistant | PDF & Google Sheets Professional | Admin & Project Support I am a highly motivated, detail‑oriented, and reliable Senior Document Controller & Coordinator with over 5 years of experience managing high‑volume documentation for construction, landscaping, golf course, and Wadi Safar greening projects I specialize in structured document workflows, precise data handling, and smooth communication between engineers, consultants, contractors, and clients With strong expertise in Aconex, Excel, Google Sheets, PDF management, data entry, and admin support, I ensure that all documents are accurate, traceable, organized, and delivered on time I also provide Virtual Assistant support, offering flexibility and professional assistance across multiple project needs 🔹 Core Responsibilities ✨ Managing complete document workflows in Aconex for submissions, reviews, and approvals ✨ Handling RFIs, WIRs, MIRs, drawings, technical documents, and QA/QC records ✨ Ensuring version control, formatting accuracy, and client compliance ✨ Structuring, indexing, archiving, and organizing digital documentation for quick retrieval ✨ Coordinating document flow between engineers, consultants, and contractors ✨ Scanning, uploading, distributing, and securing project documents ✨ Maintaining full document traceability for audits and inspections ✨ Monitoring approvals, workflows, deadlines, and revision cycles ✨ Providing basic IT support including setup and troubleshooting 🔹 Technical Skills 💼 Aconex – full document lifecycle handling 💼 Excel & Google Sheets – reporting, data entry, formulas, data cleanup 💼 PDF & Adobe Acrobat Pro – editing, merging, optimizing, redaction, formatting 💼 MS Office – Word, PowerPoint, Outlook 💼 Google Workspace – Docs, Drive, Forms 💼 Digital archiving, indexing, metadata control 💼 PDF preparation, markup, quality check, and submission formatting 💼 IT support for software and hardware issues 🔹 Professional Strengths ✔ Strong organizational and documentation skills ✔ High attention to detail and accuracy ✔ Ability to work under pressure with tight deadlines ✔ Fast learner with flexible and efficient workflow ✔ Clear communication and strong coordination abilities ✔ Professional, trustworthy, and committed to confidentiality

  • Virtual Assistance
  • Data Entry
  • General Transcription
  • Microsoft Project
  • Project Management
  • Document Control
  • Document Management System
  • Document Conversion
  • Data Cleaning
  • Oracle
  • Document Formatting
  • Technical Documentation Management
  • Power Query
  • Project Management Support
  • IT Project Management
  • Procore
  • Data Management
  • School Management & Record Tracking SMART
  • Tracking Number
  • Spreadsheet Skills
Pratik S.

Surat, India

$30/hr
5.0
3 jobs

I help startups, agencies, and growing businesses build AI automation systems, Python backend APIs, AI voice agents, SaaS MVPs, and production-ready AI workflows using Python, FastAPI, Flask, Django, OpenAI, Claude, LangChain, LangGraph, Twilio, PostgreSQL, Docker, and AWS. I have 6+ years of experience building backend systems, AI-powered SaaS platforms, LLM-integrated workflows, voice automation systems, data pipelines, API integrations, and cloud-deployed applications. I also work actively with AI-assisted development tools like Claude CLI, Cursor, Claude Code, ChatGPT, OpenAI, and other AI coding tools to develop faster while still keeping the code clean, tested, documented, and production-ready. What I can help you build: • AI automation workflows using OpenAI, Claude, LangChain, LangGraph, CrewAI, and custom tools • AI voice agents for inbound calls, outbound calls, lead qualification, appointment booking, and call center automation • Python backend APIs using FastAPI, Flask, Django, Django REST Framework, and REST architecture • SaaS MVPs with authentication, dashboards, admin panels, subscriptions, payments, and third-party integrations • Twilio voice/SMS systems with call tracking, transcription, webhooks, retries, and real-time workflows • CRM, email, calendar, payment, and business tool integrations • Web scraping and data pipelines using Selenium, BeautifulSoup, Scrapy, FastAPI, and MongoDB • Background task systems using Celery, Redis, schedulers, and queue-based processing • Cloud deployment using AWS ECS, AWS Fargate, AWS Lambda, S3, RDS, Docker, Kubernetes, CI/CD, and GitHub Actions Relevant experience: • Built AI voice calling systems for call centers using Python, FastAPI, Twilio, OpenAI, speech recognition, and real-time conversation workflows. • Developed production-ready APIs with FastAPI and test-driven development, including modular services inspired by platforms like Gmail and Jira, achieving 95%+ test coverage. • Built LLM-powered intent recognition pipelines using OpenAI, LangChain, and agentic workflows for automated responses, lead qualification, and voice-based customer interactions. • Designed AI-powered content creation tools, including text-to-image generation, SEO content generation, meme generators, text-to-speech, podcast tools, Telegram bots, presentation generators, and website builders. • Architected voice and messaging platforms with Twilio, 12+ SMS gateway integrations, OTP verification, webhook ingestion, contact segmentation, call logging, transcription, and AI-powered sentiment tagging. • Delivered backend systems using PostgreSQL, MongoDB, Redis, Elasticsearch, Docker, AWS ECS/Fargate, Jenkins, CI/CD, and Kubernetes. How I work: • I clarify the workflow and requirements before development • I break the project into clear milestones • I write clean, maintainable, documented code • I use AI tools like Claude CLI and Cursor responsibly to speed up development • I review AI-generated code carefully before shipping • I communicate regularly and give progress updates • I test APIs, edge cases, integrations, and deployment flow before delivery Tech stack: Python, FastAPI, Flask, Django, Django REST Framework, OpenAI, Claude, Claude CLI, Cursor, LangChain, LangGraph, CrewAI, Twilio, ElevenLabs, PostgreSQL, MongoDB, MySQL, Redis, Elasticsearch, Celery, Docker, Kubernetes, AWS ECS, AWS Fargate, AWS Lambda, S3, RDS, GCP, Jenkins, GitHub Actions, CI/CD, React, Next.js, Node.js, JavaScript, TypeScript, REST APIs, Webhooks, OAuth2, Selenium, BeautifulSoup, Scrapy. If you need a reliable developer for AI automation, Python backend development, AI voice agents, SaaS MVPs, or API integrations, send me a message and I’ll help you turn the idea into a clear technical plan and working product.

