Who We Are Deeping Source develops software to derive meaningful actions from observable data using pre-installed CCTV setups in real-world environments with Vision AI models. This approach is commonly referred to as MTMC (Multi-Target Multi-Camera). Our product aims to deliver actual actions that the consumer can take to enhance their retail margin or increase foot traffic while reducing overall maintenance cost.
Life at Core Team
You will be assigned targeted goals that demand real problem-solving
Juniors get a starting point on how to approach the problem
Seniors are expected to design their own approach end-to-end
The team respects each contributor's call on how to tackle the work
Everyone is an individual contributor, including management
주요 업무
Core Responsibilities
Build the product layer on top of MTMC data that end users actually consume
Design for scale as retail deployments grow and data volumes increase
Productize demos that match prospective customers' potential needs
Turn demos into consumer-grade software non-technical users can operate
Disclaimer: While this role relates to the use of vision AI or LLM, it is not a research role that is oriented towards training and validating models
자격요건
Minimum Qualifications
Bachelor's degree in Computer Science or a related field (Mathematics,Statistics, Electrical Engineering, etc.)
Work-level English with strong verbal communication
Strong backend or frontend coding skills. Regardless of which language you use, we're looking for people who can write clean and effective code and understand how data pipelines work.
Working understanding of Machine Learning, specifically Vision AI and LLMs
Strong problem-solving and critical thinking, with attention to detail
Preferred Qualifications
3+ years of experience in Backend, Machine Learning, or Frontend roles
Experience with prompt engineering
Experience with system design
Experience with systems languages (Rust, C++)
The development and validation phase has been extremely optimized since the rise of LLMs and we strongly differentiate between vibe coding and agentic coding
우대사항
What We Value Most - Problem Solver
You'll be given objectives and goals, not blueprints and instruction
