Robotics ML Engineer — Production-Grade AI for Robots

Rai; Cambridge (MA); On-site; USD 186,000 - 238,000; Full time

Job summary

Rai in Cambridge, MA is seeking a Machine Learning / Robotics Engineer to design, develop, and improve software for robotic applications. You will train, deploy, and sustain ML models on cloud and on-prem infrastructure, build end-to-end pipelines, and collaborate with research and engineering teams to productionize robust architectures.

Applicants should have a Master’s degree and at least 4 years of experience in ML, CS or robotics, with strong C++/Python skills and hands-on ML Ops.

Qualifications

• Master’s degree in Computer Science, Robotics Engineering, or closely related discipline plus 4 years of experience in a machine learning-related occupation.
• 4 years of experience utilizing C++ or Python to develop and implement high performance machine learning models and algorithms in production environments.
• 4 years of experience with git, issue tracking, CI/CD, and modern software engineering practices to develop, test, and review scalable code and pipelines for ML systems.
• 4 years of experience using machine learning algorithms, including Linear and Logistic regressions, Decision trees, Naive Bayes, KNN, K-means, and Random forest, to select, implement, and evaluate classical ML models.
• 4 years of experience with Machine Learning Ops, including model versioning, data lineage, monitoring, deployment, scalability, orchestration, and continual learning.
• 4 years of experience creating orchestration workflows using AirFlow to design scalable, fault-tolerant ML workflows.
• 3 years of experience using deep-learning techniques in NLP and Computer Vision for production-grade architectures.
• 2 years of experience with data science libraries and frameworks (Scikit-learn, NumPy, SciPy, Pandas, TensorFlow, PyTorch).
• 2 years of experience in robotics engineering and 2 years using ROS, OpenCV, Open3D for robotics production deployments.

Responsibilities

• Design systems to explore solutions for real world problems using model-based and data-driven techniques.
• Train, deploy, and sustain ML models on cloud and on-prem infrastructure to enhance robotic capabilities.
• Build and refine ML pipelines from training to deployment and evaluation.
• Design, test, and implement robust model architectures with research and engineering teams.
• Elevate code quality through peer reviews and best practices in software processes.
• Engage in the research environment to stay at the cutting edge of ML architectures, frameworks, and applications.

Skills

C++

Python

Git & CI/CD

Software engineering practices

Model selection & evaluation

ML Ops

Orchestration workflows

Deep learning (NLP/CV)

Robotics engineering

Education

Master’s degree in Computer Science, Robotics Engineering, or closely related discipline

Tools

AirFlow

Scikit-learn

NumPy

SciPy

Pandas

TensorFlow

PyTorch

ROS

OpenCV

Open3D

Job description

Rai in Cambridge, MA is seeking a Machine Learning / Robotics Engineer to design, develop, and improve software for robotic applications. You will train, deploy, and sustain ML models on cloud and on-prem infrastructure, build end-to-end pipelines, and collaborate with research and engineering teams to productionize robust architectures.

Applicants should have a Master’s degree and at least 4 years of experience in ML, CS or robotics, with strong C++/Python skills and hands-on ML Ops.