Collaborative Filtering For Implicit Feedback Datasets Jobs in Usa

Open date: November 2, 2025

Most recent review date: Monday, Dec 1, 2025 at 11:59pm (Pacific Time)

Applications received after this date will be reviewed by the search committee if the position has not yet been filled.

Final date: Tuesday, Mar 31, 2026 at 11:59pm (Pacific Time)

Applications will continue to be accepted until this date, but those received after the review date will only be considered if the position has not yet been filled.

The Haas School of Business at the University of California, Berkeley is seeking highly motivated individuals for the position of Junior or Assistant Specialist. The positions are to assist in research in economic development, labor, and health economics, applying rigorous methods for causal inference and machine learning .

The Institute for Business and Social Impact (IBSI) was launched in November 2013 at the Haas School of Business to train and empower leaders to address society's most pressing challenges. As part of the top-ranked Haas School of Business at UC Berkeley, IBSI advances pioneering research at the intersection of business and social impact, with particular focus on workforce skills development, financial inclusion, and mental health in organizational settings. Building upon the school's unique and historic commitment to comprehensive excellence in research and public education, IBSI translates rigorous academic inquiry into actionable solutions that improve lives and strengthen communities worldwide. The candidate would work at the Haas School of Business IBSI under the supervision of Laura Chioda (manager) and Professor Paul Gertler.

General Duties:

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• Research Design & Analysis (20%): Assist in designing and interpreting analyses using advanced econometric methods, including reduced form approaches (difference-in-differences, regression discontinuity, instrumental variables) and structural econometrics (method of moments, maximum likelihood, dynamic programming), with a focus on causal inference.
  
• Data Collection & Field Operations (15%): Support the design and implementation of field experiments, survey development, and primary data collection activities; monitor data quality and coordinate with field teams to ensure research protocols are followed.
  
• Data Management & Programming (20%): Write efficient, well-documented code to manipulate large datasets and implement complex analyses; maintain data infrastructure using collaborative and replicable programming practices.
  
• Quality Assurance & Documentation (15%): Clean and validate data, identify and resolve technical issues with datasets or code, and maintain comprehensive documentation of all research procedures and analytical decisions.
  
• Research Communication (10%): Prepare materials for research manuscripts, project reports, and presentations; generate publication-ready tables, graphs, and visualizations that effectively communicate findings.
  
• Collaboration & Knowledge Sharing (20%): Work closely with faculty, research team members, and external collaborators to advance ongoing analyses, share methodological expertise, and contribute to the broader research agenda.
  

Department: ibsi/

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• The minimum qualification to be enrolled in a Bachelor's Degree, or equivalent international degree program at time of application.
  

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• A Bachelor's Degree, or equivalent international degree at the start of appointment.
  

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• A Bachelor's degree or in a quantitative field, including Computer Science, Mathematics, Economics or related and theoretical and practical application of a body of highly specialized knowledge in Economics. An advanced degree by start date is preferred.
  
• At least one year of experience as predoc. Scholars with strengths in applied micro-econometrics, field experiments, survey and applied data science (including machine learning and computational methods fare particularly encouraged.
  
• Advanced proficiency in the following coding languages: Proficiency in Coding Languages: R, Java, Python. Demonstrated experience with large and complex data sets.
  
• Demonstrated proficiency to work as part of a research team and/or previous experience working with data in a research context, including data collection.
  

• Curriculum Vitae - Your most recently updated C.V.

  
  

• Cover Letter

  
  

• Statement of Research (Optional)

  
  

• 1-3 required (contact information only)

Help contact:

UC Berkeley is committed to diversity, equity, inclusion, and belonging in our public mission of research, teaching, and service, consistent with UC Regents Policy 4400 and University of California Academic Personnel policy (APM 210 1-d). These values are embedded in our Principles of Community, which reflect our passion for critical inquiry, debate, discovery and innovation, and our deep commitment to contributing to a better world. Every member of the UC Berkeley community has a role in sustaining a safe, caring and humane environment in which these values can thrive.

The University of California, Berkeley is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status.

For more information, please refer to the University of California's Affirmative Action and Nondiscrimination in Employment Policy and the University of California's Anti-Discrimination Policy.

In searches when letters of reference are required all letters will be treated as confidential per University of California policy and California state law. Please refer potential referees, including when letters are provided via a third party (i.e., dossier service or career center), to the UC Berkeley statement of confidentiality prior to submitting their letter.

As a University employee, you will be required to comply with all applicable University policies and/or collective bargaining agreements, as may be amended from time to time. Federal, state, or local government directives may impose additional requirements.

Unless stated otherwise, unambiguously, in the position description, this position does not include sponsorship of a new consular H-1B visa petition that would require payment of the $100,000 supplemental fee.

As a condition of employment, the finalist will be required to disclose if they are subject to any final administrative or judicial decisions within the last seven years determining that they committed any misconduct.

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• "Misconduct" means any violation of the policies or laws governing conduct at the applicant's previous place of employment, including, but not limited to, violations of policies or laws prohibiting sexual harassment, sexual assault, or other forms of harassment or discrimination, as defined by the employer.
  
