Senior Data Scientist, Ads Optimization ML

by | Jan 3, 2023 | Uncategorized

Job Description

Title: Senior Data Scientist, Ads Optimization ML

Location: Remote – United States

Reddit is a community of communities where people can dive into anything through experiences built around their interests, hobbies, and passions. Our mission is to bring community, belonging, and empowerment to everyone in the world. Reddit users submit, vote, and comment on content, stories, and discussions about the topics they care about the most. From pets to parenting, there’s a community for everybody on Reddit and with over 50 million daily active users, it is home to the most open and authentic conversations on the internet. For more information, visit redditinc.com.

We are looking for a Senior level Machine Learning Data Scientist to build new ML products to improve ad performance and advertiser ROI. You will work closely with engineers and product managers from the Advertiser Optimization team to up-level the current Budget Pacing system, build ML-based auto-bidding products, as well as develop reinforcement learning models for dynamic creative optimization (Ad Level Optimization). This person is an industry technical leader in the online ads marketplace optimization domain with a solid technical background, strong business acumen, and excellent cross-functional stakeholders management skills.

Reddit is continuing to grow our teams with the best talent. We’re completely remote friendly and will continue to be after the pandemic.

Responsibilities:

  • You will dive deep into the Budget Pacing system and help the team identify efficiency gaps and areas for improvement. You will research and develop ML-based PID controllers and auto-bidding products to improve advertisers’ performance.
  • Research, design, and develop contextual bandit models or similar reinforcement learning techniques for dynamic creative optimization (DCO) that can improve ad performance and bring more value to advertisers, especially for Shopping Ads.
  • Be involved in all phases of modeling such as ideation, offline modeling, online implementation, experimentation, deploy and post-launch monitoring/measurements.
  • This role will have a lot of overlap with other Machine Learning Engineer roles, but will differ in a couple of areas. First is that you will work mainly on offline modeling and rely on engineers to productionize your models. Secondly, you will have a keen interest in the collection and quality of underlying data (experiment design and analysis, data deep dive), along with working on ETLs and data aggregations needed for training, testing and productionizing models.
  • Serve as a thought-partner for product managers, engineers, leadership in shaping the monetization roadmap and strategy for Reddit by identifying opportunities through deep-dive analyses and/or modeling.

What We Can Expect From You:

  • Relevant experiences in ads marketplace.
  • Ph.D., M.S. or Bachelors degree in Statistics, Machine Learning, Operations Research, or other quantitative fields (If M.S. degree, a minimum of 1+ years of industry data science experience required and if Bachelor’s degree, a minimum of 2+ years of industry data science experience).
  • Proficiency in at least one of the areas: operations research, operations management, control theory, reinforcement learning, statistical modeling, and optimization.
  • Deep understanding of online experimentation and causal inference.
  • Strong analytical and communication skills.
  • Strong skills in programming (Python or R) and SQL.

Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at ApplicationAssistance@Reddit.com.

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Senior Data Scientist, Advertiser Optimization Analytics

by | Jan 3, 2023 | Uncategorized

Job Description

Title: Senior Data Scientist, Advertiser Optimization Analytics

Location: Remote – United States

Reddit is a community of communities where people can dive into anything through experiences built around their interests, hobbies, and passions. Our mission is to bring community, belonging, and empowerment to everyone in the world. Reddit users submit, vote, and comment on content, stories, and discussions about the topics they care about the most. From pets to parenting, there’s a community for everybody on Reddit and with over 50 million daily active users, it is home to the most open and authentic conversations on the internet. For more information, visit redditinc.com.

Advertising is Reddit’s primary revenue driver and we have an ambitious goal to turn it into a massive business. Although several large digital ad platforms already exist, advertisers are being increasingly drawn to Reddit because of our passionate communities. We believe our community-centric platform has created the opportunity for Reddit to build a highly differentiated ads business.

We are looking for a results-oriented and strategically minded Product Data Scientist to work with our Advertiser Optimization product team on launching new products to improve ad performance and advertiser ROI . You will partner closely with cross functional team members such as Product Managers, Engineers, Designers, etc. in utilizing data to drive product strategy and unlock novel ways to drive ad performance.

Reddit is continuing to grow our teams with the best talent. We’re completely remote friendly and will continue to be after the pandemic.