  • MySQL
  • Python
  • Selenium WebDriver
  • Python Script
  • Web Scraping Framework
  • RESTful API
  • Data Scraping
  • Django
  • React
  • CRM Software
  • Automated Workflow
  • FastAPI
  • OpenAI API
  • AI-Generated Art
  • AI Bot
John Raphael M.

Pasay, Philippines

$15/hr
5.0
1 jobs

🎯 I eliminate backend chaos, handle complex inventory logistics, and keep team operations running with zero errors. Whether managing high-volume US live-event ticketing or scaling e-commerce operations, I take care of the heavy lifting so you can focus on revenue. ⚡ 𝐖𝐡𝐚𝐭 𝐈 𝐡𝐚𝐧𝐝𝐥𝐞 𝐟𝐨𝐫 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬: 🎫 𝐔𝐒 𝐄𝐯𝐞𝐧𝐭 & 𝐓𝐢𝐜𝐤𝐞𝐭 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬: End-to-end execution—ticket pulling, real-time pricing research, inventory documentation, transfer fulfillment, and order reconciliation. 📦 𝐄-𝐂𝐨𝐦𝐦𝐞𝐫𝐜𝐞 & 𝐀𝐦𝐚𝐳𝐨𝐧 𝐅𝐁𝐀: Seller Central management, listing support, inventory tracking, and supplier documentation. 📊 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬, 𝐇𝐑 & 𝐏𝐚𝐲𝐫𝐨𝐥𝐥: Team workflow management, KPI metric tracking, candidate hiring, and automated payroll processing via Deel. 🏘️ 𝐏𝐫𝐨𝐩𝐞𝐫𝐭𝐲 & 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐋𝐨𝐠𝐢𝐬𝐭𝐢𝐜𝐬: End-to-end Airbnb Superhost portfolio management, guest experience, cleaner scheduling, and course/module structure design. 🛠️ 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐓𝐞𝐜𝐡 𝐓𝐨𝐨𝐥𝐤𝐢𝐭: Ticketing & Inventory Platforms | Amazon Seller Central | Advanced Excel / Spreadsheets | Deel | Automatiq | Google Workspace | Outlook | MS Office | Airbnb Dashboard 🎯 𝐁𝐨𝐭𝐭𝐨𝐦 𝐋𝐢𝐧𝐞: Zero fulfillment errors, accurate reconciliations, and smooth daily team ops. 📩 Need a rock-solid operations lead who gets things done? Drop a message and let's talk.

  • Ticketmaster Entertainment, Inc.
  • Ticketing System
  • Data Entry
  • Purchase Orders
  • Purchasing Management
  • In-App Purchases
  • Keyboard Shortcut
  • Microsoft Office
  • Google Sheets
Usman S.

