高级数据科学家
Senior Data Scientist
位置:全远程,美国
职位类型:全职
资质要求:需要美国公民身份。候选人必须有资格获得并保持联邦适格性、政府颁发的PIV凭证和所需系统访问权限。
机会简介
TeamWorx Security 正在寻找一名高级数据科学家,参与联邦企业数据现代化项目,开发分析和人工智能能力。高级数据科学家将与业务团队、技术人员和政府利益相关者合作,将任务问题转化为分析方法,在受控的企业数据上构建和验证模型,并交付决策者可以采取行动并进行辩护的结果。
这项工作涵盖多个业务线,因此优先级会根据不同团队的需求而变化。此职位适合能够跨问题领域工作、快速学习新业务领域,并应用最适合利益相关者或最终用户问题的方法的人。
在此职位上取得成功需要主动性、责任感和清晰的沟通能力。您将在模糊环境中工作,提前识别需求或风险,而不是等待详细指导就推动工作进展。
您将负责的工作
- 与政府利益相关者和主题专家直接合作,将任务和业务问题转化为分析方法,在建模之前明确问题。
- 使用受控企业数据执行探索性分析和统计分析、预测建模、预测、情景分析和特征工程。
- 开发、验证和维护模型和人工智能驱动的分析能力,包括记录假设、定义和数据血缘关系,并确定输出是否准确、可解释且适用于所支持的决策。
- 使用 Databricks、BigQuery、Python 和 SQL 构建您工作依赖的分析数据集,当需要生产管道时与数据工程团队合作。
- 负责现有的分析产品、报告和利益相关者关系,持续改进它们的同时构建新的能力。
- 以可视化、仪表板、模型和书面分析的形式交付结果,使技术和非技术受众都能使用,并向利益相关者和管理层汇报发现。
- 我们认为您需要具备的条件
- 本科学位并有 12 年相关经验,或硕士学位并有 10 年相关经验,主修数据科学、统计学、数学、经济学、运筹学等相关专业
查看英文原文
Location: Fully Remote, United States
Position Type: Full-Time
Clearance: U.S. citizenship is required. The candidate must be eligible to obtain and maintain federal suitability, a government-issued PIV credential, and required system access.
The Opportunity
TeamWorx Security is seeking a Senior Data Scientist to develop analytical and AI-enabled capabilities on a federal enterprise data modernization effort. The Senior Data Scientist will work with business teams, technical staff, and government stakeholders to turn mission questions into analytical approaches, build and validate models on governed enterprise data, and deliver results decision-makers can act on and defend.
The work spans multiple business lines, so priorities shift as different teams need help. This role rewards someone who can move between problem domains, learn a new business area quickly, and apply the method that best fits the stakeholder's or end-user's question.
Success in this role requires initiative, ownership, and clear communication. You will work through ambiguity, identify needs or risks before they become problems, and move work forward without waiting for detailed direction.
What You'll Be Doing
- Translate mission and business questions into analytical approaches, working directly with government stakeholders and subject matter experts to define the problem before modeling it.
- Perform exploratory and statistical analysis, predictive modeling, forecasting, scenario analysis, and feature engineering using governed enterprise data.
- Develop, validate, and maintain models and AI-enabled analytical capabilities, including documented assumptions, definitions, and data lineage, and establish whether the outputs are accurate, explainable, and fit for the decision being supported.
- Build the analytical datasets your work depends on using Databricks, BigQuery, Python, and SQL, working with the data engineering team where production pipelines are required.
- Take ownership of existing analytical products, reports, and stakeholder relationships, sustaining and improving them while building new capabilities.
- Deliver results as visualizations, dashboards, models, and written analysis that technical and non-technical audiences can both use, and present findings to stakeholders and leadership.
What We Think You'll Need
- Bachelor's degree with 12 years of relevant experience, or a Master's degree with 10 years, in data science, statistics, mathematics, economics, operations research, computer science, engineering, or a related quantitative field.
- Demonstrated experience developing, validating, and documenting analytical models that informed real operational or business decisions.
- Strong applied statistics and machine learning fundamentals, including judgment about which method fits the problem.
- Proficiency in Python and SQL for analysis, modeling, and working with data at scale.
- Experience evaluating model performance and communicating uncertainty, limitations, and assumptions honestly to non-technical stakeholders.
- Hands-on experience working in Databricks as a practitioner: notebooks, SQL and PySpark for analysis, model development and tracking, AI features, or dashboards.
Nice to Have
- Prior experience supporting GSA, ideally within the Public Buildings Service, including an understanding of how PBS is organized, how its business lines operate, and where its data lives.
- Experience with Google Cloud Platform and BigQuery, along with familiarity with data governance and production support.
- Experience as the senior analytical voice on a team, setting methods, reviewing others' analysis, and mentoring less experienced analysts.
What’s in it for you?
These awesome perks: Comprehensive Health, Dental, & Vision Insurance, Short-Term Disability & Life Insurance, Matching 401(k) Contributions, Paid Time Off including 11 Holidays and your Birthday, Professional Development, Fitness Membership, and Home Office allocations, Performance Bonuses & Profit Sharing, & Employee Referral Bonuses. But wait, there's more: TeamWorx Security is committed to our teammates and their professional goals. Being a small but growing company affords us the opportunity to work WITH YOU to reach your full potential.
A Little About Us and Our Team
We love to be inspired. We started TeamWorx Security to build, create, and dream about what inspires us, and because of this, our Maryland startup is quickly growing. We are a team of data scientists, software engineers, researchers, product developers, and operation-minded folks who specialize in developing applications and products that our customers love. Our mission is to reinvent the way technical and non-technical people work with technology. We believe in creating harmonious, automated solutions designed to improve our customers’ daily workflow, allowing them to act quickly and decisively about what matters most. We are looking for critical thinkers who excel at solving problems and have a passion for what they do to help us move our mission forward. This is our story; come tell us your story.
At TeamWorx Security, Inc., we hold our values as guiding principles in all that we do and encourage our community to embrace and embody them. Our core values are putting our employees first, being curious, being authentic, being scrappy, and honoring those we serve. These values drive our company culture, decision-making, and operations.
Commitment to Our Talent Community
All qualified applicants will receive consideration for employment without regard to disability, veteran or military status, or any other basis prohibited by law.
Salary: $140,000 - $170,000Originally posted on Himalayas