Data Operations Analyst, Pyxis
Bain & Company is a top-ranked consulting firm recognized for its exceptional workplace culture. As a Senior Associate in the Pyxis Data Operations team, you will support the delivery of high-quality, data-driven insights to clients through technical execution, project coordination, and client communication.
Responsibilities
- Conduct deep-dive data analysis and root cause investigations on time-series trends, quality gaps, and ML output issues
- Partner with ML engineers to review, refine, and optimize tagging models and training data
- Execute data cleaning, manipulation, and transformation using SQL, Python, and regex
- Leverage foundational machine learning and NLP knowledge to interpret outputs and guide improvements
- Act as the technical lead for assigned client relationships, managing the execution of deliverables and ensuring data accuracy and relevance
- Translate complex analytical outputs into clear, client-facing materials and presentations
- Provide guidance to internal delivery teams on framing and communicating insights
- Coordinate with ML, Data Ops, and Commercial teams to orchestrate quality assurance (QA) and quality control (QC) efforts for all client-facing datasets
- Track timelines and project dependencies to ensure timely and accurate delivery of data products
- Own documentation and continuous improvement efforts related to delivery workflows and QA tools
- Drive improvements in QA/QC methodologies through automation and tool development
- Contribute to internal team upskilling by sharing analytical techniques and coding best practices
- Recommend improvements to data delivery processes based on analysis of recurring issues and feedback
Skills
- A Bachelor's or Master's degree
- 1-3+ years of data analytics or related experience
- High proficiency in summarizing technical concepts and translating analytics to business impact
- Proficiency in SQL for data analysis including experience with basic regex expressions
- Experience with Python for data analysis and Git/Github for codebase management
- Familiarity with common machine learning topics
- Experience working in a continuous improvement environment, using data to define processes that continually enhance models and data quality
- Experience working with consumer panel and/or market measurement data
- NLP knowledge is a nice-to-have
Benefits
- Annual discretionary performance bonus
- 401(k) plan with an annual employer contribution based on years of service
- 4.5% 401(k) company contribution, which increases after 3 years of service and is 100% vested upon start date
- Bain & Company's comprehensive benefits and wellness program
- Bain pays 100% individual employee premiums for medical, dental and vision programs
- Generous paid time off, including parental leave, sick leave and paid holidays
- Fully vested 401(k) company contribution
- Paid Life and Long-Term Disability insurance
- Annual fitness reimbursements
Company Overview
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