Search for Machine Learning Engineer roles in the Austin area, requiring 2+ years of experience, with a focus on cybersecurity or computer vision, and proficiency in Python. I also prefer companies that offer vision insurance.

Okay, I've searched for Machine Learning Engineer roles in the Austin area, requiring 2+ years of experience, focusing on cybersecurity or computer vision, with proficiency in Python, and companies that offer vision insurance. I found 48 positions that match your criteria.

Machine Learning Engineer

Austin, Texas Metropolitan Area

2 years + Experience

Computer Vision

Python

Vision Insurance

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

Sure. Here's the analysis:

Job Analysis:

The role of a Machine Learning Engineer at Aim4Hire is fundamentally about leveraging cutting-edge technology to advance digital content authentication and deepfake detection solutions. This involves a comprehensive responsibility for the entire model development lifecycle—from initial prototyping to deployment and monitoring of models in a production environment. Key responsibilities like model development and evaluation emphasize the necessity for candidates to not just possess technical expertise in machine learning but also to have a knack for problem-solving and adaptability, given the ever-evolving nature of technology in cybersecurity and computer vision. One can expect to tackle complex challenges, such as ensuring robust model accuracy, deploying these models seamlessly with existing systems, and refining them based on real-world data. Success in this role will be marked by the candidate's ability to collaborate effectively with cross-functional teams, iterate on designs based on performance metrics, and ultimately contribute to enhancing the reliability of critical digital integrity solutions.

Company Analysis:

Aim4Hire is positioned within the dynamic landscape of tech-focused recruitment, serving high-growth VC-backed startups, which inherently suggests a fast-paced and innovation-driven culture. The company prioritizes high-quality partnerships across various hot sectors, which implies that candidates must be agile and adaptable in their approach. Given the emphasis on being the go-to recruiting force, the expectations are for employees to be deeply committed and willing to outwork competitors—an ethos that likely permeates the working environment. This specific role fits into a larger framework where machine learning solutions are key to delivering promising candidates to their clients, thereby enhancing the company's value proposition. The collaborative nature of the team, comprised of research scientists and software engineers, indicates a flat organizational structure that values input from all levels, creating opportunities for visibility and influence within the company. This role aligns with Aim4Hire's strategic goals of pushing the envelope in tech innovation and providing cutting-edge solutions, further emphasizing the importance of staying ahead in knowledge and execution.

Mock up some interview questions based on the job description.

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

Tell me about a time when you developed a machine learning model that faced unexpected challenges during deployment. How did you address those challenges?
Can you describe a situation where collaboration with different teams improved the outcome of a project? What role did you play?
Share an experience where you had to balance achieving high model accuracy with time constraints. How did you manage that?
How would you improve the performance of a machine learning model that has been underperforming despite good initial results?
What strategies do you employ to ensure the robustness and reliability of a machine learning model before it’s deployed?
Explain your process for optimizing the training of a machine learning model. What factors do you take into consideration?
How would you approach the deployment of a new machine learning model that must integrate with existing systems?
Imagine you are tasked with reproducing a new research paper's findings to enhance your current model. What steps would you take to ensure success?
You receive negative feedback about your deployed model's performance based on customer input. How would you address this issue?
Why are you interested in working at Aim4Hire particularly, and how do you see yourself contributing to our mission?
How do you stay current with the latest developments in machine learning and its applications, especially in cybersecurity and computer vision?
What values or principles guide your work as a Machine Learning Engineer?

Job Details

Overview Company

Machine Learning Engineer

Aim4Hire

12 days ago

Highlight

HybridFull-time2+ yearsMid

Summary

Aim4Hire is seeking a Machine Learning Engineer to join their team in Austin, Texas. The role involves developing, deploying, and monitoring advanced machine learning models to enhance digital content authentication and deepfake detection solutions.

About the Role

As a Machine Learning Engineer, you will be responsible for designing and developing machine learning models, implementing and optimizing model training processes, evaluating models for robustness and reliability, deploying models to production environments, collaborating with research scientists and software engineers, reproducing new research methods, and monitoring models in production to refine outputs.

About You

Required:

Bachelor's or Master’s degree in Computer Science, or a related field.
2+ years of experience developing, training, and deploying machine learning models in support of commercial software applications.
Proficiency in programming languages such as Python and TypeScript.
Strong knowledge of machine learning algorithms and principles.
Expertise with machine learning frameworks such as PyTorch, Scikit-learn, TensorFlow, etc.
Strong understanding of statistical analysis, data mining, and data processing techniques.
Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud).
Familiarity with deploying scalable models using Docker, Kubernetes, and AWS SageMaker.
Experience with data visualization tools and techniques.
Excellent problem-solving skills and attention to detail.
Strong communication and collaboration skills.

Benefits

Competitive salary and stock options.
Comprehensive health, dental, and vision insurance.
Generous paid time off and company holidays.
Professional development opportunities.
Hybrid work environment, with 3 days per week expected in office in Austin, TX.

Aim4Hire

Aim4Hire is the go-to recruiting force behind the country’s top VC-backed startups. Born in Austin, we partner with high-growth disruptors across top startup markets to engage & land the best talent.

Our approach is laser-focused, highly personalized & built to deliver real results in real time. We work across the hottest sectors in tech: Computer Vision, Cybersecurity, FinTech, HealthTech, Energy, Robotics & more. If it’s cutting-edge, we’re already there!

No one will outwork us. No one will represent your brand better. We recruit like your growth depends on it — because it does.

Austin, TX