Salary: $150,000-200,000 (50% Bonus during 9 month sprint) + Equity
Location: Fully onsite in Downtown Denver
Go is nice to have
This role is roughly 80% software engineering and 20% data science. You will work with Go, TensorFlow, PostgreSQL and various Google Cloud Platform tools to develop “the brain” of the platform. Specifically, you will:
- Solve problems using mechanistic, bottom-up thinking and statistical, top-down approaches
- Develop novel mechanisms by which to optimize supply chain
- Build and improve the intelligence behind our logistics simulations and market optimization algorithms
- Implement and ship models to predict the demand for commodities at nodes in a logistics network, the availability of supply, estimated arrival times, delays and more
Requirements
Here are some qualifications we look for:
- Ability to design and implement AI tools in Go
- Experience in at least one ML framework, such as TensorFlow, Keras, PyTorch, etc.
- Experience building solutions involving algorithms, optimization, reinforcement learning, artificial neural networks, discrete event simulation and case based reasoning
- Ability to execute with little oversight and to solve problems quickly
- Experience with function/path optimization and some of the more common algorithms – linear programming, BOBYQA, A* Search, simulated annealing
- Advanced degree in a quantitative field