• UC Sexual Violence and Sexual Harassment Policy
  
• UC Anti-Discrimination Policy
  
• APM - 035: Affirmative Action and Nondiscrimination in Employment
  

Planetree, a global non-profit organization working to humanize the healthcare experience, is growing and requires a Person-Centered Care (PCC) Consultant, Americas to join our highly engaged consulting team, charged with turning \"concept into reality\" by partnering with healthcare organizations around the world to implement evidenced-based, PCC practices. Our PCC Consultants work alongside client teams, \"rolling up their sleeves\" to identify, implement, and sustain PCC improvement opportunities and drive cultural transformation in complex operating environments. Our consultants wear many \"hats\": trainer, facilitator, coach, champion, data analyst, advocate, listener, and communicator (from board room to bedside). This is an ideal opportunity for someone who thrives in a fast-paced, client-facing role and wants to engage with organizations worldwide to advance a compassionate, person-centered vision for healthcare.

PCC Consultants apply their deep understanding of the global healthcare landscape including industry trends and key challenges and priorities to meet client needs. They own the day-to-day client relationship and partner to implement person-centered care practices. They work cross-functionally with internal team members to identify new opportunities to address client challenges, ensure solutions are implemented on time, and align with the client's PCC strategy. Consultants will proactively leverage best practices, proactive coaching, and relationship management to support client success.

The ideal candidate will have prior experience implementing Planetree's evidence-based framework for person-centered care and/or deep experience implementing PCC practices within a complex healthcare environment.

Responsibilities

Client Service Delivery

• Coach and support staff at client healthcare organizations to implement Planetree's PCC Framework according to the Planetree Method. This includes but is not limited to presentations, workshop facilitation, conducting assessments, and providing both oral and written reports and recommendations.
• Provide daily oversight and management of assigned client relationships and projects, supporting effective implementation of Planetree contracted programs and services.
• Demonstrate an understanding of the complex challenges facing healthcare organizations and how Planetree programs align with improvement/transformation activities.
• Cultivate relationships with assigned clients and engage with them as active partners, embodying Planetree's \"roll up your sleeves\" approach to partnership and service.
• Serve as a trusted advisor and confidante to senior leaders at client organizations, enabling and promoting positive organizational change.
• Understand, implement, and teach process improvement methodologies.
• Actively and curiously engage in continuous learning related to the evolution of person-centered care.
• Demonstrate an ability to consolidate large datasets into distilled themes and recommendations, including an understanding of relationships between qualitative and quantitative data.
• Independently manage travel to both domestic and international locations.

Product & Content Management

• Complete required training and maintain competency in all Planetree products and services.
• Seek feedback and review evaluation data to support continuous improvement in service delivery.
• Deliver services and content with high fidelity according to internal guidelines.
• Continuously evolve and improve Planetree tools and resources to advance PCC and organizational mission.
• Contribute to the development of curricula, plans of engagement, and assessment tools to support the needs of healthcare organizations.

Business Development & Marketing

• Collaborate with sales teams as required for complex proposals, client requirements, and requests for proposals.
• Prepare presentations and speak at conferences to represent Planetree and its services as required.
• Contribute to Planetree thought leadership through webinars, case studies, outreach.

Teamwork & Culture

• Live and uphold the Planetree Mission, Vision, and Values in all interactions with colleagues, partners, and clients.
• Be a reliable, kind colleague and partner in delivering high-quality programs and services to advance Planetree's mission.
• Demonstrate and convey compassion and empathy, partnership and collaboration and humility and openness.
• Be willing to give and receive constructive, just-in-time feedback.
• Contribute to Planetree's organizational learning and development by bringing field experiences and insights back to the team to drive innovation.
• Complete mandatory training as required.

Data & Billing

• Manage and update all client information in Salesforce.
• Track billable hours for client work to maintain accurate invoicing.
• Ensure minimum billing targets are achieved based on client delivery obligations.
• Manage budgets and contract spend-down for client engagements and conduct follow-up on accounts receivable as required with the Finance team.

Critical Skills

• Direct, hands-on experience implementing PCC or related practices or improvement programs within a complex healthcare organization.
• Demonstrated interest in driving positive change in healthcare.
• Comfortable engaging in professional communication (written, oral, non-verbal) with individuals from a variety of backgrounds and cultures.
• Able to manage multiple projects with competing priorities and timelines and deliver high-caliber work on time and budget.
• Flexible and able to adapt to various situations and conditions.

Minimum Competencies

Performance Evaluation

Performance objectives will be established at the beginning of the team member's period of employment. These objectives will be discussed and agreed with the team member's direct line manager. This will form the team members' Development & Performance Plan for the year.

Performance will be evaluated by:

• Feedback on work achievements and issues through ongoing discussions and performance evaluations
• Periodic external member/partner feedback on services provided
• Performance indicators for systems relating to the delivery of Planetree products and services
• Performance indicators for critical areas of responsibility

Diversity Statement

Planetree is a non-profit 501 (c) 3 organization. We work in over 35 countries and value diversity in our work and workplace. In our work, we promote respect, inclusion, and compassion towards all stakeholders in the healthcare enterprise. We encourage qualified candidates of any race, religion, creed, or orientation to join our mission-driven team.