Jeddah, Saudi Arabia

$50/hr
5.0
7 jobs

I'm a Technical Lead with 9+ years of experience, served 500+ clients, leading and developing everything from scratch, architecture to MVP to production ready systems. I build full-stack web and mobile applications, custom apps for ERPNext/Frappe systems, and custom AI agents, using AI-assisted workflows to deliver faster without cutting corners. ZATCA compliance, custom modules, SaaS platforms, and intelligent automation for businesses. What I Do: → ERPNext / Frappe & Business Systems: I specialize in ERPNext and Frappe, from custom module development and multi-tenant deployments to ZATCA Phase 2 e-invoicing compliance. I've implemented and upgraded ERP systems for 90+ SMEs, diagnosed and resolved critical ZATCA compliance errors for 150+ SMEs, and contributed code to the open-source Frappe, ERPNext, and zatca_erpgulf repositories. I also have hands-on experience with Odoo ERP across Retail and F&B verticals. → Full-Stack Web & SaaS Development: I build production-grade applications using Python, JavaScript, TypeScript, React, Vue.js, Node.js, and .NET. I've delivered 25+ web platforms end-to-end, including a Brands & Influencer Marketing Platform (UK), a Real Estate Investment System (Nigeria/UK), a SaaS-based ERP (UK), custom ERPs for Real Estate flipping, Advertisement/Printing, and Ecommerce for Automatic Doors industries. I've also built specialized platforms, a Dermatology/Cosmetology booking platform, and a food ordering app. → Technical Leadership & Project Management: I've served as Technical Lead / Solutions & Engineering Manager, managing distributed teams across countries and delivering 25+ projects using Agile/Scrum. I've been a Scrum Master (California, remote), facilitating ceremonies for multiple engineering teams. And I was promoted to Project Owner & Head of Development (UK), overseeing a 10+ member team, defining product roadmaps, and managing full project lifecycles. I hold Google Certified Agile Project Manager, Google Certified Project Manager, and Scrum Master certifications. → AI-Assisted Delivery: I leverage AI (OpenAI, Claude, Gemini, LangChain, RAG, AI Agents) to accelerate full development lifecycle. This approach has reduced initial MVP development time by 75% on recent projects, which means faster delivery and lower cost for you, without sacrificing quality. → AI Agents & Automation: I develop custom AI agents and automated workflows for businesses, n8n pipelines, RAG-powered chatbots, MCP-based tools, and dynamic agent systems. Use cases I've built: customer support agents that resolve tickets autonomously, intelligent booking and appointment schedulers, lead qualification bots that engage website visitors, and automated workflows that connect your CRM, ERP, and communication tools. → DevOps & Infrastructure: I managed Linux/Ubuntu servers, cloud infrastructure (Digital Ocean, Hetzner), containerization (Docker), CI/CD pipelines, self-hosting platforms (Caprover, Coolify, Webmin), web servers (Nginx), and version control (Git). Why Work With Me: ● 9+ years building and shipping production software ● 500+ clients served throughout my career ● Open-source contributor to Frappe, ERPNext, and zatca_erpgulf ● AI-accelerated, faster delivery, fewer bugs, lower cost ● Communication, I keep you updated, hit deadlines, and treat your project like my own Engagement Models: ● Technical Partner ● Project-based, Task-based or Contractual ● Full-time or Part-time If you're a founder looking for someone who can build, lead, think strategically, and execute under pressure, I'd be glad to explore how we can work together. Let's talk and build something meaningful, there are no charges for discovery and consultancy calls.

  • Agile Project Management
  • Technical Project Management
  • Project Management
  • Scripting
  • ERPNext
  • Python
  • JavaScript
  • React
  • Vue.js
  • Next.js
  • Node.js
  • REST API
  • PostgreSQL
  • MySQL
  • Docker
  • Web Development
  • AI Chatbot
  • AI Implementation
  • AI Agent Development
  • Mobile App Development

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What does a Master Production Scheduler do?

A master production scheduler translates demand forecasts and customer orders into a time-phased plan for finished goods. This role balances available inventory against net requirements to set precise production quantities and timing. The scheduler coordinates these plans with material requirements planning systems to align supply with actual market needs.

  • Determine gross demand by analyzing forecast data, confirmed customer orders, and interplant transfer requests. Subtract current inventory levels, open purchase orders, and existing work orders to compute exact net requirements for each item. Calculate the specific timing needed to meet these demands within the defined planning horizon.
  • Run master production schedule generation cycles within enterprise resource planning software to create initial plans. Review system messages and exception reports to identify capacity conflicts or material shortages. Adjust planned order dates and quantities to resolve these exceptions while maintaining alignment with overall production goals.
  • Coordinate the finalized master production schedule with downstream planning inputs used by material requirements planning systems. Validate bill of materials accuracy and inventory records to ensure correct component explosion. Generate planned orders and time-phased availability outputs such as Available to Promise indicators for sales teams.

How to hire a Master Production Scheduler on Upwork

Step 1: Post a job

Define your production planning needs clearly to attract qualified candidates. Use the Job Post Generator powered by Uma™, Upwork's Mindful AI to draft a precise description in seconds. Describe your requirements in a few sentences, and Uma creates a tailored post for this role. You can write a new post, update a saved draft, or reuse an existing one.

