2 дня назад
Data Scientist (AI/ML)
114 088 - 133 117$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (AI/ML): Analyzing product and method data for biotechnology manufacturing using statistical tools, data visualization, pipelines, and machine learning with an accent on analytical method performance, process variation, and GMP activities. Focus on building predictive models, applying deep learning to protein structures, and solving complex data-analysis challenges across scientific, quality, and manufacturing teams.
Location: Cambridge, Massachusetts, United States; may telecommute.
Annual salary: $114,088–$133,117 USD, plus potential bonus, stock, and benefits.
Company
is a biotechnology company researching, manufacturing, and delivering medicines for serious illnesses across oncology, inflammation, general medicine, and rare disease.
What you will do
- Apply statistical trending, multivariate analysis, and engineering principles to product and method data.
- Develop visualizations to assess and improve analytical method performance using data analytics software.
- Collaborate with analytical scientists, process development scientists, engineers, quality organizations, QC, QA, and manufacturing teams.
- Investigate method issues and support GMP activities, including annual product reviews, regulatory inspections, and process documentation.
- Evaluate new technologies and statistical approaches for process and operational improvements.
- Apply machine learning methods to analyze datasets, including predictive analytics and protein-structure modeling.
Requirements
- Master’s degree or foreign equivalent in Data Science, Computer Engineering, or a related field.
- University-level coursework, research, internship, thesis, or one year of experience in the relevant areas.
- Experience with data analysis and visualization using Power BI and Tableau.
- Experience developing ETL data pipelines with Databricks, Snowflake, and Amazon Redshift.
- Knowledge of time-series analysis, statistical analysis, hypothesis testing, Python, and R.
- Knowledge of AI/ML methods including classification, regression, anomaly detection, deep learning, NLP, predictive analytics, and convolutional neural networks.
Culture & Benefits
- Collaborative, innovative, and science-based work environment.
- Comprehensive medical, dental, vision, life, disability, and flexible spending benefits.
- Retirement and savings plan with company contributions.
- Stock-based long-term incentives and discretionary annual bonus eligibility.
- Paid time-off plans and career development opportunities.
- Flexible work models, including remote and hybrid arrangements where possible.
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