Additional Information

All positions at Planetree require an applicant who has accepted an offer to undergo a background check. The specific checks are based on the nature of the position. Background checks may include some or all the following: SSN/SIN validation, education verification, employment verification, criminal check, search against global sanctions and government watch lists, fingerprint verification, credit check, and/or drug test. By applying for a position with Planetree, you understand that you will be required to undergo a background check should you be made an offer. You also understand that the offer is contingent upon successful completion of the background check and results consistent with Planetree's employment policies. You will be notified during the hiring process which checks are required for the position.

Pay Transparency Non-Discrimination Notice Planetree will not discharge or, in any other manner, discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions

About the Job:

The Solutions Architect serves as the technical anchor of the Strategic Resource Group. This role is responsible for translating complex business and market questions into structured, executable data outputs using Trilliant Health’s proprietary claims, provider directory, and price transparency datasets.

The Solutions Architect owns feasibility validation, analytical methodology design, and data integrity across research initiatives and pre-sales support. This individual combines strong technical proficiency with healthcare domain expertise and plays a critical role in standardizing how recurring strategic questions are answered across the organization.

You are our ideal candidate if you:

• Design and execute complex SQL queries and data builds from Trilliant’s data warehouse
• Capture and maintain documentation outlining how and why analytical frameworks are applied to support consistency and institutional knowledge retention
• Validate data integrity and identify gaps, missingness, structural limitations, or edge cases
• Own technical feasibility assessments for research and pre-sales opportunities
• Develop repeatable analytical frameworks for common strategic use cases
• Support research initiatives through structured dataset construction and methodological validation
• Create reusable datasets, templates, and documentation to reduce institutional knowledge concentration
• Maintain high standards of quality control and analytical rigor across all deliverables
• Interface effectively with Sales, SRG, Research, Product, and Data Engineering teams
• Respond to ambiguity with structured problem solving and professional judgment

Technical Skills:

• Advanced proficiency in SQL and experience querying large data warehouses
• Experience working in Databricks or similar environments preferred
• Strong proficiency in Excel and PowerPoint
• Familiarity with Tableau or other BI tools
• Experience working with complex healthcare claims datasets required

Other Skills:

• Strong analytical and critical thinking skills
• Ability to synthesize large datasets into structured outputs
• Excellent documentation and organizational skills
• Strong written and verbal communication skills
• Ability to work independently with minimal supervision
• High attention to detail and commitment to data quality

Position Location:

This position is onsite in Brentwood, TN

*We are unable to provide visa sponsorships for this role.

About Trilliant Health:

Trilliant Health is a high-growth, healthcare technology company. We are on a mission to be the most trusted advisor, dependable partner and provider of analytic insights to key stakeholders in the health economy enabling them to maximize return on invested capital. We do that by providing education and expertise through thought leadership, evidence-based strategy, and predictive analytics. We are looking to grow our team as we strive to influence positive change in healthcare by disrupting the status quo and promoting improved decision-making.

About the Job:

The Applied Analytics Analyst serves as the technical anchor of the Strategic Resource Group. This role is responsible for translating complex business and market questions into structured, executable data outputs using Trilliant Health’s proprietary claims, provider directory, and price transparency datasets.

The Applied Analytics Analyst owns feasibility validation, analytical methodology design, and data integrity across research initiatives and pre-sales support. This individual combines strong technical proficiency with healthcare domain expertise and plays a critical role in standardizing how recurring strategic questions are answered across the organization.

You are our ideal candidate if you:

• Design and execute complex SQL queries and data builds from Trilliant’s data warehouse
• Capture and maintain documentation outlining how and why analytical frameworks are applied to support consistency and institutional knowledge retention
• Validate data integrity and identify gaps, missingness, structural limitations, or edge cases
• Own technical feasibility assessments for research and pre-sales opportunities
• Develop repeatable analytical frameworks for common strategic use cases
• Support research initiatives through structured dataset construction and methodological validation
• Create reusable datasets, templates, and documentation to reduce institutional knowledge concentration
• Maintain high standards of quality control and analytical rigor across all deliverables
• Interface effectively with Sales, SRG, Research, Product, and Data Engineering teams
• Respond to ambiguity with structured problem solving and professional judgment

Technical Skills:

• Advanced proficiency in SQL and experience querying large data warehouses
• Experience working in Databricks or similar environments preferred
• Strong proficiency in Excel and PowerPoint
• Familiarity with Tableau or other BI tools
• Experience working with complex healthcare claims datasets required

Other Skills:

• Strong analytical and critical thinking skills
• Ability to synthesize large datasets into structured outputs
• Excellent documentation and organizational skills
• Strong written and verbal communication skills
• Ability to work independently with minimal supervision
• High attention to detail and commitment to data quality

Position Location:

This position is onsite in Brentwood, TN

*We are unable to provide visa sponsorships for this role.

About Trilliant Health:

Trilliant Health is a high-growth, healthcare technology company. We are on a mission to be the most trusted advisor, dependable partner and provider of analytic insights to key stakeholders in the health economy enabling them to maximize return on invested capital. We do that by providing education and expertise through thought leadership, evidence-based strategy, and predictive analytics. We are looking to grow our team as we strive to influence positive change in healthcare by disrupting the status quo and promoting improved decision-making.

