Algorithm Developer

Tel Aviv, IL

Full Time Mid-level / Intermediate USD 79K - 147K * ^est.

Exodigo

Exodigo is the leading underground mapping solution for non-intrusive discovery. Our platforms combine multi-sensor fusion, 3D imaging, and AI to create complete, accurate underground maps that enable confident decision-making for customers...

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Posted 1 day ago

Description

Exodigo is the leading underground mapping solution for non-intrusive discovery. Our platforms combine multi-sensor fusion, 3D imaging, and AI technologies to create complete, accurate underground maps that enable confident decision-making for customers across the built world. We transform the project lifecycle for our customers, who include key community stakeholders in the utilities, transportation and government sectors.

We are experiencing sky-rocketing growth and closed a historically large $105M Series A round in February of 2024.

Our Algorithms Team is a highly multidisciplinary group at the core of our data processing and detection capabilities, integrating physics, signal processing, computer vision, classic machine learning algorithms and AI models to meet our unique requirements.

Job description

As an Algorithm Developer at Exodigo, you will develop advanced tools that will automate complex processes performed until today only by civil engineering experts. You will be at the forefront of creating algorithms that utilize machine learning and deep learning techniques to automate data processing and analysis. Collaborating closely with our company’s mapping & engineering experts, as well as with our software team, you will integrate the tools you develop into the analysis pipeline, improving Exodigo’s ability to quickly deliver high quality products to our clients.

Key Responsibilities:

Translate complex, real-world problems into mathematical models and effective algorithmic solutions.
Design algorithms to fuse multiple data sources and extract meaningful insights.
Process and clean diverse, messy data from open and structured sources to enable robust analysis.
Work with the maps analysis team to test, evaluate, and improve algorithms performance.

Requirements

B.Sc. in technical field such as Electrical Engineering, Computer Engineering, Computer Science or similar.
5+ years of relevant industry experience.
Extensive knowledge in machine learning architectures and latest developments.
Expertise in graph theory, computational geometry, statistics, optimization, and data analysis.
Strong Python programming skills (Pandas, NumPy, SciPy, PyTorch, etc.).
Versatility in selecting and combining tools to fit the problem at hand.

Preferred Qualifications:

M.Sc. in relevant field.
Experience in Geo Information Systems (GIS).
Experience working with BIM data and 3D modelling.
Exposure to generative AI natural language processing (NLP) for text extraction.
Experience in cloud environment development (AWS).