Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Senior AI Security Software Engineer
Pittsburgh, PA · On-site +1
$111K - $152K/yr
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Senior AI Security Software Engineer
Pittsburgh, PA · On-site +1
$111K - $152K/yr
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Senior AI Security Software Engineer
Pittsburgh, PA · On-site
$111K - $152K/yr
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Senior AI Security Software Engineer
Pittsburgh, PA · On-site
$111K - $152K/yr
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
AI Security Software Engineer
Pittsburgh, PA · On-site +1
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
AI Security Software Engineer
Pittsburgh, PA · On-site +1
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis) * Experience and knowledge in cybersecurity best practices
Research Intern on Generative and Protective AI for Content Creation
Erie, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Erie, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Philadelphia, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Philadelphia, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
West Chester, PA · On-site
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
West Chester, PA · On-site
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Pittsburgh, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Pittsburgh, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Allentown, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Allentown, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Bloomsburg, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Bloomsburg, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Harrisburg, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Harrisburg, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
West Chester, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
West Chester, PA · On-site +1
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Philadelphia, PA · On-site
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Research Intern on Generative and Protective AI for Content Creation
Philadelphia, PA · On-site
$50/hr
... audio signal processing. * Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch ) and visualization (e.g., TensorBoard
Audio Machine Learning information
See Pennsylvania salary details
$29.6K - $42.5K
16% of jobs
$48.4K is the 25th percentile. Wages below this are outliers.
$42.5K - $55.5K
19% of jobs
$55.5K - $68.4K
13% of jobs
The median wage is $69.9K / yr.
$68.4K - $81.3K
14% of jobs
$81.3K - $94.3K
10% of jobs
$100.2K is the 75th percentile. Wages above this are outliers.
$94.3K - $107.2K
6% of jobs
$107.2K - $120.2K
4% of jobs
$120.2K - $133.1K
5% of jobs
$133.1K - $146K
4% of jobs
$146K - $159K
8% of jobs
$159K - $171.9K
0% of jobs
$29.6K
$84.7K
$171.9K
How much do audio machine learning jobs pay per year?
What are the key skills and qualifications needed to thrive in audio machine learning?
To thrive in Audio Machine Learning, you need a strong background in machine learning, digital signal processing, and proficiency with programming languages such as Python or MATLAB, typically supported by a relevant degree in computer science, electrical engineering, or a related field. Familiarity with frameworks like TensorFlow or PyTorch, experience with audio libraries (e.g., Librosa), and knowledge of cloud computing tools are highly valued, as are certifications in AI or data science. Strong problem-solving skills, creativity, and effective communication are essential soft skills for success in this field. These skills are crucial for developing innovative solutions, collaborating across multidisciplinary teams, and addressing complex audio data challenges in real-world projects.
What does an audio machine learning do?
Professionals in Audio Machine Learning typically spend their days designing, developing, and optimizing machine learning models tailored to audio data, such as speech or music recognition systems. You may also preprocess large datasets, extract and engineer relevant features, and collaborate closely with data scientists, audio engineers, and software developers to integrate your work into larger applications. Regular tasks often include running experiments, evaluating model performance, tuning hyperparameters, and keeping up with the latest advancements in the field. Team meetings, code reviews, and presenting findings to stakeholders are also common parts of the workweek.
What is an audio machine learning?
An Audio Machine Learning job involves developing algorithms and models that analyze, process, and generate audio data. Responsibilities typically include working with speech recognition, music analysis, sound classification, and audio enhancement. Professionals in this field use deep learning, signal processing, and neural networks to improve audio-based applications like voice assistants, noise reduction systems, and music recommendation engines. They often work with datasets of speech, music, or environmental sounds to build models that understand and manipulate audio signals effectively.
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Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 14 days ago
Carnegie Mellon University rating
8.6
Based on 24 frontline employees who took The Breakroom Quiz
67th of 616 rated colleges and universities
Job description
The CERT Division of the Software Engineering Institute (SEI) is seeking applicants for the role of Assistant AI Security Software Engineer. Established in response to the Morris worm, CERT has been a leader in cybersecurity research, advancing the resilience of software systems and responding to sophisticated cyber threats. As AI becomes central to critical infrastructure, advancing its security and resilience offers a compelling opportunity to shape the future, impacting support of the national security mission.