Role Overview

TYR is scaling its global digital business and rebuilding the customer experience to support accelerated growth. The UX/UI E-Commerce Designer will own the on-site experience that turns traffic into revenue through a structured hierarchy, mobile-first UX, high-performing PDP and PLP architecture, and disciplined conversion rate optimization.

This is not a brand-only design role. This is a performance-driven operator role with measurable outcomes tied directly to conversion rate, AOV, bounce rate, site speed, funnel completion, and revenue expansion.

The right candidate understands that design is a growth lever. Every decision should connect to commercial impact.

What You’ll Own

Site Experience & Hierarchy

• Own UX across homepage, navigation, search, PLP, PDP, cart, and checkout.
• Build and maintain a scalable category and collection hierarchy aligned with growth priorities (footwear-led where appropriate).
• Improve product discovery, filtering, and sorting logic.
• Reduce friction across key customer journeys (new visitors, returning customers, and high-intent shoppers).
• Lead mobile-first design strategy with structured performance measurement.

Shopify Plus Execution (Required)

• Proven hands-on experience working within Shopify Plus.
• Deep understanding of Shopify theme architecture and modular component design.
• Ability to design scalable templates and reusable content blocks.
• Familiarity with Shopify checkout extensibility and app ecosystem.
• Partner closely with developers to ship UX improvements rapidly and cleanly.
• Understand international storefront considerations and localization impact.
• Shopify Plus experience is required.

Conversion Rate Optimization (CRO)

• Maintain an always-on CRO roadmap (hypothesis → design → test → measure → iterate).
• Design and support structured A/B tests and landing page experiments.
• Improve add-to-cart rate, checkout progression, and funnel completion.
• Build modular design systems that allow fast iteration and rapid testing.
• Prioritize initiatives based on projected revenue impact.

PDP / PLP Merchandising & Content-to-Commerce

• Create high-converting PDP templates including proof modules, comparison tools, UGC integration, reviews, specs, and fit guidance.
• Elevate product storytelling to clearly communicate performance differentiation.
• Improve PLP merchandising (filters, badges, sorting logic, quick add, bundle prompts).
• Partner with Marketing and Creative to ensure campaign pages convert — not just present brand messaging.
• Drive AOV growth through structured cross-sell, bundling, and merchandising placement strategy.

Performance & Behavioral Analytics

• Use behavioral analytics platforms (heatmaps, scroll depth, session replay, journey analysis) to identify friction points.
• Translate behavioral data into structured UX improvements.
• Maintain a simple, clear performance scorecard tied to conversion, AOV, bounce rate, and engagement.
• Collaborate with Engineering on page speed, accessibility, and UX performance standards.

AI & Emerging Technology (Crucial)

• Strong understanding of AI-powered design and productivity tools.
• Experience leveraging AI for rapid prototyping, workflow acceleration, content generation, and personalization concepts.
• Ability to evaluate AI-driven search, recommendation, and merchandising tools.
• Demonstrated curiosity and practical application of emerging AI capabilities in e-commerce.
• Understand how AI can improve speed-to-market, personalization, and operational efficiency.
• AI tool fluency is considered a critical capability for this role.

Cross-Functional Collaboration

• Work closely with E-Commerce, Marketing, Merchandising, Planning, and Customer Service.
• Translate business objectives into structured UX roadmaps.
• Maintain documentation, component specifications, and clean developer handoff processes.
• Ensure consistency and scalability across US and international storefronts.

KPIs / Success Metrics

• Conversion rate improvement (overall and mobile).
• AOV lift driven by improved merchandising and bundling.
• Bounce rate improvement on high-traffic landing pages and PDPs.
• Funnel completion improvements (Add-to-Cart → Checkout).
• Page speed and UX performance metrics.
• Testing cadence and shipped UX improvements per quarter.

Requirements

• 4–6+ years designing DTC e-commerce experiences with measurable business impact.
• Proven Shopify Plus experience (required).
• Strong portfolio demonstrating revenue or conversion improvement.
• Proficiency in Figma and component-based design systems.
• Working knowledge of CRO and experimentation best practices.
• Comfort collaborating with developers and shipping in rapid cycles.
• Strong understanding of behavioral analytics tools.
• Demonstrated understanding and application of AI tools within digital commerce.

Customer Engagement & Content-to-Commerce Leadership

Superior customer engagement is a core mandate of this role. The UX/UI E-Commerce Designer must deeply understand how content influences purchasing behavior and how to curate experiences that guide customers seamlessly from inspiration to transaction.

This role requires strong expertise in content-to-commerce integration, ensuring storytelling, performance messaging, product education, and user-generated content are intentionally structured to drive engagement and conversion.

• Design highly engaging, immersive product journeys that increase time on site and deepen brand connection.
• Curate content modules that blend performance storytelling with commercial clarity.
• Implement personalization concepts that adapt product recommendations, merchandising blocks, and messaging to customer behavior.
• Partner with CRM and lifecycle teams to ensure cohesive personalization across on-site and owned channels.
• Continuously evaluate tools and AI-driven personalization platforms to enhance customer relevance and engagement.
• A sophisticated understanding of personalization strategy, including behavioral triggers, segmentation, and AI-supported recommendation engines, is considered essential for success in this role.

