数据科学家 III - 临时职位
Data Scientist III - Temporary
在Veracyte，我们为那些希望加入一个致力于改善全球癌症患者护理的先驱团队的人士提供令人兴奋的职业机会。在Veracyte工作，我们的员工不仅能对患者的生活产生有意义的影响，还能在一个以目标为导向的环境中学习和成长。这就是我们所说的Veracyte方式——它关乎我们如何在价值观的指引下协作，为临床医生提供他们需要的见解，帮助患者做出改变生命的决定。
我们的价值观：
- 我们寻求更好的方法：我们追求大胆的想法，拥抱复杂性，并不断前进。
- 我们实现目标：我们以紧迫感行动，以卓越交付，并总能找到方法。
- 我们团结一致：我们以同理心互动，围绕对Veracyte最有利的事物达成一致，并作为一个团队庆祝成功。
- 我们深怀关怀：我们以诚信、善良和尊重彼此出现。
职位描述：
我们正在寻找一位有才华且经验丰富的数据科学家III（合同制）加入我们的数据分析团队（DAT），作为Veracyte Inc.研发部门的一部分。该职位提供了与经验丰富的专业人士合作的机会，对世界上最大的癌症患者数据库进行人工智能/机器学习建模和分析，涵盖多平台数字病理学、基因组和临床结果数据。
该职位的主要目标是分析数百万条真实世界保险索赔和电子健康记录（EHR）数据，以定义临床治疗和结果。成功的候选人需要熟练掌握先进的数据提取、转换和加载（ETL）以及统计分析技术，将数据转化为有意义的洞察和故事。候选人还需要能够沟通并理解业务需求，识别相关数据，并据此进行处理和分析。具有学术写作经验和准备数据/图表用于论文的能力是该职位成功的关键。候选人还应能够设计图形来解释具有已知临床或基因组特征的AI模型。在临床和技术同行评审期刊或会议上发表过文章的候选人将非常受欢迎。理想的候选人对数据充满热情，渴望独立学习，并具备强大的分析、解决问题和讲故事的能力。
主要职责：
- 分析真实世界数据，识别各种临床和商业案例中的模式，包括治疗方案和结果等
查看英文原文
At Veracyte, we offer exciting career opportunities for those interested in joining a pioneering team that is committed to transforming cancer care for patients across the globe. Working at Veracyte enables our employees to not only make a meaningful impact on the lives of patients, but to also learn and grow within a purpose driven environment. This is what we call the Veracyte way – it’s about how we work together, guided by our values, to give clinicians the insights they need to help patients make life-changing decisions.
Our Values:
· We Seek A Better Way: We pursue bold ideas, embrace complexity, and keep pushing forward.
· We Make It Happen: We act with urgency, deliver with excellence, and always find a way.
· We Are Stronger Together: We engage with empathy, align around what's best for Veracyte, and celebrate as one team.
· We Care Deeply: We show up with integrity, kindness, and respect for one another.
The Position:
We are seeking a talented and experienced data scientist III (contractor) to join our Data Analysis Team (DAT), as part of the R&D group for Veracyte Inc. This position offers a unique opportunity to work with experienced professionals to carry out AI/ML modelling and analysis of the world’s largest database of cancer patients, encompassing multi-platform digital pathology, genomic and clinical outcome data.
The primary objective of this role is to analyze millions of records of real-world insurance claims and EHR data to define clinical treatments and outcomes. The successful candidate needs to be proficient in state-of-art data extraction, transformation and loading (ETL), and statistical analysis to convert data into meaningful insights and stories. The candidate will also need to communicate and understand business needs, identify relevant data, process and analyze data accordingly. Experience of academic writing and prepare data/figures for manuscript are necessary for success in this position. The candidate should also be able to design graphics to explain AI models with known clinical or genomic features. Strong track record of publishing in both clinical and technical peer-review journals or conferences is highly desired. The ideal candidate is passionate about data, eager to learn independently, and possesses strong analytical, problem-solving, and storytelling skills.
KEY RESPONSIBILITIES:
· Analyze real-world data to identify patterns for various clinical and business cases, including treatment patterns and management costs.
· Participate in Identifying key clinical events, such as cancer progression and treatments, using CPT, NDC, ICD codes, and structured database free text.
· Conduct statistical analysis and survival modeling for clinical events defined from real-world data.
· Ability to visualize findings from the data and summarize them in a coherent story.
· Support data scientists in developing digital pathology AI models
· Partner closely with bioinformaticians, statisticians, and medical experts in manuscripts.
Who You Are:
REQUIRED EXPERIENCE:
· PhD in Statistics, Data Science, or equivalent field. Or Master of 4+ years of relevant post-graduate experience
· Experience in working with real-world data of insurance claims and EHR records
· Expert in SQL and R or equivalent
· Strong skills with data clean-up, manipulation and visualization using tidyverse, ggplot in R or equivalent.
· Proficient in statistical analysis, especially in survival modelling and hypothesis testing (i.e., multivariate regression modelling with interaction effects).
· Experience working in cloud computing environments (AWS preferred).
· Demonstrated proficiency and attention to detail in summarizing and communicating findings from data.
· Ability to work effectively in a fast-paced and collaborative environment.
· Eagerness to learn new technologies and adapt to evolving requirements.
RELEVANT EXPERIENCE (preferred but not required):
· Experience with cloud platforms (e.g., AWS, Azure, Google Cloud Platform) is desirable.
· Knowledge of basic bioinformatics, genomics, and cancer biology
· Past research experience in urological oncology, bioinformatics, digital pathology, or relevant fields
· Research experience with developing AI models such as LLM, vision/time series foundation models.
LOCATION:
· This is a remote friendly position.
#LI-Remote
The final salary offered to a successful candidate will be dependent on several factors that may include but are not limited to years of experience, skillset, geographic location, industry, education, etc. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Pay range
$63—$72 USD
The final salary offered to a successful candidate will be dependent on several factors that may include but are not limited to years of experience, skillset, geographic location, industry, education, etc. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Pay to be determined by local market and candidate experience
$63—$72 USD
What We Can Offer You
Veracyte is a growing company that offers significant career opportunities if you are curious, driven, patient-oriented and aspire to help us build a great company. We offer competitive compensation and benefits, and are committed to fostering an inclusive workforce, where diverse backgrounds are represented, engaged, and empowered to drive innovative ideas and decisions. We are thrilled to be recognized as a 2024 Certified™ Great Place to Work® in both the US and Israel - a testament to our dynamic, inclusive, and inspiring workplace where passion meets purpose.
About Veracyte
Veracyte (Nasdaq: VCYT) is a global diagnostics company whose vision is to transform cancer care for patients all over the world. We empower clinicians with the high-value insights they need to guide and assure patients at pivotal moments in the race to diagnose and treat cancer. Our Veracyte Diagnostics Platform delivers high-performing cancer tests that are fueled by broad genomic and clinical data, deep bioinformatic and AI capabilities, and a powerful evidence-generation engine, which ultimately drives durable reimbursement and guideline inclusion for our tests, along with new insights to support continued innovation and pipeline development. For more information, please visit www.veracyte.com or follow us on LinkedIn or X (Twitter).
Veracyte, Inc. is an Equal Opportunity Employer and will consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status or disability status. Veracyte participates in E-Verify in the United States. View our CCPA Disclosure Notice
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