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Data Engineer

Bedford, MA | Full Time
7 Days Ago

Job Description

To be a leader in a growing industry, you have to build the best team.  We are looking for a Data Engineer to join our team in developing AI enabled robotic solutions for our customers. The Data Engineer will work on a cross functional team and be responsible for data collection, organization, and analysis for the ML training pipeline.  The Data Engineer will manage the overall ML dataset, including both defining the data structure and implementing tools as necessary to manipulate that data.  In addition, the Data Engineer will work closely with the applications engineering team to run the data generation and ML model training pipelines to ensure all projects complete in a timely manner.


At Soft Robotics, we have impressive technology that distinguishes us from the competition, and a healthy road map of interesting R&D and Product Development Activities to accomplish.  More than a person that checks every box, we’re looking for someone who is excited to work with our fantastic, cohesive team at Soft Robotics!


Primary Responsibilities:

  • Collect, analyze, and organize data used for mGripAI machine learning training
  • Manage the overall ML dataset, including defining data structure and implementing tools for manipulating data
  • In coordination w/ ML and applications team, execute data generation and model training pipelines
  • Perform model validation and metrics generation


Requirements:

  • BS / MS in Computer Science, Engineering, or equivalent
  • 2-4 years of professional experience, working in a similar data engineering or analytics role
  • Understanding of different machine learning models, especially those used for robotics perception applications, is a plus 
  • Experience with synthetic data generation is a plus
  • Excellent data processing and analysis skills
  • Strong programming experience in Python
  • Experience with various machine learning frameworks, PyTorch in a plus
  • Experience working in a Linux development environment
  • Excellent written and verbal communication skills
  • Understanding of software development best practices and a software quality mindset

Skills for Data Engineer

The job skills required for Data Engineer include Python, Data engineering, Computer science, Analysis, Machine Learning,and Programming etc. Having related job skills and expertise will give you an advantage when applying to be a Data Engineer. That makes you unique and can impact how much salary you can get paid. Below are job openings related to skills required by Data Engineer. Select any job title you are interested in and start to search job requirements.

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Career Path for Data Engineer

The following is the career advancement route for Data Engineer positions, which can be used as a reference in future career path planning. As a Data Engineer, it can be promoted into senior positions as a Database Engineer IV that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Data Engineer. You can explore the career advancement for a Data Engineer below and select your interested title to get hiring information.

How to Become a Data Engineer

If you are interested in becoming a Data Engineer, you need to understand the job requirements and the detailed related responsibilities. Of course, a good educational background and an applicable major will also help in job hunting. Below are some tips on how to become a Data Engineer for your reference.

Step 1 Understand the job description and responsibilities of a Data Engineer

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Step 2 Knowing the best tips for becoming a Data Engineer can help you explore the needs of the position and prepare for the job-related knowledge well ahead of time.

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Step 3 View the best colleges and universities for Data Engineer

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