TransMedics, Inc.
Mid-level Data Science Engineer Government/Military San Diego, California
TransMedics, Inc., San Diego, California, United States, 92189
Position: Mid-level Data Science EngineerFull-timeLocation: San Diego, CAClearance Level: SecretTrabus Technologies
(TRABUS) is a minority-owned, service-disabled veteran-owned small business (SDVOSB) headquartered in San Diego, California. Our company has been providing key solutions and unparalleled value in wireless technologies, cybersecurity and artificial intelligence to the federal government and private sector since 2010.Our capabilities are widely diversified. From the development of emerging technologies that will revolutionize the wireless industry to engineering support services to the armed services, TRABUS is committed to solving real-world problems through technical innovation.TRABUS has been recognized by “Inc. 5000” as one of the 5,000 fastest-growing, privately held small companies in the United States the last seven years in a row. TRABUS is a dynamic, forward-thinking business ready to engage in and overcome our customers’ challenges.RESPONSIBILITIES:
Work will involve supporting TRABUS’ maintenance planning and forecasting models and the associated datasets.Includes writing parsers and ingestors to ingest the data from disparate data sources/formats into databases using Python.Develop API calls to extract ingested maintenance data from databases.Maintain and develop data curations to ensure data quality.Generate training and test data sets for AI/machine learning (ML) workflows.Analyze historical maintenance data for trends and analysis and demonstrate results using visualizations.Develop web-based products that utilize AI/ML algorithms developed and to visualize historical maintenance data.Deploy developed web-based products into government hosted computing infrastructure. This may include containerizing code for deployment and applying CI/CD practices.REQUIREMENTS:
3-4 years of experience in data science programming using Python.1-2 years’ experience in using Python libraries such as pandas, numpy, scipy and plotly.Experience in ingesting raw data into databases using ORM.2 years of experience in Python-based web-frameworks such as Django or Flask.Added plus will be experience with AI and machine learning/deep learning libraries such as scikit-learn, TensorFlow, PyTorch and Keras.2 years of experience in Database technologies such as PostgreSQL or MySQL (including writing SQL queries) and NoSQL data stores such as Redis or MongoDB (includes working with json).Familiarity with API technologies such as GraphQL or REST and developing using tools such as Postman and Swagger.Must be comfortable in working with Linux/Unix and on cloud-based infrastructure (such as AWS and Digital Ocean).Must have experience in using version control software such as git.Experience with CI/CD automations and Docker.EDUCATION:
Bachelor’s degree or Master’s degree in computer science/engineering/data science or closely aligned STEM related discipline.BENEFITS:
Paid Time OffHolidaysHealth InsuranceDental InsuranceVision InsuranceFlexible Spending Account401(k)Life AD&DUS citizenship and a final DoD adjudicated Secret Clearance is required.To apply, go to
https://trabus.com/careers
and click on “ View Openings ”.Trabus Technologies
is an Equal Employment Opportunity Employer. We are committed to the principles of equal employment opportunity and will not discriminate against any employee or applicant for employment because of race, color, religion, sex, national origin, age, disability, veteran status, or any status protected by federal, state, or local discrimination laws. Trabus Technologies (TRABUS) offers a competitive salary and full range of benefits.
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(TRABUS) is a minority-owned, service-disabled veteran-owned small business (SDVOSB) headquartered in San Diego, California. Our company has been providing key solutions and unparalleled value in wireless technologies, cybersecurity and artificial intelligence to the federal government and private sector since 2010.Our capabilities are widely diversified. From the development of emerging technologies that will revolutionize the wireless industry to engineering support services to the armed services, TRABUS is committed to solving real-world problems through technical innovation.TRABUS has been recognized by “Inc. 5000” as one of the 5,000 fastest-growing, privately held small companies in the United States the last seven years in a row. TRABUS is a dynamic, forward-thinking business ready to engage in and overcome our customers’ challenges.RESPONSIBILITIES:
Work will involve supporting TRABUS’ maintenance planning and forecasting models and the associated datasets.Includes writing parsers and ingestors to ingest the data from disparate data sources/formats into databases using Python.Develop API calls to extract ingested maintenance data from databases.Maintain and develop data curations to ensure data quality.Generate training and test data sets for AI/machine learning (ML) workflows.Analyze historical maintenance data for trends and analysis and demonstrate results using visualizations.Develop web-based products that utilize AI/ML algorithms developed and to visualize historical maintenance data.Deploy developed web-based products into government hosted computing infrastructure. This may include containerizing code for deployment and applying CI/CD practices.REQUIREMENTS:
3-4 years of experience in data science programming using Python.1-2 years’ experience in using Python libraries such as pandas, numpy, scipy and plotly.Experience in ingesting raw data into databases using ORM.2 years of experience in Python-based web-frameworks such as Django or Flask.Added plus will be experience with AI and machine learning/deep learning libraries such as scikit-learn, TensorFlow, PyTorch and Keras.2 years of experience in Database technologies such as PostgreSQL or MySQL (including writing SQL queries) and NoSQL data stores such as Redis or MongoDB (includes working with json).Familiarity with API technologies such as GraphQL or REST and developing using tools such as Postman and Swagger.Must be comfortable in working with Linux/Unix and on cloud-based infrastructure (such as AWS and Digital Ocean).Must have experience in using version control software such as git.Experience with CI/CD automations and Docker.EDUCATION:
Bachelor’s degree or Master’s degree in computer science/engineering/data science or closely aligned STEM related discipline.BENEFITS:
Paid Time OffHolidaysHealth InsuranceDental InsuranceVision InsuranceFlexible Spending Account401(k)Life AD&DUS citizenship and a final DoD adjudicated Secret Clearance is required.To apply, go to
https://trabus.com/careers
and click on “ View Openings ”.Trabus Technologies
is an Equal Employment Opportunity Employer. We are committed to the principles of equal employment opportunity and will not discriminate against any employee or applicant for employment because of race, color, religion, sex, national origin, age, disability, veteran status, or any status protected by federal, state, or local discrimination laws. Trabus Technologies (TRABUS) offers a competitive salary and full range of benefits.
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