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Ai Reliability Engineer Jobs in Alabama (NOW HIRING)

We prioritize explainability, reliability, and rigor in our work, and are seeking an AI/ML Engineer who shares these values. If you're passionate about applying AI/ML to complex problems and driving ...

We prioritize explainability, reliability, and rigor in our work, and are seeking an AI/ML Engineer who shares these values. If you're passionate about applying AI/ML to complex problems and driving ...

Job Title AI PIPELINE ENGINEER Location Huntsville, AL 35806 US (Primary) Category Engineering Job ... scalability, reliability, and security. • Collaborate with cross-functional teams to identify ...

Digital AI Development Engineer

Huntsville, AL · On-site

$49 - $67.25/hr

... scalability, reliability, and security * Collaborate with cross-functional teams to identify ... Strong programming skills in Python or similar languages, with a focus on AI and data processing ...

The AI Legal Engineer is responsible for partnering with subject matter experts to design, build ... Build and execute evaluation frameworks to measure workflow quality, accuracy, and reliability ...

Digital AI Development Engineer

Huntsville, AL · On-site

$90K - $124K/yr

... reliability, and securityCollaborate with cross-functional teams to identify requirements and deliver AI solutions tailored to business needsOptimize AI workflows for performance and efficiency ...

The architect modernizes CI/CD, DevSecOps, MLOps, Kubernetes, and AI engineering capabilities while ... , platform, or automation experience. * 5+ years in cloud architecture, DevSecOps, or platform ...

Data, Analytics & AI Engineer

Birmingham, AL

$107K - $128K/yr

Data, Analytics & AI Engineer Help Build the Future of Data, Analytics & AI Are you passionate ... Ensure high levels of data quality, performance, governance, and reliability. Help establish best ...

The architect modernizes CI/CD, DevSecOps, MLOps, Kubernetes, and AI engineering capabilities while ... , platform, or automation experience. * 5+ years in cloud architecture, DevSecOps, or platform ...

Advise on AI engineering considerations such as latency, reliability, observability, testability, guardrails, data flow, and system integration. * Evaluate and compare modern AI frameworks, agentic ...

Showing results 21-40

Ai Reliability Engineer information

What are the key skills and qualifications needed to thrive as an AI reliability engineer, and why are they important?

To thrive as an AI Reliability Engineer, you need a solid background in computer science or engineering, expertise in AI/ML concepts, and experience with software testing and reliability methodologies. Familiarity with tools like TensorFlow, PyTorch, CI/CD pipelines, and reliability testing frameworks, along with certifications in cloud platforms (e.g., AWS Certified Machine Learning), is highly valuable. Analytical thinking, problem-solving abilities, and strong collaboration skills set top performers apart in this role. These skills ensure robust, dependable AI systems that meet performance standards and maintain trust in critical applications.

What is the difference between Ai Reliability Engineer vs Data Scientist?

AspectAi Reliability EngineerData Scientist
Required CredentialsBachelor's or master's in CS, engineering, or related; certifications in AI/MLBachelor's or master's in CS, statistics, or related; certifications in data analysis or ML
Work EnvironmentTech companies, AI-focused teams, engineering departmentsResearch labs, tech firms, analytics teams
Employer & Industry UsageAI product development, machine learning systems, reliability testingData analysis, predictive modeling, business insights

While both roles involve AI and ML, Ai Reliability Engineers focus on ensuring AI system robustness and uptime, whereas Data Scientists analyze data to generate insights and models. The roles often collaborate but serve different primary functions within AI projects.

What is an AI reliability engineer?

AI Reliability Engineers are professionals responsible for ensuring that artificial intelligence systems function reliably, safely, and effectively over time. They work on monitoring AI models in production, identifying and mitigating potential failures, and improving the robustness of AI systems. Their tasks often include testing, validation, performance monitoring, and implementing best practices for maintaining AI infrastructure. By focusing on reliability, they help organizations deploy AI solutions that are dependable and trustworthy in real-world environments.

What are some common challenges AI reliability engineers face when ensuring model robustness in production environments?

