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Senior Data Scientist

已发布 2 几个月前

详情

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补偿
未披露
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工业
Financial Services
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时间承诺
全职
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公司规模
在501和1,000之间

职位描述

What You'll Do:

We are building the next generation of Data/Analytics and Machine Learning driven products and features for our B2B portfolio. We are looking for a Senior Data Scientist who understands and has executed the full Data Science & Machine Learning lifecycle to enable products and services. You will be able to engage with various functional SMEs to explore concepts, formulate exploratory analyses, develop models, and deploy production-grade ML Ops pipelines. You will have a strong handle on SQL, software engineering, statistical concepts, and Machine Learning tooling and infrastructure.

  • You can engage with various levels of SMEs (both Technical and Functional) to explain findings, build interactive demos/POCs to showcase concepts and take the concept to a production solution/product as ideas mature.
  • Collaborate with a variety of functional SMEs across various internal and external (product) domains to identify, explore and iterate on concepts to determine the feasibility and viability of solutions.
  • Formulate a systematic “funnel” methodology to efficiently iterate concepts via POCs, model benchmarking, data visualization, and explainability via Jupyter Notebooks/Streamlit POCs.
  • Design and Develop middleware/APIs for ML serving
  • Model building leveraging the latest techniques (Neural Networks as well as SciKitLearn)
  • Deploy models in a production-grade pipeline with proper monitoring (operational, data drift, etc)
  • Interface directly with product teams and SMEs to explore and iterate on funding and determine viability to productize. Explain findings to a non-technical audience. Strong communication skills are required.
  • As needed, lead other data scientists and team members to drive a highly efficient process with reusable assets to reduce overall time to model.
  • Coordinate with multiple internal and external teams and functions to build highly reusable data and UI/UX assets/components

What You'll Bring to the Team:

  • Bachelor’s Degree preferably in Computer Science, Engineering, or a similar discipline.
  • 5+ years of foundational Data Science and Software Engineering experience supporting production-grade enterprise systems leveraging Python, and SQL.
  • 3+ years experience with deep learning frameworks (Pytorch, Tensorflow) and LLM frameworks such as Langchain
  • 1+ years experience with Generative AI multi-modal LLMs for both base foundational use as well as training of LLMs for specific domain-specific use cases
  • 5+ years experience with a variety of Modeling techniques (classification, clustering, time series, tabular data, etc).
  • Experience working with cross-functional teams and junior data scientists, working with business stakeholders, and roadmap/project management.
  • Experience with K8s and containerized solutions is a plus.
  • Experience across structured and unstructured databases and data sets as part of data preparation/cleansing for exploratory and model analysis.
  • Familiarity with Docker/Kubernetes, Linux, Git, Jenkins, and modern CI/CD pipelines is a plus
  • Experience with Finance/Fintech space a plus

Target Base Compensation: $148,000.00 - $185,000.00 + (bonus offered in addition to base compensation)

Please note that the compensation information is a good faith estimate and is provided pursuant to Equal Pay Laws. Billtrust intends to offer the selected candidate base pay dependent on job-related, non-discriminatory factors such as experience. Our Talent Acquisition team will provide more information about the total compensation package for this position during the interview process.

#BTUS123

Don't meet every single requirement? Studies have shown that women and people of color are less likely to apply to jobs unless they meet every single qualification. At Billtrust, we celebrate and support diversity and are committed to creating an inclusive environment for all employees. So, if your experience aligns but doesn't exactly match each and every qualification, apply anyway. You may be exactly what we are looking for!

What You'll Get:

  • Work from Anywhere: Our state of the art office, your home, a company paid WeWork.... you decide!
  • A Culture that Lives its Values: Our values are not just words or window dressing, they guide our decisions - big and small - each and every day.
  • Flexible Working Hours: We support your lifestyle- the results are what count.
  • Open PTO: Work-life balance is important. We believe in giving our employees time to truly relax and recharge.
  • Sabbatical: A paid leave to reward longevity and commitment to Billtrust.
  • Paid Parental Leave: To promote parent-child bonding and increase gender equity at home and in the workplace.
  • Opportunities for Growth: Professional development can take many shapes. Join one of our seven ERGs or participate in our Mentor-Mentee, Leadership, and High-Potential Programs- we foster an environment where all employees can grow.
  • Recognition: From Billtrust Bucks and Gongings to Culture Champion and Founders Awards, our employees are recognized for hard work and outcomes achieved.
  • Benefits: Medical, dental, vision, 401(k) with company match, short-term and long-term disability, flexible spending accounts, HSA, and life, cancer, and AD&D insurance.
  • Minimal Bureaucracy: An entrepreneurial environment of ownership and accountability allows you to get work done.

Who We Are:

Billtrust is a leading provider of cloud-based software and integrated payment processing solutions that simplify and automate B2B commerce. Accounts receivable is broken and relies on conventional processes that are outdated, inefficient, manual and largely paper based. Billtrust is at the forefront of the digital transformation of AR, providing mission-critical solutions that span credit decisioning and monitoring, online ordering, invoice delivery, payments and remittance capture, invoicing, cash application and collections. Our platform has processed $1 trillion+ invoice dollars and we have seen 28% year-over-year software & payments revenue growth (2021). With more than 2,400 customers, we have helped companies like GlobalTranz, United Rentals, Acushnet and Ferguson Enterprises get paid faster and more efficiently.

For more than 20 years, we have achieved remarkable success and we attribute our growth to our people and culture. We encourage employees to have autonomy, think creatively, share ideas - even with our CEO - and to challenge the status quo every day.

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