If helping Reddit’s advertising business reach the next level excites you, then you’ve found the right place. We’re a company with one of the highest employee : user ratios in the industry, giving you a tremendous opportunity for both scope & impact.

How You’ll Have Impact:

  • Partner with the product engineering team working on Advertiser Optimization. Providing thought partnership on products like Auto-Bidding, Budget Pacing, and Ad Level Optimization.
  • Collaborate with product teams on all aspects of development – everything from product ideation to experiment analysis to KPI reporting
  • Drive product-oriented research projects to identify new opportunities for the Advertiser Optimization team to pursue
  • Organize data by designing table schemas, data pipelines, aggregations, alerts and general data infrastructure for the Ads Organization.
  • Be an integral part of the Data Org (consisting of Data Science, Data Engineering, Experimentation, and Core ML), leveraging and contributing to the vibrant knowledge base, shared across a community of world-class data experts.

What You’ll Do:

  • Act as an owner by partnering with the Advertiser Optimization team on product development
  • Become an expert on advertiser optimization at Reddit – designing & analyzing experiments to test improvements to optimization algorithm
  • Build KPI reporting & ETLs to track the performance of Reddit’s Advertiser Optimization team
  • Learn about Reddit’s ad optimization & ranking algorithms and research how they could be improved
  • Collaborate with Product Marketing Managers to develop go to market strategies and drive product adoption
  • Partner with the Ads Engineering team to understand new data & schemas and ensure the data we log in new ads products is accurate

Who You Might Be:

  • 4+ years of experience in data analytics or related quantitative role
  • Influence and guide product strategy with data
  • Able to take ambiguous problems and solve them in a structured, hypothesis-driven, data-supported way
  • Desire to mentor other data scientists and share best practices to elevate the data science practice at Reddit
  • Strong ability to communicate and discuss complex topics with technical & non-technical audiences
  • Proficiency with relational database (e.g., SQL) and statistical analysis/programming languages (e.g., R / Python)
  • Proficiency with dashboarding tools (e.g. Mode Analytics, Tableau, Looker)
  • Experience in online advertising & ads marketplaces

Our Commitment to DEI At Reddit, we evaluate all candidates on the basis of their ability to meet stated job requirements. We do not discriminate against candidates on the basis of sex, gender, marital status, religion, nationality, or other personal characteristics. In keeping with our commitment to supporting a safe and inclusive workplace, we strongly encourage candidates from traditionally underrepresented backgrounds to apply.

Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at ApplicationAssistance@Reddit.com.

APPLY HERE

Software Engineer

by | Jan 2, 2023 | Uncategorized

Job Description

Software Engineer

Remote

Full Time

Mid Level

Role Description:

At Kubient, we’re building the next generation cutting-edge Adtech marketplace. This means we build systems that transact in real-time and at high scale to the delight of our customers. Our Technology team architects, builds and tests the platform that makes all of this possible. As a Software Engineer, you will be a key player, helping us create scalable real-time systems, API services and databases. You should have a strong desire to learn new skills and be part of a growing technology and engineering team.

This role can be remote, with US EST operating hours.

What you’ll do:

Software Engineers at Kubient get the chance to work on a diverse set of backend projects. From building real-time scalable systems that process thousands of publisher requests (to fill ads) per second, to engineering pre-bid fraud detection in milliseconds, and building out all the Restful services required to operate the platform. We work in a team oriented environment where we value great communication, innovative thought, the challenge of creating a great organization and you. As a Software Engineer we will count on you to:

  • Be a strong communicator and collaborator within and across the organization
  • Use your technical expertise to help the team execute to goals
  • Develop awesome clean code that scales and is testable
  • Work very closely with your peers and across the technology organization to develop well designed systems
  • Be a flexible team player always striving to improve our organization

Required Skills and Qualifications

  • Bachelor’s degree in Computer Science, Engineering or Technical discipline with at least 1 year of work experience, or equivalent total work experience working in a team oriented software development environment.
  • Strong coding fundamentals with experience coding in high-level languages (e.g. GoLang (preferred), C#, C++ or Java).
  • Ability to learn new technologies, take ownership and share knowledge.
  • Good understanding of code repositories (e.g. Git), continuous code integration strategies, and containerization of code (e.g. Docker)
  • Awesome communication skills with a focus on teamwork.

