🕒 yesterday
The Software Development Analyst II will analyze business requirements, design software architectures, and develop high-quality code while collaborating with cross-functional teams.
Academic Content Developer - ML Platform and Inference Engineer
🕒 23 days ago
DockerModalHugging Face HubScikit-learn
📜 Description
- Design module content, labs, a reference implementation, an evaluation harness, and an instructor guide.
- Build course artifacts to production standards.
- Ensure reproducibility with pinned dependencies and containers.
- Fine-tune classical ML and small foundation models.
- Ship containerized inference services to production.
- Manage multi-tenant serving in production environments.
🛠️ Requirements
- Masters Degree in Computer Science or related
- 5+ years shipping production software, including 2+ in production AI/ML
- Able to personally build the course artifact to production standard
- Public evidence of technical writing (docs, technical blog, open-source project)
- Reproducibility discipline (pinned dependencies, containers, seeded runs)
- Willing to hand over developed material to the program (course will be taught by others)
- Track record fine-tuning classical ML / small foundation models
- Experience shipping containerized inference services to production
- Experience with multi-tenant serving in production (routing, queueing, isolation)
- Track record in quantization and caching, with demonstrable serving cost reduction
✨ Benefits
- Remote work modality (home office).
- Joining a dynamic and growing organization with international reach.
Full job description
Jala University is an innovative initiative designed to bridge the gap between academia and industry by delivering practical education tailored to industry needs, with a unique educational model integrating experts from both academia and industry.
Our goal is to transform the economies of underserved regions through the software industry, creating professional opportunities that impact individuals, communities, and regions, while leaving a lasting legacy for future generations.
Requirements
We're looking for a content developers for its Master in AI Systems Engineering. You'll design module content, labs, a reference implementation, an evaluation harness, and an instructor guide.
Requirements
- Masters Degree in Computer Science or related
- 5+ years shipping production software, including 2+ in production AI/ML
- Able to personally build the course artifact to production standard
- Public evidence of technical writing (docs, technical blog, open-source project)
- Reproducibility discipline (pinned dependencies, containers, seeded runs)
- Willing to hand over developed material to the program (course will be taught by others)
- Track record fine-tuning classical ML / small foundation models
- Experience shipping containerized inference services to production
- Experience with multi-tenant serving in production (routing, queueing, isolation)
- Track record in quantization and caching, with demonstrable serving cost reduction
- Professional written English proficiency (test score, education in English, or work experience mainly in English).
- Proof of English proficiency (test score, education in English, or work experience mainly in English)
- Any extra proof of expertise, if available (publications, certifications, patents, training)
Tech Stack
Docker, Modal (CPU/T4/A10 and H100/A100), Hugging Face Hub, scikit-learn, PyTorch, vLLM, Prometheus, Grafana, Locust or k6
Benefits
- Remote work modality (home office).
- Joining a dynamic and growing organization with international reach.
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