77 Machine Learning Engineer Jobs in Austin, TX
Augment Jobs is Hiring a Machine Learning Engineer Near Austin, TX
Roles And Responsibilities
- Machine Learning Model Development:
- Design and develop machine learning models and algorithms to address business challenges and opportunities.
- Implement state-of-the-art machine learning techniques and frameworks to analyze and interpret large datasets.
- Optimize models for performance, scalability, and reliability in production environments.
- Data Preparation and Feature Engineering:
- Collect, preprocess, and clean data from various sources to build high-quality datasets for model training.
- Perform feature engineering and selection to enhance model accuracy and generalization capabilities.
- Collaborate with data engineers to ensure efficient data pipelines and data quality.
- Model Training and Evaluation:
- Train, validate, and test machine learning models using appropriate methodologies and metrics.
- Conduct experiments and iterate on models to improve performance and achieve desired outcomes.
- Implement model monitoring and evaluation strategies to ensure ongoing model accuracy and effectiveness.
- Deployment and Integration:
- Deploy machine learning models into production environments and integrate them with existing systems and applications.
- Collaborate with software engineering teams to implement scalable and efficient APIs and services for model inference.
- Ensure robustness, scalability, and security of deployed machine learning solutions.
- Collaboration and Communication:
- Work closely with data scientists, product managers, and stakeholders to understand business requirements and translate them into technical solutions.
- Communicate technical concepts, methodologies, and results to non-technical stakeholders in a clear and concise manner.
- Collaborate with cross-functional teams to drive the adoption of machine learning solutions and support ongoing improvements.
- Proven experience (X years) as a Machine Learning Engineer or similar role, with a strong background in machine learning, deep learning, and data science.
- Proficiency in programming languages commonly used in machine learning (e.g., Python, TensorFlow, PyTorch, scikit-learn).
- Solid understanding of machine learning algorithms, statistical models, and optimization techniques.
- Experience with data preprocessing, feature engineering, and model evaluation.
- Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies (e.g., Docker, Kubernetes).
- Strong analytical and problem-solving skills, with the ability to troubleshoot complex issues and drive solutions.
- Excellent communication and collaboration skills, with the ability to work effectively in a team environment.
- Bachelor’s degree in Computer Science, Engineering, Mathematics, or a related field; advanced degree (e.g., Master’s, PhD) in Machine Learning or Data Science is preferred.
- Passion for machine learning and artificial intelligence, with a desire to innovate and apply new technologies to solve real-world problems.
- Ability to thrive in a fast-paced, dynamic environment and adapt to evolving business requirements.
- Detail-oriented and results-driven, with a focus on delivering high-quality machine learning solutions that meet business objectives.
Job Summary
Full Time
$112k-138k (estimate)
06/29/2024
12/23/2024
The job skills required for Machine Learning Engineer include Computer Science, API, Python, AWS, Software Engineering, Kubernetes, etc. Having related job skills and expertise will give you an advantage when applying to be a Machine Learning Engineer. That makes you unique and can impact how much salary you can get paid. Below are job openings related to skills required by Machine Learning Engineer. Select any job title you are interested in and start to search job requirements.
The following is the career advancement route for Machine Learning Engineer positions, which can be used as a reference in future career path planning. As a Machine Learning Engineer, it can be promoted into senior positions as a Software Engineer IV that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Machine Learning Engineer. You can explore the career advancement for a Machine Learning Engineer below and select your interested title to get hiring information.
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