Data Analyst
The Voleon Group
Job Overview
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Job Description
About The Voleon Group
Voleon is a technology company that applies state-of-the-art machine learning techniques to real-world problems in finance. For nearly two decades, we have led our industry and worked at the frontier of applying machine learning to investment management. We have become a multibillion-dollar asset manager, and we have ambitious goals for the future.
Your colleagues will include internationally recognized experts in machine learning research as well as highly experienced technology and finance professionals. The people who shape our company come from other backgrounds, too, including concert music performance, humanitarian aid, opera singing, sports writing, and BMX racing. You will be part of a team that loves to succeed together.
In addition to our enriching and collegial working environment, we offer competitive compensation and benefits packages, technology talks by our experts, a modern office, catered lunches, and more.
About the Data Analyst Role
As a Data Analyst, you will be part of a team responsible for owning and simplifying the flow of data used by production trading algorithms at Voleon. The primary responsibility of our team is to ensure continuous operation of production-critical systems by leveraging an on-call rotation. When not taking part in this rotation, your work will focus on improvements to our data-consumption pipelines. Such improvements include the curation and onboarding of datasets for consumption and leveraging data analytics to inform updates to the softwares which form the back-end of these pipelines. This role is a means to make a difference: as a machine learning company, data is essential to our business.
Responsibilities
- Share an on-call rotation; act as first responder ensuring the health and continuous operation of production-critical systems.
- Perform manual steps and develop automated processes to ensure the completeness and integrity of massive amounts of mission critical financial data pertaining to stocks, bonds, futures, commodities, and more.
- Partner with Members of Research Staff to curate and onboard new and existing datasets.
- Help drive continuous improvements to data quality procedures and a consistent approach to how data quality is measured, monitored, and reported in our production environments.
- Design systematic and automated processes and tools that allow for scaling and reliability of data-consumption pipelines.
Requirements
- Coursework or other relevant training in data analytics, programming, or computing systems.
- Proven problem-solving and analytical abilities including pattern detection, root cause analysis, and issue resolution.
- Experience with Python, pandas, and an interest in programming and data analysis.
- Experience with SQL and working with a relational database system.
- A degree in a technical field.
Preferred Qualifications
- Relevant experience in data operations, with proven process improvement skills.
- An understanding of the software development process and exposure to hands-on coding in a professional environment.
- Experience in exploratory data analysis and applied statistics.
- Experience interacting with Linux kernels.
- While financial industry experience is a plus, we are open-minded in our search for critical thinkers who are passionate about technology and data.
Key skills/competency
- Data Analytics
- Python
- SQL
- Pandas
- Production Systems
- Financial Data
- Data Quality
- Root Cause Analysis
- Automated Processes
- Machine Learning Data
How to Get Hired at The Voleon Group
- Research The Voleon Group's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor to understand their unique blend of finance and machine learning.
- Tailor your resume for Data Analyst: Customize your resume to highlight experience with Python, SQL, data pipelines, and analytical problem-solving, aligning with Voleon's data-intensive environment.
- Showcase problem-solving skills: Prepare to discuss specific examples where you've used data analysis to solve complex problems, perform root cause analysis, or improve data quality, crucial for a Data Analyst at Voleon.
- Prepare for technical interviews: Brush up on Python, pandas, SQL, and data structures. Be ready to demonstrate your programming proficiency and analytical thinking in a technical interview setting.
- Understand Voleon's unique niche: Articulate your passion for applying cutting-edge machine learning and data analytics to the financial domain, demonstrating alignment with The Voleon Group's core business.
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