8 дней назад
Translational AI Engineer (Generative AI)
139 100 - 231 900$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Translational AI Engineer (Generative AI): Building durable, evaluated AI/ML systems for scientific and clinical workflows with an accent on generative AI, agentic systems, hybrid RAG, predictive modeling, and production infrastructure. Focus on hardening AI-assisted prototypes, designing evaluation harnesses, building ETL and database foundations, and deploying reliable tools for translational science.
Location: Cambridge, Massachusetts, United States; hybrid role requiring onsite work an average of 2.5 days per week and residence within commuting distance.
Annual base salary: $139,100–$231,900, plus a 17.5% bonus target and eligibility for a share-based long-term incentive program.
Company
develops medicines and conducts pharmaceutical research across scientific, clinical, and translational domains.
What you will do
- Design and build production-quality AI/ML systems for recurring scientific and clinical workflows, including generative AI, agentic systems, predictive models, foundation models, hybrid RAG, and fine-tuned architectures.
- Evaluate and harden AI-assisted prototypes by identifying technical and scientific failure modes before wider deployment.
- Build the data platform, ETL pipelines, databases, integration layers, cloud infrastructure, containerization, and CI/CD foundations supporting internal AI tools.
- Promote tools from alpha to beta, define production-readiness criteria, and create evaluation harnesses using scientific and clinical benchmarks.
- Assess commercial AI/ML and GenAI tools against internal builds, considering capability, cost, security, scientific fit, and workflow readiness.
- Develop SOPs, reference architectures, hardened primitives, and benchmark harnesses while collaborating with computational biologists, immunologists, biologists, and clinicians.
Requirements
- PhD with 1+ years of experience, Master’s degree with 5+ years of software or ML engineering experience, or Bachelor’s degree with 6+ years of experience shipping AI/ML systems for scientific applications.
- Hands-on experience building AI/ML systems beyond prompt wrapping and evaluating, debugging, and hardening AI-assisted codebases.
- Strong Python engineering skills and experience with modern AI/ML tools, model APIs, prompt engineering, hybrid RAG, fine-tuning, predictive modeling, and evaluation tooling.
- In-depth database and ETL experience, plus hands-on cloud infrastructure and deployment experience with AWS, GCP, or Azure, containerization, and CI/CD.
- Working literacy in immunology, biology, translational research, or clinical workflows, with experience building evaluation harnesses and performing error analysis.
- Candidates must have permanent authorization to work in the United States. U.S. work visa sponsorship is not available.
Nice to have
- Experience with TypeScript and React for internal dashboards and visual analytics.
- Experience in immunology, inflammation, pharma or biotech R&D, or multi-omics data such as RNA-seq, proteomics, GWAS, spatial transcriptomics, or single-cell data.
- Familiarity with biological foundation models such as scGPT, Geneformer, ESM, or AlphaFold.
- Production enterprise software experience involving security, compliance, auditability, and uptime requirements.
- Strong open-source or publication record in applied ML systems, evaluation methodology, or computational immunology.
Culture & Benefits
- Collaborative work with computational biologists, immunologists, biologists, clinicians, and Digital teams.
- Benefits include a 401(k) plan with matching contributions and an additional retirement savings contribution.
- Paid vacation, holidays, personal days, caregiver and parental leave, and medical leave.
- Medical, prescription drug, dental, and vision coverage.
- Relocation assistance may be available based on business needs and eligibility.
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