Data Scientist / Machine Learning Engineer

TransMedics, Inc.; San Diego (CA); On-site; USD 110,000 - 180,000; Full time

Benefits offered by this job

Health Insurance

Vision Insurance

Flexible Spending Account (FSA)

401(k)

Life and AD&D Insurance

PTO

Job summary

TRABUS Technologies is seeking a Data Scientist / Machine Learning Engineer to join its AI and Data Science team in San Diego. You will develop ML models, preprocess diverse data, and support deployment of AI-enabled web applications for government and commercial clients.

Responsibilities include building predictive analytics, evaluating algorithms, and collaborating with cross-functional teams to deliver scalable AI solutions across domains such as defense, transportation, and environmental

Qualifications

• 2+ years of programming in Python.
• coursework in ML, DL, algorithms, data science.
• experience with Python ML libraries (TensorFlow, PyTorch).
• familiarity with web frameworks (FastAPI, Django, Flask).

Responsibilities

• Develop ML/AI models and share predictive insights.
• Preprocess and clean datasets from diverse sources.
• Collaborate with Data Science and DevOps teams to deploy scalable AI solutions.
• Integrate ML models into full-stack applications and web services.

Skills

Python

TensorFlow

PyTorch

FastAPI

Git

Education

Bachelor's in CS/CE/DS

Master's degree preferred

Tools

Linux

Job description

Data Scientist / Machine Learning Engineer

Data Scientist / Machine Learning Engineer

About TRABUS Technologies

TRABUS Technologies (TRABUS) is a minority-owned, Service-Disabled Veteran-Owned Small Business (SDVOSB) headquartered in San Diego, California. Since 2010, TRABUS has provided advanced wireless technology solutions, cybersecurity expertise, artificial intelligence capabilities, and engineering support to federal and commercial clients.

Recognized on the Inc. 5000 list for seven consecutive years, TRABUS is a dynamic, forward-leaning organization committed to solving complex, real-world challenges and delivering mission-ready solutions that meet and exceed customer expectations.

Position Overview

TRABUS Technologies is seeking a highly motivated Data Scientist / Machine Learning Engineer to join our growing Artificial Intelligence and Data Science team.

In this role, you will combine machine learning, data science, and software engineering skills to support a variety of AI-based projects, including resource planning for ship maintenance, marine transportation, and climate and environmental informatics.

The successful candidate will develop machine learning models that provide predictive insights and analytics for robust, web-based, full-stack AI applications supporting both government customers — including the Department of Defense (DoD), Department of Transportation (DoT), and National Oceanic and Atmospheric Administration (NOAA) — and commercial customers.

Key Responsibilities

• Develop code to extract, clean, transform, and preprocess training datasets from disparate data formats, sources, and APIs.
• Research, evaluate, select, and develop appropriate Machine Learning (ML) and Deep Learning (DL) algorithms and models.
• Apply AI/ML techniques across diverse data domains, including Navy, transportation, environmental sciences, healthcare, and public safety.
• Collaborate with the TRABUS Data Science team to develop scalable AI solutions incorporating technologies such as:
• Retrieval-Augmented Generation (RAG)
• Prompt Engineering
• Computer Vision
• Natural Language Processing (NLP)
• Work alongside AI/ML and DevOps engineers to develop automated AI workflows that continuously generate predictions and inferences.
• Develop validation and testing routines to measure model performance and evaluate the quality and accuracy of predictions.
• Analyze large datasets and data streams to identify patterns, trends, and actionable insights.
• Support the integration of machine learning models into web-based and full-stack AI applications.
• Collaborate with technical teams throughout the development, testing, integration, and deployment lifecycle.

Required Qualifications

• Minimum of 2 years of programming experience using Python.
• Completed coursework in Machine Learning, Deep Learning, Algorithm Design, and Data Science.
• Knowledge and experience with Python data science and machine learning libraries such as:
• TensorFlow
• PyTorch
• Strong Python programming skills with the ability to process and analyze large datasets and data streams.
• Understanding of databases, data structures, and API-based ETL operations.
• Strong working knowledge of Linux or Unix-based operating systems.
• Familiarity with Python web frameworks such as FastAPI, Django, and Flask.
• Experience working with Git repositories and version control.
• Ability to work collaboratively within multidisciplinary technical teams.
• U.S. Citizenship is required.
• Must be able to obtain and maintain a final DoD-adjudicated Secret security clearance.

Desired Qualifications

• Current DoD-adjudicated Secret security clearance.
• Strong knowledge of DevOps tools, processes, and best practices.
• Experience working with cloud platforms such as AWS, Microsoft Azure, or Google Cloud Platform.
• Familiarity with Agile software development methodologies.
• Experience working within Agile development environments.
• Experience with Continuous Integration/Continuous Deployment (CI/CD) pipelines.
• Proficiency with Microsoft Office applications.
• Strong written and verbal communication skills.
• Strong attention to detail and commitment to procedural compliance.
• Ability to manage multiple responsibilities and priorities while meeting established deadlines.

Education

• Bachelor's degree in Computer Science, Computer Engineering, Data Science, or another related STEM discipline.
• Master's degree preferred.

Benefits

TRABUS Technologies offers a competitive compensation package and comprehensive employee benefits, including:

• Paid Time Off (PTO)
• Paid Holidays
• Health Insurance
• Vision Insurance
• Flexible Spending Account (FSA)
• 401(k)
• Life and AD&D Insurance

Equal Employment Opportunity

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 other status protected by applicable federal, state, or local discrimination laws.