Our team researches and develops tactics, techniques, and procedures necessary for the field of AI security. Our work includes experimental designs for large-scale AI security research programs, AI red teaming, and counter AI applications. Additionally, we work in generative AI and large language models, data visualization, security analysis of AI systems, and adversarial machine learning. We have access to a wide variety of cyber-related data, including malware samples, NetFlow data, cyber security training runs and tests, incident tickets, and more.
Artificial Intelligence Security Software Engineers at the SEI use software and machine learning engineering practices, data processing, and data analytics to help our researchers solve AI security challenges. In this role, you will work with our researchers and customers to develop machine learning based prototypes, products, and tools to solve and automate solutions to AI Security problems. You'll get a chance to work with elite AI and cyber security professionals and university faculty to build new technologies that will influence national AI and cyber security strategy for decades to come.
Key Responsibilities
- Develop machine learning-based prototypes, tools, and systems for AI security applications, demonstrating strong expertise in ML development and deployment
- Collaborate with researchers and stakeholders to design and execute experimental AI security solutions, communicating effectively across technical and non-technical audiences
- Apply software engineering best practices to build scalable, maintainable systems, grounded design principles
- Process and analyze large, diverse cybersecurity datasets (e.g., malware, NetFlow, incident data), using strong analytical and problem-solving skills
- Support AI red teaming and adversarial machine learning initiatives, applying an innovative and research-driven mindset
- Translate research concepts into practical, operational capabilities, with the ability to work independently and as part of a collaborative team
Minimum Qualifications
- BS in computer science, machine learning, cybersecurity, statistics, or related discipline.
- Understanding of software engineering principles and system design.
- Experience with containerization and microservices architectures.
- Travel to various locations to support the SEI's overall mission. This includes within the SEI and CMU community, sponsor sites, conferences, and offsite meetings on occasion (5%).
- You will be subject to a background check and will need to obtainandmaintainaDepartment of War (DoW) security clearance.
Preferred Qualifications
- Experience applying statistical modeling and advanced data analytics techniques
- Background in developing AI/ML solutions in real-world settings
- Familiarity with applied machine learning domains (e.g., natural language processing, computer vision, autonomy, audio analysis)
- Experience and knowledge in cybersecurity best practices
- Demonstrated ability to quickly learn and adapt to new technologies and domains
Why Join Us
- Contribute to a world-class organization with significant impact on software and national security
- Work with cutting-edge technologies alongside leading experts in AI, cybersecurity, and software engineering
- 8% employer retirement contribution (no employee contribution required)
- Tuition benefits for employees and their dependent children
- Flexible work arrangements and strong work-life balance
- Paid parental and military leave
- Professional development opportunities, including conference attendance and certifications
- Qualify for relocation assistance and so much more.
Joining the CMU team opens the door to an array of exceptional benefits.
Benefits eligible employees enjoy a wide array of benefits including comprehensive medical, prescription, dental, and vision insurance as well as a generous retirement savings program with employer contributions. Unlock your potential with tuition benefits, take well-deserved breaks with ample paid time off and observed holidays, and rest easy with life and accidental death and disability insurance.
Additional perks include a free Pittsburgh Regional Transit bus pass, access to our Family Concierge Team to help navigate childcare needs, fitness center access, and much more!
For a comprehensive overview of the benefits available, explore our Benefits page.
At Carnegie Mellon, we value the whole package when extending offers of employment. Beyond credentials, we evaluate the role and responsibilities, your valuable work experience, and the knowledge gained through education and training. We appreciate your unique skills and the perspective you bring. Your journey with us is about more than just a job; it's about finding the perfect fit for your professional growth and personal aspirations.
Are you interested in an exciting opportunity with an exceptional organization?! Apply today!
Location
Pittsburgh, PAJob Function
Software/Applications Development/EngineeringPosition Type
Staff - RegularFull Time/Part time
Full timePay Basis
SalaryMore Information:
Please visit "Why Carnegie Mellon" to learn more about becoming part of an institution inspiring innovations that change the world.
Click here to view a listing of employee benefits
Carnegie Mellon University is an Equal Opportunity Employer/Disability/Veteran.
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