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Advisors

Data & AI

Get your data connected and trusted, then apply analytics and AI to the decisions that run your plants and supply chain.

Use cases

Common use cases we build teams for.

Each card lists roles that may be relevant. Not every project needs every role.

  • Connect data silos across ERP, CRM, manufacturing and supply chain

    Problem
    Data sits in separate systems, so no one sees the full picture.
    Outcome
    One connected view of orders, production and supply.
    Roles that may be relevant
    Data Architect, Data Integration Engineer, Data Engineer
  • Improve data quality and establish trusted metrics

    Problem
    Teams argue about whose numbers are right.
    Outcome
    Shared definitions and metrics people trust.
    Roles that may be relevant
    Data Quality Engineer, Data Steward, Analytics Engineer
  • Build a modern data platform

    Problem
    Legacy warehouses are slow, costly and hard to change.
    Outcome
    A scalable platform that serves analytics and AI.
    Roles that may be relevant
    Data Platform Architect, Data Platform Engineer, Data Engineer
  • Improve reporting and production visibility

    Problem
    Reports arrive late and leaders cannot see what is happening on the floor.
    Outcome
    Timely dashboards for plant and business leaders.
    Roles that may be relevant
    BI Developer, Data Analyst, Analytics Engineer
  • Forecast demand, optimize inventory and improve scheduling

    Problem
    Too much stock in some places and shortages in others.
    Outcome
    Better forecasts and schedules that cut waste.
    Roles that may be relevant
    Data Scientist, Decision Scientist, Operations Research Scientist
  • Predict maintenance needs and analyze process performance

    Problem
    Unplanned downtime and process drift hurt output.
    Outcome
    Earlier warnings and steadier processes.
    Roles that may be relevant
    Industrial Data Scientist, Data Engineer, Machine Learning Engineer
  • Detect visual defects

    Problem
    Manual inspection misses defects and does not scale.
    Outcome
    Consistent automated inspection on the line.
    Roles that may be relevant
    Computer Vision Engineer, Applied Scientist, Edge AI Engineer
  • Search documents and build knowledge assistants

    Problem
    Know-how is buried in manuals, procedures and tickets.
    Outcome
    Assistants that find answers fast and cite sources.
    Roles that may be relevant
    Generative AI Architect, Generative AI Engineer, NLP Engineer
  • Build AI workflows connected to business applications

    Problem
    AI pilots sit apart from the systems where work happens.
    Outcome
    AI steps built into everyday workflows.
    Roles that may be relevant
    AI Solutions Architect, AI Software Engineer, AI Agents & Workflow Advisor
  • Deploy and operate production AI

    Problem
    Models work in a pilot but never reach production.
    Outcome
    Reliable, monitored AI running in production.
    Roles that may be relevant
    Machine Learning Architect, MLOps Engineer, LLMOps Engineer
  • Establish responsible AI and oversight

    Problem
    Leaders need confidence that AI is safe and accountable.
    Outcome
    Clear policies, reviews and controls for AI.
    Roles that may be relevant
    Responsible AI Lead, AI Governance Lead, AI Risk & Model Validation Specialist
  • Lead and shape a data and AI program

    Problem
    The program needs direction, priorities and the right team.
    Outcome
    A clear roadmap, operating model and team plan.
    Roles that may be relevant
    Chief Data Officer Advisor, Chief AI Officer Advisor, VP of Data & AI Advisor
Advisor specialties

Specialties in Data & AI.

Experience filters apply to verified advisor profiles. None are published yet, so results show advisor specialties.

65 specialties
  • Advisor specialty

    Data Architect

    Designs how data moves across ERP, CRM, plant and supply chain systems, and which system owns each record.

    Data & AI · Dynamics 365 & Salesforce

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Integration Engineer

    Builds the connections that move data between business, plant and cloud systems so teams stop copying files.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Engineer

    Builds the pipelines and tables that feed reporting, analytics and AI with clean, current data.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Governance Lead

    Sets the rules for who owns each data set, what it means and how quality gets measured.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Quality Engineer

    Builds the checks that catch bad data before it reaches a dashboard or a model.

    Data & AI

    • Snowflake
    • Databricks
    View specialty
  • Advisor specialty

    Data Steward

    Owns the agreed data rules day to day and settles the disputes that slow reporting down.

    Data & AI

    • Snowflake
    • Databricks
    View specialty
  • Advisor specialty

    Analytics Engineer

    Turns raw tables into tested, documented models that reporting and AI can both rely on.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    View specialty
  • Advisor specialty

    Data Platform Architect

    Designs the data foundation your teams build on, from ingestion through to serving.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Platform Engineer

    Builds and runs the data platform so a new team can start using it without new setup.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Modernization Lead

    Plans the move off legacy data systems in steps the business can absorb.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    BI Developer

    Builds the dashboards plant and business leaders use to see what is happening today.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    View specialty
  • Advisor specialty

    Data Analyst

    Answers the operating questions behind the numbers and explains what changed.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    View specialty
  • Advisor specialty

    Analytics Lead

    Sets reporting priorities and the standard for what counts as a trustworthy number.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    View specialty
  • Advisor specialty

    Data Scientist

    Builds demand, inventory and scheduling models that planners are willing to act on.

    Data & AI

    • Databricks
    • Snowflake
    View specialty
  • Advisor specialty

    Decision Scientist

    Connects forecasts to the choices they should change, so models reach real decisions.

    Data & AI

    • Databricks
    • Snowflake
    View specialty
  • Advisor specialty

    Analytics Translator

    Turns a leader's question into a model brief and a result the team can use.

