Senior AI Machine Learning Research Engineer

SA Photonics, a CACI Company; Florham Park (NJ); On-site; USD 113,000 - 238,000; Full time

Job summary

SA Photonics, a CACI Company, seeks a Senior AI and Machine Learning Research Engineer in Florham Park, NJ. The role involves developing innovative algorithms for complex challenges in computer vision, signal processing, and networking, along with supervising software development and contributing to new business opportunities in the defense sector.

Benefits

$1,000 referral bonus

Comprehensive benefits package

Opportunities for learning and development

Qualifications

• Master’s degree and at least 4 years of experience.
• Experience with computer vision and networking algorithms.
• Strong background in machine learning and statistics.

Responsibilities

• Develop and justify algorithms for network-based image processing.
• Supervise software subsystems while adhering to best practices.
• Act as a technical leader during proposal development.

Skills

Machine Learning

Computer Vision

Statistics

Image Compression

Signal Processing

Python

C++

Linux

Education

Master’s degree in computer science, computer engineering, or machine learning

Ph.D. in computer science, computer engineering, or machine learning (desired)

Job description

Senior AI Machine Learning Research Engineer

Senior AI Machine Learning Research Engineer

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Job Description

CACI has an exciting new opportunity in Florham Park, NJ for a Senior AI and Machine Learning Research Engineer. Apply machine learning, statistics, and image/video compression knowledge to develop algorithms to solve challenging problems in computer vision, signal processing, and computer networking domains. Research and develop innovative capabilities that incorporate machine learning and other advanced concepts that perform 3D scene reconstruction, point cloud processing, pose estimation, perspective analysis, object detection, motion tracking, object feature matching and relationship analysis. Develop and/or implement novel adaptive image processing, sensor fusion, object re-identification, 3D modeling and simulation, and synthetic data generation algorithms for custom applications. Develop machine learning and statistics-enabled software capabilities and applications to be integrated into larger hardware and software systems.

Job Profile

Research Science T4

JR Type

Funded

Job Category

Engineering

Minimum Clearance Required To Start

None

Percentage Of Travel Required

Up to 10%

Type Of Travel

Continental US, Local

Program/Opportunity Name

Program | ACCESS

Referral Bonus Plan

$1,000

* * *

Job Description

CACI has an exciting new opportunity in Florham Park, NJ for a Senior AI and Machine Learning Research Engineer. Apply machine learning, statistics, and image/video compression knowledge to develop algorithms to solve challenging problems in computer vision, signal processing, and computer networking domains. Research and develop innovative capabilities that incorporate machine learning and other advanced concepts that perform 3D scene reconstruction, point cloud processing, pose estimation, perspective analysis, object detection, motion tracking, object feature matching and relationship analysis. Develop and/or implement novel adaptive image processing, sensor fusion, object re-identification, 3D modeling and simulation, and synthetic data generation algorithms for custom applications. Develop machine learning and statistics-enabled software capabilities and applications to be integrated into larger hardware and software systems.

Responsibilities

• Develop and justify the performance of algorithms that implement novel, network-based image processing capabilities.
• Perform extensive detailed modeling and simulation, including quantifying the relative impact of candidate solution architectures.
• Supervise development of standalone applications and/or major software subsystems and components while adhering to software best practices.
• Develop detailed technical plans with tasks, schedule, and labor estimates.
• Develop automated tests to rigorously test and evaluate algorithms and software capabilities.
• Act as a technical leader during proposal development and project execution.
• Develop customer relationships, pursue new business opportunities, and formulate novel concepts to address national security problems as part of customer outreach and proposal development.
  
  

Qualifications

Required:

• Master’s degree in computer science, computer engineering, or machine learning and at least 4 years’ experience.
• Experience developing computer vision and networking algorithms, protocols, and software applications.
• Strong background in machine learning and statistics.
• Significant experience with Python and C++.
• Comfortable using Linux operating systems and commonly used Linux utilities.
• Some advanced knowledge of computer networking, including TCP/IP networking/OSI model, routing algorithms, Linux networking utilities and interfaces.
• Knowledge and experience with 3D edge object identification, tracking, and inference.
• Experience with computer vision frameworks, software & environments.
• Ability to anticipate strengths and weaknesses of software solutions and perform simulation, testing, and evaluation to quantitatively compare alternative approaches.
• Ability to effectively articulate research and development outcomes to senior staff and customers and act as a technical representative of the team.
• Excellent oral and written communications skills.
• Demonstrated effectiveness in leading, organizing, and executing technical efforts.
• Must be a US Citizen with the ability to obtain, maintain and/or transfer the required security clearance as dictated by the contract
  
  

Desired

• Ph.D. in computer science, computer engineering, or machine learning.
• Experience applying machine learning to signal processing and/or other time-series data analysis applications.
• Experience with probabilistic generative modeling and Bayesian inference.
• Knowledge of or experience with information theory, probability theory, parametric and non-parametric statistical tests.
• Familiarity with concepts and techniques associated with adversarial AI and AI/ML assurance.
• Active Secret or Top Secret clearance preferred.
  
  

Pay Range: There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits. Learn more here.

The Proposed Salary Range For This Position Is

$113,200 - $237,800

CACI is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, age, national origin, disability, status as a protected veteran, or any other protected characteristic.

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Job function

  Engineering and Information Technology

• Industries

  Defense and Space Manufacturing

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