Autonomy Software Engineer: State Estimation & Forecasting

Asriel; Los Angeles (CA); On-site; USD 140,000 - 220,000; Full time

Job summary

Asriel seeks a senior developer to lead state estimation and trajectory forecasting for autonomous spacecraft operations. You will design probabilistic and machine learning methods to improve tracking and prediction in challenging space environments.

The role requires strong C++ and Python skills, along with experience in deep learning frameworks and sequence modelling to advance autonomous navigation capabilities.

Qualifications

• Requires a degree in Computer Science, Aerospace Engineering, or a related field.
• At least 2 years of industry experience.
• Proficiency in C++, Python, and deep learning frameworks for sequence modelling.

Responsibilities

• Lead the development of state estimation and prediction models for autonomous spacecraft operations.
• Research and implement algorithms combining probabilistic estimation with machine learning to track targets and forecast trajectories.

Skills

C++

Python

Deep learning

Sequence modelling

Kalman filters

Particle filters

Bayesian inference

PyTorch

TensorFlow

CUDA

TensorRT

Linux

CI/CD

Orbital mechanics

Sensor fusion

Education

Degree in Computer Science or Aerospace Engineering

Tools

PyTorch

TensorFlow

CUDA

TensorRT

Linux

Job description

Lead the development of state estimation and prediction models for autonomous spacecraft operations. Research and implement algorithms combining probabilistic estimation with machine learning to track targets and forecast trajectories.

Requirements:

Requires a degree in Computer Science, Aerospace Engineering, or a related field with at least 2 years of industry experience. Proficiency in C++, Python, and deep learning frameworks for sequence modelling is essential.

Key Skills:

C++, Python, Probabilistic State Estimation, Kalman Filters, Particle Filters, Bayesian Inference, PyTorch, TensorFlow, Sequence Modelling, Trajectory Modelling, Orbital Mechanics, Sensor Fusion, CUDA, TensorRT, Linux, CI/CD