We are seeking a Senior Deep Learning to design and implement advanced ML algorithms powering core capabilities across a portfolio of next-generation sequencing and genomic analysis platforms. From high-throughput sequencing systems to real-time genomic pipelines, you will help develop intelligent solutions that translate massive, multimodal data into actionable insights.
Key Responsibilities:
Develop and deploy ML algorithms across a range of domains, including image processing, sequencing output, and multi-omics data.
Implement algorithms in Python and modern C++, optimizing for speed and scalability across edge, server, and cloud environments.
Analyze and debug ML model performance, with a focus on explainability, edge cases, and high-accuracy optimization.
Collaborate with cross-functional teams spanning software, bioinformatics, hardware, and imaging to build integrated, validated solutions.
Contribute high-quality code, tests, and documentation aligned with robust software development and product delivery practices.
Support deployment across a diverse infrastructure, including FPGA, GPU, and cloud-based systems.
Qualifications and Experience:
Master’s or PhD in Machine Learning, Computer Science, Applied Math, or a related technical field.
2+ years of experience in ML-focused product development, preferably involving large-scale data pipelines or bioinformatics tools.
Proficiency with ML frameworks such as PyTorch, TensorFlow, or XGBoost, and strong coding skills in Python and modern C++.
Experience with numerical optimization, image analysis, and high-performance computing (HPC or parallelized systems).
Solid understanding of machine learning lifecycle: from prototyping to validation, deployment, and debugging in production.
Can this role be interesting for you or anyone you know? If so, please send your CV and contact information to d.sonneveld@panda-int.com, and we will be in touch for a conversation.
Position: Senior Deep Learning Engineer (NGS) Location: San Diego Contract: Permanent Start Date: By agreement