Technical Dataset Creation (Hardware / Digital Systems)

DATAmundi.ai is looking to onboard a high volume of junior-level technical resources to support Technical Dataset Creation (Hardware / Digital Systems).

Resource Profile

• Recent graduates or junior-level hardware / digital design engineers
• Background in digital systems, hardware design, or related technical fields
• Ability to understand and produce technical artefacts and documentation

Location

• Remote – open to candidates from any country

Engagement Details

• Indicative hourly rate: ~USD 20/hour
• Expected scale: 50–100 experts
• The scope may be reduced at a later stage, but a relatively high onboarding volume is currently expected

Project Overview

The goal of the project is to build a dataset of 200 000 images focused on:

• hardware design
• digital system diagrams

Each data record consists of:

• 1 diagram image
• 1 associated technical artifact

The dataset is split 50/50 across the following two variants:

Variant 1

• Diagram image + associated HDL code
• Primary languages:
  • Verilog
  • SystemVerilog
• Supported standards:
  • IEEE 1364
  • IEEE 1364-2001 Rev. C
  • IEEE 1800-2009
  • IEEE 1800-2023
• VHDL is permitted for up to 10% of the Variant 1 volume (optional)

Variant 2

• Diagram image + English technical description accurately explaining the diagram

Diagram Categories (3-way split)

A balanced distribution is required across:

• Circuit diagrams
• Timing diagrams (waveforms)
• State diagrams (finite state machines)

Target distribution must remain within ±3% tolerance per category.

Technical Requirements

• At least 60% gate-level diagrams
• Simple diagrams must not exceed 30% of the dataset
• Both gate-level and block-level diagrams are acceptable within these limits
• Technical coverage includes:
  • memory chips
  • processors
  • digital and logical circuits
• Industry-standard references (e.g. AMBA AXI) may be used to ensure technical realism

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