9 days ago
Responsibilities
- Design, develop, and optimize Transformer-based and other deep learning models.
- Evaluate AI architectures and recommend evidence-based improvements.
- Build reference implementations using PyTorch or JAX.
- Develop reproducible experiments and benchmark model accuracy, latency, and resource utilization.
- Fine-tune foundation models for telecommunications and enterprise use cases.
- Prepare datasets and evaluation pipelines with data scientists.
- Integrate machine learning models into production environments with software engineering teams.
- Identify performance bottlenecks and recommend optimization strategies.
- Document model designs, assumptions, and validation results.
- Support junior team members and contribute to shared engineering practices.
Requirements
- Bachelor's or master's degree in Computer Science, Electrical Engineering, AI, Machine Learning, or a related field.
- 6+ years of industry experience developing machine learning or AI solutions.
- Experience with PyTorch, JAX, or TensorFlow.
- Strong understanding of Transformer architectures, attention mechanisms, embeddings, and LLM fundamentals.
- Proficiency in Python and modern machine learning development workflows.
- Familiarity with model evaluation, experimentation, and performance analysis.
- Experience with Git and collaborative software development practices.
- Clear communication skills and ability to work effectively across teams.
- Preferred: experience with Generative AI and Large Language Models.
- Preferred: experience applying AI to wireless communications, networking, or telecommunications.
- Preferred: familiarity with Hugging Face, ONNX, MLflow, Ray, or similar machine learning tooling.
- Preferred: experience with distributed training or inference optimization.
- Preferred: knowledge of MLOps and CI/CD practices for AI systems.
Benefits
- Hybrid work arrangement requiring onsite work three days per week at the Ericsson office in Austin, Texas; relocation is not offered.
- Medical and dental plan options with company credits toward premiums.
- Ericsson US 401(k) plan with automatic company contributions and matching contributions.
- Basic life insurance, accidental death and dismemberment, and short- and long-term disability coverage.
- Stock Purchase Plan and financial wellness programs.
- Minimum of 15 vacation days, up to 3 personal days, 11 annual holidays, volunteer time, and annual sick time.
- Up to 16 weeks of paid maternity leave and 6 weeks of paid parental or adoption leave at 100% of pay.
- Educational assistance, matching gifts, and recognition programs.
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About Ericsson
Ericsson is a publicly traded telecommunications vendor that builds mobile network infrastructure (RAN, core, OSS/BSS), cloud platforms, and managed services for communications providers and enterprises. Founded in 1876 and headquartered in Kista, Stockholm, it supplies 5G systems to operators worldwide and owns Vonage, expanding network APIs and enterprise communications offerings.