  • Specify the ERP or material planning systems the freelancer must use to generate master production schedules and manage net requirements.
  • List required experience with bill of materials structures, inventory records, and calculating available to promise indicators for finished goods.
  • Clarify whether the role involves full MPS generation or net-change updates based on fluctuating customer orders and forecast inputs.

Step 2: Evaluate candidates

Look for portfolios that demonstrate accurate time-phased scheduling and exception handling. Uma can run instant video interviews and build shortlists with side-by-side comparisons to help you assess technical fit quickly.

  • Review examples of master production schedule statements that balance gross demand against available supply like purchase orders and work orders.
  • Check for evidence of coordinating MPS outputs with downstream material requirements planning to prevent stockouts or excess inventory.
  • Verify experience in freezing valid schedules and responding to system action messages during planning horizon refreshes.

Step 3: Interview your top choices

Discuss specific scenarios involving demand volatility and constraint management. Schedule and conduct interviews within Upwork Messages, which generates an immediate transcript and summary after each session.

  • Ask how they compute net requirements when subtracting current inventory and open purchase orders from forecasted gross demand.
  • Question their approach to validating planned orders before releasing them to manufacturing or procurement teams.
  • Explore their method for maintaining schedule stability while accommodating urgent customer order changes within the planning horizon.

Step 4: Agree on scope and begin work

Set clear milestones for schedule generation and validation cycles. Use Upwork Messages and the contract workroom for communication and project management, plus identity verification, payment protection, hourly tracking, and project funds for security.

  • Define deliverables such as weekly MPS reports, updated net requirement calculations, and resolved exception messages from the planning system.
  • Establish a review process for time-phased availability outputs to ensure alignment with sales forecasts and production capacity.
  • Agree on frequency for running MPS generations and updating bill of materials data to reflect current engineering changes.

Upwork is not affiliated with and does not sponsor or endorse any of the tools or services discussed in this article. These tools and services are provided only as potential options, and each reader and company should take the time needed to adequately analyze and determine the tools or services that would best fit their specific needs and situation.

The rates and information provided in this article are based on current data and industry sources available at the time of publication. Freelance rates can vary depending on factors such as experience, location, project scope, and market conditions. Readers are encouraged to conduct their own research to confirm current rates and trends, as this information may change over time.

How much does hiring a Master Production Scheduler cost?

$500-$1,500 per project is a typical range for focused Master Production Scheduler work. Final pricing depends on scope, technical complexity, required integrations, source-material quality, revision needs, and the freelancer's experience level.

Demand and supply analysis

$500-$1,000/project

Entry-level to mid-level
  • Compiled forecast and customer order inputs
  • Computed production needs after subtracting inventory
  • List of available purchase and work orders

MPS generation and validation

$1,000-$2,500/project

Mid-level
  • Time-phased plan for finished-goods output
  • Action messages from system review and resolution
  • Validated timeline for upcoming production cycles

MRP coordination and BOM alignment

$2,500-$4,500/project

Mid-level to senior-level
  • Verified component lists for accurate planning
  • Derived material requirements from MPS data
  • Corrected stock levels for downstream processing

ATP and availability modeling

$4,500-$7,000/project

Senior-level
  • Time-phased capacity outputs for sales teams
  • Analysis of production limits against demand
  • Confirmed dates based on current schedule feasibility

End-to-end planning system integration

$7,000-$12,000/project

Expert-level
  • Automated data flow between scheduling modules
  • Rules for handling supply chain disruptions
  • Validation of end-to-end planning accuracy

Frequently asked questions

Is hiring a Master Production Scheduler worth it?

For most businesses, yes: hiring a Master Production Scheduler is worthwhile. This specialist translates demand forecasts and customer orders into a time-phased production plan that aligns inventory with output. They compute net requirements by subtracting available supply from gross demand to prevent stockouts or overproduction. This coordination keeps downstream material planning accurate and responsive to changes.

How do I evaluate Master Production Scheduler candidates?

Look for candidates who demonstrate how they calculate net requirements by balancing gross demand against current inventory and open purchase orders. Ask them to explain how they freeze the master production schedule to stabilize downstream material requirements planning. A strong candidate describes specific actions they take when system exceptions signal a mismatch between capacity and demand.

What tools does a Master Production Scheduler use?

A Master Production Scheduler uses ERP systems to generate the master production schedule and drive material requirements planning. They rely on bill of materials data and inventory records to compute accurate net requirements and planned orders.

What deliverables does a Master Production Scheduler produce?

This role produces a master production schedule that states expected finished-goods output over a defined planning horizon. They also generate time-phased availability outputs such as Available to Promise indicators and action messages from planning runs.