Autonomy Data Engineer- Clearance Eligible - Ft. Walton Beach, FL (Hybrid/Near Eglin AFB)
EpiSci
Data Science
Eglin AFB, FL, USA
Posted on Oct 15, 2024
Are you ready to take the helm in shaping the future of tactical mission autonomy, standing shoulder-to-shoulder with trailblazers who are turning cutting-edge dreams into tangible reality? As a vital member of the growing EpiSci team, your influence will be immediate and transformative as we propel towards a future where security and autonomy unite in unprecedented ways.
EpiSci isn't just another company; we're a rapidly ascending force of innovation, forging ahead with next-gen tactical mission autonomy technologies that span defense, aerospace, and commercial domains. At our core, we wield the latest advancements in artificial intelligence, autonomy algorithms, wireless communications, and digital signal processing to surmount the most formidable national security challenges. Our Tactical AI prowess is nothing short of extraordinary, offering robustness, dependability, and a rapid adaptability that thrives on the frontlines of emerging missions and obstacles. Picture developing AI aviators for cutting-edge aircraft like the F-22 and F-16, revolutionizing wireless tactical communication systems, and fueling the skies with swarms of autonomous UAVs supercharged by sensor fusion.
We understand and cherish the richness that diverse perspectives and backgrounds bring to the table. At EpiSci, we wholeheartedly invite every exceptional individual, regardless of their journey, to join our ranks and become a driving force behind the secure and autonomous world of tomorrow. Your future at EpiSci awaits—ignite your potential and let's redefine what's possible, together.
Don't meet every single requirement? At EpiSci, we're committed to building a diverse, inclusive, and authentic workforce, so if you're excited about this role but your previous experience doesn't align perfectly with every qualification, we encourage you to apply anyway! You may be the perfect candidate for this or another role at EpiSci.
Core Responsibilities
- Ensure that all data handling processes follow the organization's cybersecurity and data privacy policies.
As an Autonomy Solutions Engineer, you will be responsible for curating, analyzing, and reporting on autonomy data collected during test events on Group 1-5 aircraft. Your role will play a critical part in the development and optimization of autonomous systems for aircraft, ensuring that data-driven insights lead to continuous improvements in autonomy algorithms and performance.
Data Curation and Management
Collect, organize, and manage autonomy data from test events involving Group 1-5 aircraft.
Develop and maintain databases and repositories for storing flight data, ensuring data integrity and accessibility.
Implement data cleaning and preprocessing techniques to ensure data quality prior to analysis.
Data Analysis and Insights
Analyze large sets of flight data to identify trends, anomalies, and performance metrics related to autonomous systems.
Apply statistical and machine learning methods to extract meaningful insights from raw data.
Collaborate with autonomy developers to translate data insights into actionable improvements for autonomy software and algorithms.
Utilize tools such as Python, MATLAB, or similar to create custom analysis scripts and automate data processing pipelines.
Reporting and Visualization
Develop clear and concise reports summarizing the findings from test events, including key metrics, performance benchmarks, and areas for improvement.
Create visual representations (plots, graphs, dashboards) of autonomy performance data to facilitate better understanding and decision-making by development teams.
Communicate complex technical data to both technical and non-technical stakeholders, providing actionable recommendations for system optimization.
Test Event Support
Assist in the planning, execution, and monitoring of flight tests to ensure relevant autonomy data is collected.
Work closely with test engineers, pilots, and software developers to ensure accurate data capture during test events.
Troubleshoot data collection issues and ensure high fidelity of autonomy data from test flights.
Collaboration and Continuous Improvement
Collaborate with multidisciplinary teams, including software developers, systems engineers, and test personnel, to align data analysis efforts with project goals.
Stay updated on the latest developments in autonomous systems, data analysis techniques, and aerospace technologies to ensure best practices are applied.
Propose and implement improvements to data collection and analysis processes to enhance efficiency and accuracy in future tests.
Compliance and Documentation
Ensure all data collection and reporting complies with relevant industry regulations and safety standards.
Maintain thorough documentation of data analysis procedures, findings, and recommendations for future reference.
Minimum Qualifications
- Education Requirements:
- Bachelor’s degree in Computer Science/related Engineering field.
- 3+ years of hands-on experience working in the DoD developing and optimizing autonomous systems for aircraft
- Technical Requirements:
- Strong proficiency with Python
- Strong proficiency with Pandas
- Strong proficiency with Data Visualization
- Additional Requirements:
- Passion for solving complex problems with little supervision in a fast-moving team.
- Ability to balance multiple priorities in a fast-paced, highly collaborative, frequently changing, and sometimes ambiguous environment.
- Excellent analytical, communication, and documentation skills with demonstrated ability to collaborate across multiple teams.
- Travel Requirements
- Must be willing to travel as projects requires. Estimated average travel is once every other month for between 2 days up to 1 week. (~20%)
- Location Requirements
- This position requires that you be located within a drivable distance to Fort Walton Beach and Eglin Air Force Base in the Gulf Coast of Florida. The position is still hybrid: expect 1-2 days a week to be in the office, 2-3 days a week at home.
- Security Requirements
- Must be a U.S. Citizen.
- Must be eligible for a U.S. SECRET security clearance with Special Access Program Eligibility.
Preferred Qualifications
- Education Requirements:
- Master’s degree in Data Storage
- 6+ years of hands-on experience working in the DoD developing and optimizing autonomous systems for aircraft
- Technical Requirements:
- Experience working projects related to national security for one or more government agencies.
- Interdisciplinary background, with evidence of continual learning.
- Security Requirements
- An active U.S. SECRET security clearance with Special Access Program Eligibility.
EpiSci is proud to be an equal opportunity and affirmative action employer. We are committed to equal employment opportunity regardless of race, color, religion, sex, sexual orientation, age, marital status, disability, gender identity or Veteran status. We value our differences and we’re excited to learn what you can add to our team.
Don't meet every single requirement? At EpiSci, we're committed to building a diverse, inclusive, and authentic workforce, so if you're excited about this role but your previous experience doesn't align perfectly with every qualification, we encourage you to apply anyway! You may be the perfect candidate for this or another role at EpiSci.