    Data & AI

    • Databricks
    • Snowflake
    View specialty
  • Advisor specialty

    Industrial Data Scientist

    Applies models to process and equipment data to catch drift and downtime earlier.

    Data & AI · Industrial Technology & IoT

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    View specialty
  • Advisor specialty

    Machine Learning Engineer

    Takes models from notebook to production and keeps them accurate as data shifts.

    Data & AI

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    View specialty
  • Advisor specialty

    MLOps Engineer

    Builds the pipeline that deploys, monitors and retrains models without manual work.

    Data & AI

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    • Google Cloud
    View specialty
  • Advisor specialty

    Computer Vision Engineer

    Builds camera-based inspection that catches defects the line cannot see consistently.

    Data & AI · Industrial Technology & IoT

    • Microsoft Azure
    • Amazon Web Services
    View specialty
  • Advisor specialty

    Applied Scientist

    Works the hard modeling problems behind vision and prediction where off-the-shelf tools fall short.

    Data & AI

    • Microsoft Azure
    • Amazon Web Services
    View specialty
  • Advisor specialty

    Edge AI Engineer

    Runs inspection and prediction models on the equipment itself, where the cloud is too slow.

    Data & AI · Industrial Technology & IoT

    • Microsoft Azure
    • Amazon Web Services
    View specialty
  • Advisor specialty

    Generative AI Architect

    Designs assistant and retrieval systems that answer from your own manuals and procedures.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    View specialty
  • Advisor specialty

    Generative AI Engineer

    Builds the retrieval pipelines and guardrails behind document answers.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    View specialty
  • Advisor specialty

    NLP Engineer

    Makes unstructured text, tickets and procedures searchable and usable by a model.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    View specialty
  • Advisor specialty

    AI Evaluation Engineer

    Tests whether an AI answer is actually right before your team depends on it.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    View specialty
  • Advisor specialty

    AI Solutions Architect

    Maps an AI use case end to end: the data, the model, the integration and the workflow it changes.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    • SAP
    View specialty
  • Advisor specialty

    AI Software Engineer

    Builds AI features into the applications your teams already work in.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    • SAP
    View specialty
  • Advisor specialty

    AI Integration Advisor

    Connects AI services to ERP, CRM and plant systems so results land inside real workflows.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    • SAP
    View specialty
  • Advisor specialty

    Machine Learning Architect

    Designs model training and serving that holds up under production load and review.

    Data & AI

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    • Google Cloud
    View specialty
  • Advisor specialty

    LLMOps Engineer

    Runs the pipeline that deploys and monitors large language model features.

    Data & AI

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    • Google Cloud
    View specialty
  • Advisor specialty

    ML Platform Engineer

    Builds the internal platform that lets your teams train and ship models themselves.

    Data & AI · Cloud & Infrastructure

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    • Google Cloud
    View specialty
  • Advisor specialty

    AI Infrastructure Engineer

    Sets up the compute, accelerators and networking AI workloads need without runaway cost.

    Data & AI · Cloud & Infrastructure

    • Databricks
    • Microsoft Azure
    • Amazon Web Services
    • Google Cloud
    View specialty
  • Advisor specialty

    Responsible AI Lead

    Sets the policies, reviews and escalation paths your AI work needs to stay accountable.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    View specialty
  • Advisor specialty

    AI Governance Lead

    Builds the approval and documentation process leaders can point auditors to.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    View specialty
  • Advisor specialty

    AI Product Manager

    Defines AI features around a user problem and the measure that proves they work.

    Data & AI

    View specialty
  • Advisor specialty

    SAP Data & Analytics Architect

    Designs how SAP data reaches reporting, planning and AI without landing in spreadsheets.

    SAP Advisory & Integration · Data & AI

    • SAP
    • Databricks
    • Snowflake
    • Microsoft Azure
    View specialty
  • Advisor specialty

    SAP Data Engineer

    Builds the extracts and pipelines that move SAP data out to the rest of the business.

    SAP Advisory & Integration · Data & AI

    • SAP
    • Databricks
    • Snowflake
    • Microsoft Azure
    View specialty
  • Advisor specialty

    SAP Integration Architect

    Designs how SAP talks to plant systems, CRM and cloud platforms without breaking either side.

    SAP Advisory & Integration · Data & AI

    • SAP
    • Databricks
    • Snowflake
    • Microsoft Azure
    View specialty
  • Advisor specialty

    Enterprise Data Architect

    Designs the data model and ownership across the whole enterprise, not one system.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data & AI Solutions Architect

    Connects a business problem to the data platform and AI approach that solves it.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Streaming Data Engineer

    Builds the live data feeds that equipment monitoring and alerting depend on.

    Data & AI · Industrial Technology & IoT

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Management Specialist

    Runs the day-to-day work of keeping data documented, approved and usable.

    Data & AI

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    Data Migration Specialist

    Moves data between systems with checks that prove nothing was lost.

    Data & AI · SAP Advisory & Integration

    • Snowflake
    • Databricks
    • Microsoft Azure
    • Google Cloud
    View specialty
  • Advisor specialty

    AI Architect

    Designs the overall AI approach, from data and models to how AI connects into the business systems.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    • SAP
    View specialty
  • Advisor specialty

    AI Engineer

    Builds and ships the AI workflows and integrations that run inside the business applications.

    Data & AI

    • OpenAI
    • Claude
    • Microsoft Azure
    • SAP
    View specialty
  • Advisor specialty

    Data Governance Engineer

    Builds the tooling that enforces data rules in practice, not just on paper.

    Data & AI

    • Snowflake
    • Databricks
    • OpenAI
    • Claude
    View specialty