Title: Product Manager
Location : Rockville, MD or McLean, VA
Target Start Date : ASAP
Type: contract
Pay Rate: DOE

The Product Manager is responsible for defining product vision, strategy, roadmap, and feature development for a portfolio of market surveillance products. This portfolio includes a large set of existing surveillance patterns as well as machine learning and deep learning models, some of which are undergoing redesign.

This role requires a highly autonomous product leader who can manage multiple feature initiatives simultaneously while partnering closely with business stakeholders to understand regulatory needs, operational pain points, and opportunities for improvement. The Product Manager will maintain product backlogs, prioritize enhancements, define roadmaps, and ensure the successful delivery of new surveillance capabilities and enhancements to existing systems.

The role also requires familiarity with financial market data sources, including audit trail data, exchange data, and reference data, and how these datasets support regulatory and compliance objectives.

Product Strategy & User Insight

• Develop a deep understanding of the business domain, regulatory objectives, and available data sources.

• Define product vision, strategy, and requirements based on user needs, regulatory priorities, and data insights.

• Conduct research, analyze user feedback, and leverage data analysis to identify gaps and opportunities for improvement.

• Translate insights into product requirements and actionable development initiatives.

Product Portfolio & Roadmap Management

• Own and manage the product roadmap for surveillance capabilities.

• Evaluate trade-offs and prioritize features based on user value, regulatory impact, and resource constraints.

• Partner with business stakeholders, engineering, architecture, and UX teams to ensure alignment and successful delivery.

• Coordinate with dependent teams across the organization to support integrated product development.

Product Planning & Delivery

• Lead product planning by developing requirements, including user stories, acceptance criteria, and use cases.

• Maintain a prioritized product backlog aligned with product strategy and delivery capacity.

• Collaborate with UX/UI teams to guide user experience design.

• Participate in development reviews, validate acceptance criteria, and ensure product quality.

• Identify risks or issues that may impact delivery timelines or product performance and develop mitigation plans.

Product Launch & Adoption

• Lead product launches and coordinate with stakeholders on rollout planning.

• Facilitate user acceptance testing (UAT) where required.

• Develop supporting documentation and training materials.

• Track launch metrics, gather user feedback, and drive iterative improvements.

Product Operations & Continuous Improvement

• Monitor product performance, usage trends, and operational metrics.

• Work with internal users and stakeholders to resolve product issues and identify enhancement opportunities.

• Evaluate new metrics and monitoring capabilities to improve product performance and visibility.

• Represent the product team in stakeholder discussions and business reviews.

Team Development

• Provide guidance and mentorship to junior product management team members.

• Stay informed on industry trends, regulatory developments, and product management best practices.

• Strong analytical and problem-solving skills with the ability to interpret complex data.

• Experience using database queries (e.g., SQL) and data analysis to inform product decisions.

• Excellent written and verbal communication skills.

• Ability to manage multiple priorities and make decisions in complex environments.

• Strong organizational skills and attention to detail.

• Self-starter with the ability to dive deeply into business processes and technical capabilities.

Required

• Bachelor's degree in Business, Finance, Engineering, Communications, or a related field (or equivalent experience).

• 5+ years of experience in product management, compliance, business analysis, program management, or related roles.

• Experience with database querying (e.g., SQL) and data analysis.

• Experience working within the software development lifecycle.

• Demonstrated ability to collaborate across teams in large organizations and work closely with leadership.

Preferred

• Experience with broker-dealer operations, market surveillance, or regulatory compliance.

• Experience guiding cross-functional teams and influencing stakeholders.

• Hybrid work environment with remote and in-office collaboration.

• Occasional extended hours may be required.

Welcome to ConsultNet, a premier national provider of technology talent and solutions. Our expertise spans across project services, contract-to-hire, direct search, and managed services onshore, nearshore, and hybrid. For over 25 years, we have connected thousands of consultants with meaningful roles through a personal, communication-driven approach, partnering with a diverse client base to build high-performing teams and create lasting impact. Our comprehensive service offerings cover a wide range of technology and engineering positions across key markets nationwide. Learn more at .

We champion equality and inclusivity, proudly supporting an Equal Opportunity Employer policy. We welcome applicants regardless of Race, Color, Religion, Sex, Sexual Orientation, Gender Identity, National Origin, Age, Genetic Information, Disability, Protected Veteran Status, or any other status protected by law.

Standardized Job Description

Optomi, in partnership with a leading financial media company, is looking for a Product Designer, CNBC Market Data. The Product Designer will play a critical role in shaping how users experience and interact with real-time financial data across CNBC’s digital platforms. This role focuses on designing intuitive, data-rich experiences that help users quickly understand market movements, track securities, and make informed decisions. You will partner closely with product, engineering, data, and editorial teams to translate complex financial datasets into clear, actionable interfaces across mobile and desktop.

What the right candidate will enjoy:

• Collaborating with cross-functional teams
• Designing for high-frequency use cases
• Working in a fast-paced environment

What type of experience does the right candidate have:

• 2-4+ years of experience in product design, UX/UI design, or interaction design
• Strong portfolio with dashboards, data visualization, or information-dense products
• Experience with real-time data environments

What the responsibilities are of the right candidate:

• Design intuitive, high-performance experiences for real-time market data
• Own and evolve core market data surfaces
• Translate complex financial datasets into clear, digestible interfaces
• Optimize information hierarchy and density
• Collaborate with editorial teams to integrate news and insights

Location: Washington, DC (Hybrid — remote Mondays & Fridays)

Duration: June 1 – August 7, 2026 (10 weeks)

Compensation: $20/hr (Undergraduate)

Education Level: Undergraduate

About NCTA

NCTA – The Internet & Television Association is the principal trade association of the cable and broadband industry. Our Technology team provides technical expertise and analysis to members and staff on broadband and telecommunications topics at the intersection of policy and engineering.

