Machine Learning Engineer – Contractor
Tech Holding
contract
Posted on:
Location Type: Remote
Location: Mexico
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About the role
- Design, develop, and deploy machine learning models for threat detection, narrative analysis, and anomaly identification across large-scale datasets.
- Build and optimize NLP pipelines for analyzing text data from diverse sources, including social media, news, and other digital platforms.
- Collaborate with data engineers to develop scalable ML infrastructure and pipelines that process millions of data points in real-time.
- Research and implement state-of-the-art techniques in natural language processing, including transformer-based models and large language models.
- Develop models for detecting coordinated inauthentic behavior, bot networks, and influence operations.
- Work closely with product and research teams to translate business requirements into technical solutions.
- Monitor model performance, conduct A/B testing, and continuously improve model accuracy and efficiency.
- Contribute to the team's engineering best practices, including code reviews, documentation, and knowledge sharing.
Requirements
- 5+ years of professional experience in machine learning engineering or a related role.
- Strong proficiency in Python and ML frameworks such as PyTorch, TensorFlow, or JAX.
- Deep expertise in NLP, including experience with transformer architectures, embeddings, and text classification.
- Experience building and deploying ML models in production environments.
- Proficiency with cloud platforms (AWS, GCP, or Azure) and MLOps tools.
- Strong understanding of data structures, algorithms, and software engineering principles.
- Experience with large-scale data processing frameworks (Spark, Dask, or similar).
- Bachelor's or Master's degree in Computer Science, Machine Learning, or a related field (or equivalent experience).
Benefits
- Remote Work Opportunities
- Flexible Work Hours
- Professional Development Opportunities
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningnatural language processingPythonPyTorchTensorFlowJAXdata structuresalgorithmslarge-scale data processingmodel deployment
Soft skills
collaborationcommunicationproblem-solvingknowledge sharingcode reviews
Certifications
Bachelor's degree in Computer ScienceMaster's degree in Machine Learning