Machine Learning Software Engineer
Cambridge, MA
Full Time Mid-level / Intermediate USD 170K - 190K
Robotics and AI Institute
Welcome. At the Robotics and AI Institute (RAI Institute), our mission is to solve the most important and fundamental challenges in robotics and AI.
Machine Learning Software Engineer (Boston Dynamics AI Institute LLC): work cross-functionally to create new technology to improve machine learning pipelines for robots.
Duties include:
1. Train, deploy, and maintain various Machine Learning (ML) algorithms on cloud and on-premise infrastructure;2. Develop process, pipeline, and tools for all components of ML lifecycle (i.e., training,evaluation, and deployment);3. Build and maintain data, model, and experimentation pipelines;4. Help with model tuning, algorithm selection, and hyperparameter search using ourMLops platform;5. Partner closely with research and applied science teams to put models into production;6. Promote quality and reliability through regular code reviews.
Minimum Requirements:
A Master’s degree or foreign equivalent in Electrical Engineering and Computer Sciences,Robotics, or a related field followed by 3 years of post-baccalaureate experience in a machinelearning engineering- or software engineering-related occupation.
Experience must include the following, which may have been gained concurrently:
1) 3 years of experience writing production code for data processing, machine learningtraining, and serving in Python and C++;2) 3 years of experience with git, issue tracking, CI/CD, and modern software engineeringpractices;3) 3 years of experience utilizing cloud ecosystems, including GCP and AWS;4) 3 years of experience with deep learning libraries and frameworks, including PyTorchand TensorFlow;5) 3 years of experience implementing and training deep learning models;6) 3 years of experience with state-of-the-art deep-learning techniques, includingtransformers, diffusion models, and multi-modal modeling, in robotics, computer vision,and NLP;7) 3 years of experience with Docker and Kubernetes for deep learning.
Job site: 145 Broadway, Cambridge, MA 02142. Full-time. Salary: $170,000 to $190,000.
To apply, email cover letter and resume, referencing Req. #061454-320, to recruitment@theaiinstitute.com.
Duties include:
1. Train, deploy, and maintain various Machine Learning (ML) algorithms on cloud and on-premise infrastructure;2. Develop process, pipeline, and tools for all components of ML lifecycle (i.e., training,evaluation, and deployment);3. Build and maintain data, model, and experimentation pipelines;4. Help with model tuning, algorithm selection, and hyperparameter search using ourMLops platform;5. Partner closely with research and applied science teams to put models into production;6. Promote quality and reliability through regular code reviews.
Minimum Requirements:
A Master’s degree or foreign equivalent in Electrical Engineering and Computer Sciences,Robotics, or a related field followed by 3 years of post-baccalaureate experience in a machinelearning engineering- or software engineering-related occupation.
Experience must include the following, which may have been gained concurrently:
1) 3 years of experience writing production code for data processing, machine learningtraining, and serving in Python and C++;2) 3 years of experience with git, issue tracking, CI/CD, and modern software engineeringpractices;3) 3 years of experience utilizing cloud ecosystems, including GCP and AWS;4) 3 years of experience with deep learning libraries and frameworks, including PyTorchand TensorFlow;5) 3 years of experience implementing and training deep learning models;6) 3 years of experience with state-of-the-art deep-learning techniques, includingtransformers, diffusion models, and multi-modal modeling, in robotics, computer vision,and NLP;7) 3 years of experience with Docker and Kubernetes for deep learning.
Job site: 145 Broadway, Cambridge, MA 02142. Full-time. Salary: $170,000 to $190,000.
To apply, email cover letter and resume, referencing Req. #061454-320, to recruitment@theaiinstitute.com.
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Categories:
Engineering Jobs
Machine Learning Jobs
Tags: AWS CI/CD Computer Vision Deep Learning Diffusion models Docker Engineering GCP Git Kubernetes Machine Learning NLP Pipelines Python PyTorch Research Robotics TensorFlow
Region:
North America
Country:
United States
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