About the Role

The Technology Intern will develop a technically rigorous understanding of cable and broadband infrastructure, network architecture, and the security, fraud, and content protection challenges that shape real-world policy discussions. This role is ideal for an engineering-minded student eager to see how technical realities influence regulatory frameworks.

Responsibilities

• Review and organize technical reference materials related to broadband infrastructure and network security
• Update and simplify infrastructure diagrams and explainers for internal use
• Explore datasets and technical resources to identify trends and system constraints
• Map high-level network risk and abuse touchpoints across cybersecurity, anti-fraud, and anti-piracy areas
• Attend NIST and FCC webinars and hearings and prepare summary notes
• Collaborate with policy-focused teams to explore how engineering tradeoffs intersect with regulatory frameworks

What You Bring

• Foundational knowledge in engineering, computer science, or network systems
• Strong intellectual curiosity and a systems-thinking mindset
• Ability to translate complex technical concepts into clear, high-level explanations
• Comfort working with technical materials, datasets, and infrastructure concepts
• Collaborative, self-motivated, and able to work across technical and policy-focused teams
• Ability to commit to a minimum of 3 working days per week

What You'll Gain

• A foundational understanding of broadband network architecture and large-scale communications systems
• Insight into how cable infrastructure constraints shape policy and regulatory discussions
• Exposure to cross-functional work spanning cybersecurity, anti-fraud, and content protection
• Experience attending FCC and NIST proceedings and translating technical developments for broader audiences
• Participation in professional development events, networking opportunities, and a lunch with the CEO
• An assigned peer mentor to support your onboarding and growth

Our Values

At NCTA, we are guided by four core values — Competency, Curiosity, Creativity, and Compassion — and we're looking for someone who brings all four to their work every day.

To Apply

Submit your resume and a one-page cover letter referencing the Technology internship.

Candidates must be legally authorized to work in the U.S. without the need for employment-based visa sponsorship now or in the future

NCTA is an Equal Opportunity Employer. We are committed to building a culture where diverse people, ideas, and experiences are welcomed, included, and celebrated. NCTA provides equal employment opportunities to all applicants without regard to race, color, religion, national origin, sex, age, marital status, personal appearance, sexual orientation, gender identity or expression, family responsibilities, genetic information, disability, matriculation, political affiliation, or veteran status in accordance with applicable federal, state, and local laws.

Company Overview:

Luye Pharma is fast-growing pharmaceutical company committed to advancing innovative therapies for Central Nervous System (CNS) disorders, with a primary focus on schizophrenia. Our pipeline includes promising new treatments such as Erzofri and Rykindo, which are set to launch in the U.S. market.

Position Summary:

In this role, you will collaborate closely with the US Head of Commercial Operations to design, implement, and manage data analytics and performance reporting systems. Your main responsibility will be to provide actionable insights that support decision-making and drive improvements in commercial outcomes. As the Manager of Commercial Analytics, you will serve as a key analytics partner for commercial leaders across sales, marketing, and operations in the US. You will offer valuable insights and recommendations to fuel growth, optimize field performance, and analyze market and patient trends. Additional key responsibilities include developing reporting processes and assisting with the coordination of Monthly Business Reviews, focusing on KPIs, forecasting variances, and updates to the Latest Estimate.

Report to: Head of Commercial Operation

Key Responsibilites:

• Develop and maintain performance dashboards and reports, integrating internal KPIs and external datasets to track business metrics, monitor progress toward sales goals, and evaluate operational performance.
• Conduct in-depth analysis of market trends and product performance to identify growth opportunities and risks.
• Evaluate overall business performance, including volume, market share, new patient starts, and KPIs, comparing actuals against forecasts and targets.
• Partner with Sales and Commercial Leadership to optimize territory alignments, call planning, and customer targeting, using analytical insights to improve sales coverage and operational efficiency.
• Assess performance and activity trends at sub-national levels to uncover opportunities, inefficiencies, and areas for improvement within the sales force.
• Prepare monthly business reviews, utilizing a combination of third-party market data (e.g., prescriber, chargebacks, 867, 852 data) and internal performance metrics to guide executive decision-making.
• Build and maintain performance dashboards and reports by integrating internal KPIs and third-party datasets to monitor business metrics, track progress against sales goals, and evaluate operational performance.
• Assist in designing incentive compensation structures and performance metrics, including goal setting and attainment analysis.
• Analyze market trends, physician and account-level data, and promotional effectiveness to support segmentation, targeting, and brand strategy.
• Provide support to field teams by addressing data and reporting requests, resolving inquiries, and delivering actionable insights for daily execution.
• Collaborate with cross-functional teams to develop demand forecast models.
• Conduct data analysis, reporting, and generate actionable insights to support commercial brand strategy and execution.
• Other duties as assigned.

