Search for Machine Learning Engineer roles in Huntsville, AL, requiring an active Secret clearance, with a focus on reinforcement learning and deep learning, for full-time positions.

Okay, I've searched for Machine Learning Engineer roles in Huntsville, AL that require an active Secret clearance, focus on reinforcement learning and deep learning, and are full-time positions. I found 45 positions that match your criteria.

Machine Learning Engineer

Huntsville, AL

Secret

reinforcement learning

deep learning

Full Time

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The role of the Machine Learning - AI Engineer at SAIC is fundamentally about applying advanced AI and machine learning techniques to support the development and operationalization of uncrewed aerial systems within a multi-disciplinary team. This engineer is expected to design tailored deep learning architectures, advise on system acquisitions, and contribute to integration strategies, indicating a need for a blend of technical expertise and collaborative skills. Candidates will face challenges such as ensuring that AI/ML models are effective in real-world situations, meeting critical mission requirements, and navigating potentially complex technical and operational environments. Success in this role will likely entail delivering robust machine learning solutions that not only meet specific operational needs but also adapt as new technologies and methodologies emerge. It will require a proactive stance on research and an agile approach to problem-solving, particularly in how these models can be applied to enhance system performance and mission outcomes.

Company Analysis:

SAIC operates within the defense and technology space, positioned as a trusted advisor for mission-critical systems. Its Fortune 500 status and substantial annual revenue reflect a stable yet innovative environment, likely making the company a leader in providing advanced solutions. The culture appears to be driven by mission and purpose, emphasized by a strong focus on technology integration for national imperatives. For the Machine Learning - AI Engineer, this means working in a fast-paced, collaborative environment, requiring adaptability and strong interpersonal skills. The organization likely values innovation and agility, as evidenced by the emphasis on emerging technologies and responsiveness to industry trends. The role fits within a broader organizational context that demands a deep understanding of both technical and operational nuances, implying high visibility and interaction with senior leadership in decision-making processes. This position is strategic; it’s not just about filling a vacancy but is crucial for the company’s trajectory in enhancing its technological capabilities in key operational areas.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Describe a project where you applied machine learning to a real-world problem. What challenges did you face, and how did you overcome them?
Can you give an example of a time when you had to explain complex machine learning concepts to non-technical stakeholders? How did you ensure clarity?
Tell me about a situation where you had to adapt your approach to a project based on new information or changing requirements. What was the outcome?
How do you prioritize tasks when working on multiple projects with competing deadlines?
What is your experience with deep learning architectures, and how have you tailored them to meet specific needs in past projects?
Explain your understanding of reinforcement learning and provide an example of how you have implemented it in a past project.
Describe your approach to evaluating the effectiveness of a machine learning model. What metrics do you consider most important?
Suppose you discover that a machine learning model you've developed is underperforming. What steps would you take to identify and resolve the issue?
Imagine you are given an ambiguous project with unclear objectives. How would you approach this challenge to ensure you meet key mission requirements?
What interests you about working at SAIC, and how do you see your skills aligning with the company's mission?
How do SAIC's values resonate with your own professional ethos and working style?
What specific contributions do you believe you can make to the team, given the challenges SAIC faces in advancing technology in the defense sector?
Could you ask the interviewers about upcoming projects that are a priority for the company?
What opportunities for professional development does SAIC provide for its employees, particularly in cutting-edge fields like AI and machine learning?

Job Details

Overview Company

Machine Learning Engineer

SAIC

a day ago

Highlight

OnsiteFull-time9+ yearsSenior

Summary

SAIC is seeking a Machine Learning - AI Engineer to join their team in Huntsville, AL. The role involves supporting the Launched Effect Uncrewed Aerial Systems for the Aviation and Missile Command’s Technology Development Directorate.

About the Role

As a Machine Learning - AI Engineer, you will work with a multi-disciplinary team to develop tailored deep learning architectures, oversee system acquisitions, and contribute to integration, verification, and validation strategies. You will participate in technical exchange meetings, prepare and present technical papers, and oversee the deployment and operations of AI/ML systems. The role requires independent and team-based advanced research to address critical mission requirements using emerging technologies.

About You

Required:

BS degree and nine years of professional experience; six years of experience in lieu of degree per the contract.
Active Secret clearance with the ability to obtain a TS eligibility.
Hands-on experience applying artificial intelligence and machine learning models, particularly in reinforcement learning, to real-world environments.
Strong background in at least two or more of the following areas: AI/ML algorithms, computations/statistical learning theory, scalable systems, large scale data analysis, optimization, functional analysis, and deep learning.

SAIC

SAIC® is a premier Fortune 500® mission integrator focused on advancing the power of technology and innovation to serve and protect our world. Our robust portfolio of offerings across the defense, space, civilian and intelligence markets includes secure high-end solutions in mission IT, enterprise IT, engineering services and professional services. We integrate emerging technology, rapidly and securely, into mission critical operations that modernize and enable critical national imperatives.

We are approximately 24,000 strong; driven by mission, united by purpose, and inspired by opportunities. Headquartered in Reston, Virginia, SAIC has annual revenues of approximately $7.5 billion.

Huntsville, AL