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UDA Developer Requirements for Automation Role
P2 — Manager, Intelligent Automation
Python, VBA, Power Platform & Gen AI
The requirement is for a Python automation engineer and Intelligent Automation Manager with 5+ years of experience who owns the complete development lifecycle of attended business process automations end-to-end, and is beginning to take on technical leadership within the team. This Python-first specialist combines strong Selenium and web automation skills with solid VBA/Excel competencies, working knowledge of Power Automate and Power Apps, advanced data processing capabilities (Excel, PDF, OCR), and hands-on prompt engineering skills that turn Gen AI into a dependable, production-grade automation component.
Beyond individual delivery, this is someone who is stepping into leadership — supporting the senior technical lead by mentoring junior developers, contributing to team standards and reusable components, and taking ownership of a small workstream or subset of the team's initiatives. They bring solutions rather than problems, escalating the right issues to the senior technical lead while resolving the rest independently. This is a hands-on manager who pairs solid engineering skills with growing judgment, communication, and mentorship, ready to run point on well-defined initiatives with moderate autonomy.
Core Technical Requirements
Python Development
- Strong proficiency in Python 3.x with 5+ years hands-on experience
- Solid understanding of OOP principles, error handling, and modular code design
- Experience packaging Python applications into executables (PyInstaller, cx_Freeze, auto-py-to-exe)
- Working knowledge of virtual environments and dependency management (pip, requirements.txt)
Selenium & Web Automation
- Strong Selenium WebDriver experience, including familiarity with reusable automation frameworks (e.g. Page Object Model)
- Experience handling dynamic content, iframes, pop-ups, alerts, and AJAX calls
- Good command of explicit/implicit waits and locator strategies (XPath, CSS selectors)
- Working knowledge of headless browser operations
- Familiarity with Beautiful Soup, Scrapy, and Requests
Power Platform — Power Automate & Power Apps
- Working proficiency in Power Automate for building cloud and desktop flows that integrate with Microsoft 365, SharePoint, Dataverse, and common connectors
- Experience building basic-to-intermediate canvas or model-driven apps in Power Apps to complement automation workflows with lightweight front-ends
- Understanding of when to route a use case to Power Platform vs. Python/RPA, and how to combine the two effectively
- Working familiarity with Power Platform governance basics (DLP policies, environment strategy) sufficient to operate within IT-defined guardrails
Data Processing & File Handling
- Excel manipulation (openpyxl, pandas, xlwings, xlrd/xlsxwriter)
- PDF processing (PyPDF2, pdfplumber, tabula-py, camelot)
- OCR implementation (Tesseract, pytesseract, EasyOCR, cloud OCR APIs)
- Data transformation and cleansing with pandas and numpy
VBA & Excel Macros
- Working knowledge of VBA for Excel automation; able to read, modify, and maintain existing macros
- Familiarity with the Excel object model: Workbooks, Worksheets, Ranges, PivotTables
- Experience integrating Python and VBA via xlwings or win32com (pywin32)
- Sound judgment on VBA-vs-Python trade-offs
- Understanding of macro security, digital signatures, and programmatic macro enablement
- Experience with Excel events, user forms, and custom functions (UDFs)
Gen AI Integration & Prompt Engineering
- Strong, hands-on prompt engineering skills for data extraction, classification, content generation, entity recognition, and decision logic
- Experience with prompt optimization techniques: few-shot learning, chain-of-thought prompting, role-based prompting, context management
- Solid understanding of prompt limitations, hallucination handling, and output-validation strategies
- Ability to design prompts that produce consistent, structured outputs (JSON, CSV) at scale
- Working knowledge of temperature, token limits, and parameter tuning
- Experience building and maintaining reusable prompt templates
- Hands-on experience with RESTful APIs (authentication, request/response handling, error management, rate limiting)
Professional Competencies
Ownership & Delivery
- Owns the SDLC for their own automations end-to-end, and takes increasing ownership of a small workstream or subset of the team's initiatives
- Proactively identifies improvements within their area of ownership and follows through to completion
- Default response to a blocker is to attempt a solution first, escalating with options rather than just raising problems
- Comfortable taking ambiguous requirements and shaping them into a clear technical approach, checking in with the senior technical lead on higher-risk decisions
- Good documentation habits for code, decisions, and user guides
Mentorship & Team Support
- Supports and mentors P1 developers — pairs on problems, reviews code, and helps upskill others in Python, Selenium, and prompt engineering
- Contributes to knowledge-sharing sessions, documentation, and reusable component libraries
- Helps with onboarding of new team members
Version Control & Collaboration
- Solid Git/GitHub skills: branching, merging, conflict resolution