Qualifications:

• Bachelor’s degree
• 3-5 years of experience in relevant analytics roles within the pharmaceutical or life sciences industry.
• Strong understanding of the pharmaceutical industry and familiarity with third-party data sources (e.g., Symphony Health, IQVIA, etc.).
• Strong proficiency in Excel
• Exceptional analytical capabilities, including the ability to manipulate large data sets and apply advanced analytical methodologies.
• Experience with BI tools (Tableau, Power BI, Qlik etc.) preferred.

To all recruitment agencies: Luye does not accept unsolicited third party resumes, and all resumes must be submitted to HR Function.

The starting compensation range(s) for this role are listed for a full-time employee (FTE) basis. Additional incentive may be available. The starting pay rate takes into account characteristics of the job, such as required skills, where the job is performed, the employee's work schedule, job-related knowledge, and experience. Final, individual compensation will be decided based on demonstrated experience.

Luye Pharma is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability

Job Title: Distribution and Marketing Data Product Manager

Division: Beazley Shared Services - Data Management

Location: Multiple Locations, US

Hybrid Role

Reports To: Head of Data Products

Key Relationships: Chief Data Office, Data Leadership Team, Data Owners, Distribution and Marketing, CRM, Data Governance and Quality, Data Stewards, Data Architects, Delivery Team members, Technology Team, Finance, Underwriting, Operations and other Business Stakeholders

Beazley:

Beazley is a global specialist insurance company with over 30 years' experience helping people,

communities, and businesses to manage risk all around the world. Our products are wide ranging from cyber & tech to marine, healthcare, financial institutions, and contingency, covering risks like the weather, film production or protection from deadly weapons.

We are a flexible and innovative employer offering a friendly, collaborative, diverse and inclusive work environment. We encourage applications from all backgrounds. Collaboration in office spaces is important and we use a hybrid approach with a minimum of 2 days in the office per week.

We have a wonderful mix of cultures, experiences, and backgrounds at Beazley with over 1500 of us working around the world. Employee's diversity, experience and passion allow us to keep innovating and moving forward, delivering the best. We hire people with wide perspectives, and we have set bold diversity targets as we work towards excellence.

Data @ Beazley:

Our Data team supports Beazley's vision by...

* Being bold through pioneering & championing an exciting vision of how people interact with data

* Facilitating innovation by leading the pace of change in data & analytics, and facilitating the latest capabilities and innovative technologies

* Doing the right thing by providing a controlled working data environment that allows all business domains to thrive independently

* Being the single source of truth for enterprise-wide reporting metrics and KPIs

Our Data team is located at multiple offices across UK, Europe and the US. The specified home office location options provide the best balance for being co-located with key Data Office colleagues and business stakeholders.

The Role:

Data is one of Beazley's greatest assets and this roles is critical to supporting our Distribution and Marketing insights, which includes Customer, Broker and Marketing data. We're seeking a strategic and technically savvy Data Product Manager to lead the strategy, development and evolution of data products and insights that empower our distribution and marketing teams. This role is critical to aligning our data, unlocking insights, and informing growth opportunities across our specialty portfolio. In this role, you will also work to mature data literacy and capabilities as Beazley undertakes a significant investment in modernization, enabling you to embed a culture of data excellence and innovation in our delivery.

Key Responsibilities:

• Partner with the global Distribution and Marketing team to understand, prioritize and develop data products and insights that support their business strategy.

• Build and own a roadmap to provide regular updates on delivery commitments for data products, insights, enhancements and queries.

• Manage stakeholder relationships to support the growth strategy for Beazley customers, brokers, teams and products.

• Produce insights and key data trendsthat highlight business performance, RoI, efficiencies and game-changing growth opportunities.

• Inspire the adoption and use of insights to drive decisions in investment and operations that improve efficiency and drive growth by leading demonstrations and hands on training sessions.

• Lead a team of Product Owners, Product Analysts, Business Analysts and a development team to deliver and maintain data products and insights; maintaining a backlog of work within Jira.

• Represent the business in data governance discussions, escalating issues as appropriate.

• Ensure that data product development considers policy, methodology and standards, and ensure these are adhered to during product development.

• Evaluate the performance of your data product portfolio against KPIs defined by the business and provide feedback on the value delivered.

• Proactively anticipate business needs and look for opportunities to bring innovation or new approaches into the user design, experience, product development and insights.

• Relentlessly focus on the Distribution and Marketing team as a customer, delivering high quality data and insights that are clear and inspire action.

• Partner with the Data Governance Group and CRM solution team (Customer Relationship Management) to drive improvements in our Customer and Broker data quality through MDM and other tools.

• Provide leadership, direction, development and support to direct reports (including off-shore resources).

