2 часа назад
Staff Engineer, Machine Learning Life Sciences (AI)
148 530 - 204 250$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Engineer, Machine Learning Life Sciences (AI) (Python/AWS/MLOps): Building and operating production machine learning pipelines for genomic, phenotypic, and biological data with an accent on scalable deployment, model lifecycle management, and cross-disciplinary life sciences collaboration. Focus on training and validating neural network models, integrating foundation models and AI agents, and evaluating advanced sequence and network modeling approaches for crop improvement.
Location: Cambridge, Massachusetts, USA; flexible hybrid work with time split weekly between the office and remote work
Salary: $148,530–$204,250 per year, plus short-term incentive, long-term equity, and a one-time new-hire stock option grant
Company
is an agricultural biotechnology company developing predictive design and multiplex gene-editing technologies to improve seeds, crop productivity, and sustainability.
What you will do
- Build, deploy, maintain, and monitor production machine learning pipelines and infrastructure serving predictions at scale.
- Implement model versioning, monitoring, lifecycle management, and integrations with genomic, phenotypic, and biological data platforms.
- Use AWS and containerization technologies to integrate ML systems with research platforms.
- Partner with computational and experimental biologists to contextualize heterogeneous biological data and support research-critical modeling programs.
- Train and validate statistical and machine learning models, prototype new approaches, and assess production feasibility.
- Integrate third-party tools, foundation models, and AI agents while contributing to technical decisions, code reviews, and engineering standards.
Requirements
- MS or PhD in computer science, engineering, statistics, mathematics, computational biology, or a related field, or a BS with equivalent experience.
- 6+ years of machine learning engineering experience with a strong emphasis on production systems.
- Proven ability to deploy, maintain, and monitor ML models and pipelines at scale.
- Advanced scientific Python, including NumPy, Pandas, and scikit-learn, plus hands-on PyTorch and/or TensorFlow experience for training and deploying neural networks.
- Experience with AWS services including EC2, S3, and SageMaker; Docker; MLflow; and Airflow or an equivalent workflow orchestrator.
- Ability to collaborate with biologists and life scientists, translate between biological and ML perspectives, and communicate technical results across disciplines.
Nice to have
- Familiarity with genomic, transcriptomic, and proteomic data, biological file formats such as FASTA, GFF, VCF, and BAM, and DNA/RNA/protein sequence modeling.
- Knowledge of deep learning for biological sequences, including genomic transformers and protein language models.
- Experience with graph neural networks or network analysis tools such as networkx for modeling biological relationships.
Culture & Benefits
- Flexible hybrid work model with regular office presence in Cambridge.
- Medical coverage through PPO and HDHP plans with a company-funded HSA, plus dental and vision insurance.
- Flexible spending accounts, voluntary benefits, and a wellness program.
- 401(k) plan with company matching and flexible paid time off.
- Inclusive, cross-functional environment spanning computational biology, software engineering, crop science, and agriculture.
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