Senior Machine Learning Engineer

1 month ago


Barangaroo, Australia Nearmap Full time

Job Description

Skills and experience:

We're after exceptional candidates, who have real world experience but are eager to learn. 

Essential:

Demonstrated history working in a numerical field: computer vision, applied maths, physical sciences, geospatial analysis. Strong approach to systems thinking, whilst remaining pragmatic Commitment to software engineering principles for scientific python, a keen eye for clean code, and a passion for robustness and correctness. Working on shared codebases to produce production quality code. Data science is a team sport; communicate well, share knowledge, and be open to taking on ideas from anyone in the team. While extensive knowledge of theory and best practices are highly valued, pragmatism wins over elaborate theory when it comes to shipping products that work.

Highly Desirable:

Working with large data sets, where data doesn’t fit into memory, and requires multiple nodes to compute efficiently. A scientific mindset of formulating hypotheses, and applying statistical tests to validate them. Working in a cloud-native environment using highly scalable compute. Experience with operationalizing numerical applications and workflows.

Qualifications

Formal education in a field related to numerical science (Bachelor’s degree in computer science, engineering, statistics, physics, etc.). Applicants with a Masters/PhD will fit in well within the team, but are by no means necessary — we’re more interested in what you can do


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