Essential Criteria:

• Bachelor's degree in Business, Marketing, Data Science, Computer Science, Economics, Statistics or related field; Master's degree preferred

• Proven experience in data product management, marketing analytics or distribution strategy, preferably in insurance or financial services

• Experience working with data, building data models, and sharing insights

Skills and Abilities:

• Strategic and curious with the ability to design and develop data and insights that support our Distribution and Marketing team's goals, planning, performance and incentives that drive growth

• Understand the specialty insurance market, customer segmentation and distribution channels, with experience in North America, Lloyd's, Retail and Wholesale markets preferred

• Ability to lead workshops that help your stakeholders identify data needs and articulate their desired user experience, with the ability to build dashboards preferred

• Strong organization and communication skills with the ability to direct work, document requirements and present demos

• Advanced technical skills with the ability to dive into the data, identify anomalies, and provide high quality, trusted data

• Understanding of Specialty Insurance principles and key drivers to create opportunities, loyalty and growth

Knowledge and Experience:

• Experience in Data Products, Data Analytics, Data Science, Statistics, Economics or related fields in Insurance, Financial or sales organizations preferred

• Strong understanding of MDM and CRM systems and their use with Customer and Broker data

• Proficiency in data visualization (Power BI), analytics platform (Snowflake), dashboard design and data storytelling

• Experience working with insurance data, and in particular a strong understanding of pipeline intelligence for sales growth/ targeting and performance

• Ability to use predictive modeling to drive an understanding of performance, customer behavior, and prospective renewals/ growth to help the Distribution Sales team focus on the best opportunities

• Experience managing relationships and teams of stakeholders, business analysts, data analysts, data architects, data modelers, data engineers and testers using agile processes

• Skills in data engineering technologies like Kafka, Snowflake / Snowpark, DataBricks, Jira and Agile principles

• Experience in managing and manipulating large internal and external datasets

• Knowledge of relational and dimensional database structures, theories, principles, and practices

• Driven and proven team player with ability to work with all levels in a highly intellectual, collaborative, and fast paced environment

• Excellent communication skills, with the ability to tailor them appropriately for different audiences, technical backgrounds, and seniority

Who We Are:

Beazley is a specialist insurance company with over 30 years' experience helping people, communities and businesses to manage risk all around the world. Our mission is to inspire our clients and people with the confidence and freedom to explore, create and build - to enable businesses to thrive. Our clients want to live and work freely and fully, knowing they are benefitting from the most advanced thinking in the insurance market. Our goal is to become the highest performing sustainable specialist insurer.

Our products are wide ranging, from cyber & tech insurance to marine, healthcare, financial institutions and contingency; covering risks such as the weather, film production or protection from deadly weapons.

Our Culture

We have a wonderful mix of cultures, experiences, and backgrounds at Beazley with over 2,000 of us working around the world. Employee's diversity, experience and passion allow us to keep innovating and moving forward, delivering the best. We are proud of our family-feel culture at Beazley that empowers our staff to work from when and where they want, in an adult environment that is big on collaboration, diversity of thought and personal accountability. Our three core values inspire the way we work and how we treat our people and customers.

• Be bold
• Strive for better
• Do the right thing

Upholding these values every day has enabled us to become an innovative and responsive organization in touch with the changing world around us - our ambitious inclusion & diversity and sustainability targets are testament to this.

We are a flexible and innovative employer offering a friendly, collaborative, and inclusive working environment. We actively encourage and expect applications from all backgrounds. Our commitment to fostering a supportive and dynamic workplace ensures that every employee can thrive and contribute to our collective success.

Explore a variety of networks to assist with professional and/or personal development. Our Employee Networks include:

• Beazley RACE - Including, understanding and celebrating People of Colour
• Beazley SHE - Successful, High potential, Empowered women in insurance
• Beazley Proud - Our global LGBTQ+ community
• Beazley Wellbeing - Supporting employees with their mental wellbeing
• Beazley Families - Supporting families and parents-to-be

We encourage internal career progression at Beazley, giving you all the tools you need to drive your own career here, such as:

• Internal Pathways (helping you grow into an underwriting role)
• iLearn (our own learning & development platform)
• LinkedIn Learning
• Mentorship program
• External qualification sponsorship
• Continuing education and tuition reimbursement
• Secondment assignments

The Rewards

• The opportunity to connect and build long-lasting professional relationships while advancing your career with a growing, dynamic organization
• Attractive base compensation and discretionary performance related bonus
• Competitively priced medical, dental and vision insurance
• Company paid life, and short- and long-term disability insurance
• 401(k) plan with 5% company match and immediate vesting
• 22 days PTO (prorated for 1st calendar year of employment), 11 paid holidays per year, with the ability to flex the religious bank holidays to suit your religious beliefs
• Up to $700 reimbursement for home office setup
• Free in-office lunch, travel reimbursement for travel to office, and monthly lifestyle allowance
• Up to 26 weeks of fully paid parental leave
• Up to 2.5 days paid annually for volunteering at a charity of your choice
• Flexible working policy, trusting our employees to do what works best for them and their teams

Salary for this role will be tailored to the successful individual's location and experience. The expected compensation range for this position is $130,000-$150,000 per year plus discretionary annual bonus.

Don't meet all the requirements? At Beazley we're committed to building a diverse, inclusive, and authentic workplace. If you're excited about this role but your experience doesn't perfectly align with every requirement and qualification in the job specification, we encourage you to apply anyway. You might just be the right candidate for this, or one of our other roles.

We are an equal opportunities employer and as such, we will make reasonable adjustments to our selection process for candidates that indicate that, owing to disability, our arrangements might otherwise disadvantage them. If you have a disability, including dyslexia or other non-visible ones, which you believe may affect your performance in selection, please advise us in good time and we'll make reasonable adjustments to our processes for you.