Business · Processes · Data · Transformation

Oksana Huber

Understand data. Shape processes. Enable decisions.

Senior Business & Process Analyst at the intersection of Sales, Finance, Operations and IT - with international B2B experience and a clear focus on data quality, performance management and delivery.

Oksana Huber, Senior Business and Process Analyst
Munich · Hybrid · DACH
15+years of international B2B experience
83%less effort in an AI-enabled workflow
3languages at professional proficiency
2core systems: SAP & Salesforce

Profile

Turning complexity into manageable processes.

I bring structure to data, processes and decisions - wherever business teams, systems and competing interests meet.

My focus is on end-to-end process analysis, requirements, master data quality and KPI-based reporting. I combine hands-on operational experience with advanced analytical skills in Power BI, SQL and AI-enabled automation.

Available immediatelyMunich · Hybrid
01

Analyse processes

Make as-is and to-be processes, interfaces and root causes visible - from order-to-cash to project controlling.

02

Make data reliable

Structure master data, KPI logic and reporting so that management and business teams can make sound decisions.

03

Deliver change

Connect requirements, UAT, rollout and enablement through clear communication between business and IT.

Selected evidence of impact

Problem. Method. Result.

Not abstract self-assessments, but selected examples from documented roles and personal projects.

01before year-end

Turnaround of a demanding sales region

Situation
Inconsistent data, high coordination effort and a delayed year-end closing process.
Approach
Data cleansing in SAP and Salesforce, proactive customer clarification and close coordination with Sales and Supply Chain.
Result
For the first time in two years, the Northern region completed its annual closing before Christmas.
02≤ 2% errors

Secure launch of a B2B portal

Situation
Complex account and master data before migration to a new sales portal.
Approach
Data cleansing, testing with internal and external IT, UAT and training for Sales and more than 30 customers.
Result
Stable rollout of the Salesforce-based portal with a documented error rate of no more than two per cent.
03−40% effort

Measurable relief for sales processes

Situation
High coordination effort between Sales, customers and operational teams.
Approach
Daily as-is/to-be analysis, transparent KPIs and structured interface communication.
Result
Effort reduced by around 40%, customer satisfaction increased by around 30% and return rates reduced by around 10%.
046 h → 1 h

AI workflow with human oversight

Situation
A recurring research and documentation process required several hours per cycle.
Approach
Process decomposition, AI agents, structured data transfer and mandatory human quality control.
Result
Processing time reduced from around six hours to no more than one hour - approximately 83% less effort.

Skills profile

Connecting business, data and delivery.

Business Analysis

  • As-is / to-be process analysis
  • Requirements engineering
  • Gap & root cause analysis
  • UAT & defect tracking

Sales Operations

  • Order-to-cash
  • Forecast & pipeline
  • Bonus and credit-note processes
  • B2B portal operations

Data & Reporting

  • Master data & data governance
  • Power BI & DAX
  • SQL & Azure SQL
  • KPI dashboards

Transformation

  • Stakeholder management
  • Rollout & enablement
  • Change impact
  • Benefits tracking

AI & Automation

  • Use-case prioritisation
  • GenAI workflows
  • Human-in-the-loop
  • AI governance

Systems

  • Salesforce Sales Cloud
  • SAP R/3
  • SAP Business ByDesign
  • Microsoft 365

Experience

From international B2B to data-driven transformation.

More than 15 years of operational and analytical experience, with growing responsibility for data quality, processes, systems and decision support.

01
10/2025 - present

Targeted professional development

Business Analyst · Data Analytics & Commercial Reporting

550 training units in Data Analytics covering Power BI, DAX, Power Query, SQL, Azure SQL and MongoDB. Since July 2026, training as an AI Manager (IHK) in AI strategy, project management, agents, automation and governance.
02
05/2025 - 10/2025

Self-employed · Munich

Founder & Business Coach (IHK)

Built a coaching practice as an entrepreneurial end-to-end project: positioning, service design, website concept and go-live. Today, the coaching project complements my analytical business profile.
03
01/2020 - 04/2025

Corteva Agriscience Germany GmbH

Senior Customer Service Representative · Commercial Analytics & Sales Planning

End-to-end responsibility in the order-to-delivery process, master data quality in SAP and Salesforce, sales forecasting, KPI reporting, bonus and credit-note processes, UAT and rollout support.
04
08/2011 - 01/2020

Seven Principles AG

Business Operations & ERP Specialist

Business partner for project managers in SAP Business ByDesign, project controlling, workforce and capacity planning, and cross-functional collaboration with HR, Finance, Procurement and Sales.
05
2000 - 2011

Hugo Boss · ThyssenKrupp · Mitsubishi Electric · Valeo · Schwarz Pharma

International B2B Sales & Export

International sales and export processes, key account support, revenue management and sales reporting across industrial, pharmaceutical, automotive and premium consumer-goods environments.

Professional development & methodology

Current knowledge meets proven practice.

2026 · ongoing

AI Manager (IHK)

AI strategy, AI project management, automation, agents and governance · 468 training units

2025-2026

Data Analytics

Power BI, DAX, Power Query, SQL, Azure SQL, MongoDB and AI-enabled data analysis · 550 training units

2024-2025

Business Coach (IHK)

Structured facilitation, goal clarification, NLP methods and change support

2014

PRINCE2® Foundation

Project management methodology and structured governance

Languages

German C2English C1Russian C2