Ai Reliability Engineers often encounter challenges such as monitoring AI model performance for drift or unexpected behavior, managing data quality issues, and implementing automated alerting systems for anomalies. In production, it's crucial to ensure that AI models operate consistently and remain reliable under varying conditions and data inputs. Collaborating closely with data scientists, software engineers, and DevOps teams is essential to address these challenges and to continuously improve model reliability and uptime.
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AI/ML Engineer

Starfish

Redstone Arsenal, AL • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 12 days ago


Job description

Torch Technologies

Thank you for your interest in employment with Torch Technologies. We are a 100% employee-owned, Certified Great Place To Work and named Best Places to Work in Huntsville/Madison County, headquartered in Huntsville, AL. Our team provides superior research, development, and engineering services to the Federal Government and Department of War. As one of the nation's top 100 defense companies, the services we provide directly support the men and women who serve our country. Our corporate mission sums up the pride our employee-owners take in the work we do: "Lighting the Pathway of Freedom". And, as a Certified Evergreen ESOP, we have made the commitment to grow and sustain our company for the next 100 years! Come grow with us!

Torch Technologies is seeking a highly analytical and mathematically minded Artificial Intelligence/Machine Learning (AI/ML) Engineer to join our AI/ML team. The candidate will support the Missile Defense Agency's (MDA) Ground Test scenario design team. Our team is comprised of scenario design engineers, software developers, sys admins, and the AI/ML team. We work together to produce test scenarios that provide data for decisions on the MDSdevelopment and readiness. Our AI/ML team develops models and tools that enhance our design process, enabling us to "Go Fast, Think Big".

The team is committed to developing solutions that are grounded in a deep understanding of the underlying algorithms, data, and systems. We prioritize explainability, reliability, and rigor in our work, and are seeking an AI/ML Engineer who shares these values. If you're passionate about applying AI/ML to complex problems and driving technical innovation, this role offers a unique opportunity to make a meaningful impact.

As an AI/ML Engineer, your duties will include the following, but are not limited to:

  • Design, develop, and deploy machine learning models to support mission-critical objectives.

  • Analyze and optimize model performance, identify areas for improvement, and implement data-driven solutions.

  • Collaborate with cross-functional teams to integrate machine learning solutions into existing systems and workflows.

  • Develop and maintain scalable, high-quality code using Python and related technologies.

  • Research and apply emerging AI/ML technologies, frameworks, and methodologies to drive innovation.

  • Critically evaluate machine learning systems, including model assumptions, explainability, and potential biases.

  • Contribute to best practices, technical standards, and methodologies for AI/ML development and deployment.

  • Support technical documentation, reporting, and presentation of findings to internal and external stakeholders.

Required Qualifications

  • U.S. Citizenship.

  • Bachelor's Degree or higher in Mathematics, Computer Science, Computer Engineering, Physics, Data Science, or related STEM field.

  • 5+ years of relevant experience developing AI/ML models and machine learning solutions.

  • Ability to obtain and maintain a Secret security clearance

  • Experience with machine learning frameworks such as PyTorch and advanced modeling strategies.

  • Strong analytical, critical thinking, and problem-solving skills.

  • Ability to work independently and collaboratively in a team environment.

  • Excellent written and verbal communication skills with the ability to explain complex technical concepts clearly.

  • Experience supporting defense, engineering, scientific computing, or technical mission environments.

Preferred Qualifications

  • Experience supporting DoW or Federal programs.

  • Familiarity with structured data analysis, simulations, or scientific computing environments.

  • Experience applying AI/ML solutions to complex real-world problems.

  • Interest or experience in explainable AI, interpretable modeling, or advanced AI techniques.

  • Experience working with cross-functional engineering and technical teams.

  • Strong technical documentation, briefing, and reporting experience.

  • Strong self-directed learning skills with the ability to independently research and synthesize advanced technical concepts.

  • Experience with state-of-the-art agentic coding architectures and tools.

Schedule: M-F; 8-5

Work Location: Huntsville, AL

Travel: Yes, 0%-10%

Relocation Assistance Available: No

Position Contingent Upon Award of Contract: No

#LI-DK1


Benefits:

Torch Technologies is proud to offer a stable and professional work environment, a competitive salary, and an excellent, comprehensive benefit package including: ESOP participation, 401(k) match, medical, dental, vision, life insurance, short-term disability, long-term disability, flexible spending accounts, Health Saving Accounts and Health Reimbursement Accounts, EAP, education assistance, paid time off, and holidays.

Applying to Torch Technologies:

Only those candidates invited for an interview will be contacted. Employment at Torch Technologies is contingent upon the successful completion of a comprehensive background check.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. Torch Technologies, Inc. participates in E-Verify.

If you are a qualified individual with a disability or a disabled veteran, you have the right to request a reasonable accommodation if you are unable or limited in your ability to use or access Careers Link as a result of your disability. You can request reasonable accommodations by sending an email to HR@torchtechnologies.com. Thank you for your interest in Torch Technologies.