Benefits and Perks:

  • Unlimited Paid Time Off
  • Flexible Hours
  • Health, Dental, Vision
  • 401(k)
  • Virtual Happy Hours
  • Remote Work Availability

Additional Details

We have transitioned to a work-from-home model with the expectation of our team meeting in person for certain meetings and events that arise throughout the year.

Our headquarter offices are located in New York City but we have the ability to hire anywhere within the US.

Software Engineers usually earn a base annual salary between $100,000 and $125,000. An individuals starting salary within this range may depend on geography, experience, expertise and education/training.

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Data Scientist

by | Jan 2, 2023 | Uncategorized

Job Description

Data Scientist
$100K – $130K + benefits
Remote anywhere in the US

Technical skills: Python, Data Science, NumPy, Scipy, Python Flask, Power BI, Tableau
We are seeking an experience Data Scientist with eCommerce experience. This is a permanent position that will be remote in the U.S. Ideal candidates will be available to work Pacific Time Zone.
What you get to do every day:
Develop algorithms and automated processes to cleanse, integrate and analyze complex datasets to identify meaningful trends and insights
Responsible for designing machine learning models, testing their accuracy and efficacy, and continuously refining and improving them
Develop algorithms, perform complex big data analysis, and extract key findings that will drive strategic recommendations
Build machine learning (ML) models to predict consumer behavior and business outcomes
Communicate data-driven insights and recommendations to technical and non-technical stakeholders, through data visualizations and dashboards
Requirements
Qualifications
5+ years of experience in Data Science
Python (NumPy, SciPy, Scikit-learn, Matplotlib, Python Flask)
Designing and implementing data science models
Ability to build/apply statistical models to draw causal inferences
Business intelligence tools for data visualization (Tableau, Power BI, or similar)

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Senior Digital Portfolio Manager

by | Jan 2, 2023 | Uncategorized

Job Description

Senior Digital Portfolio Manager

locations

  • Remote Kentucky
  • Work at Home – Utah
  • Work at Home – Washington
  • Work at Home – Virginia
  • Work at Home – Texas
  • Work at Home – Tennessee
  • Work at Home – South Carolina
  • Work at Home – Pennsylvania
  • Work at Home – Oregon
  • Work at Home – New York
  • Work at Home – Ohio
  • Work at Home – Wisconsin
  • Work at Home – Puerto Rico
  • Work at Home – North Carolina
  • Work at Home – New Mexico
  • Work at Home – New Jersey
  • Work at Home – New Hampshire
  • Work at Home – Nevada
  • Work at Home – Nebraska
  • Work at Home – Missouri
  • Work at Home – Massachusetts
  • Work at Home – Montana
  • Work at Home – Mississippi
  • Work at Home – Minnesota
  • Work at Home – Louisiana
  • Work at Home – Michigan
  • Work at Home – Kentucky
  • Work at Home – Maryland
  • Work at Home – Kansas
  • Work at Home – Iowa
  • Work at Home – Indiana
  • Work at Home – Illinois
  • Work at Home – Idaho
  • Work at Home – Hawaii
  • Work at Home – Georgia
  • Work at Home – Florida
  • Work at Home – Washington DC
  • Work at Home – Colorado
  • Work at Home – California
  • Work at Home – Arizona
  • Work at Home – Arkansas
  • Work at Home – Alabama
  • Work at Home – Oklahoma
  • Work at Home – Vermont
  • Work at Home – Rhode Island
  • Work at Home – North Dakota
  • Work at Home – Maine
  • Work at Home – Delaware
  • Work at Home – Connecticut
  • Work at Home – Alaska
  • Work at Home – South Dakota

time type

Full time

job requisition id

R-290195

Description

The Senior Digital Portfolio Manager supports the Lean Portfolio Management (LPM) cross-functional team to ensure the strategic direction of the CenterWell Pharmacy digital product portfolio(s) are managed, prioritized, and operationalized to meet ongoing CenterWell Pharmacy digital product team’s strategic plans, roadmaps, and overall business objectives.

CenterWell is a Humana-owned brand that connects a range of the company’s healthcare services offerings: Primary Care, Home Health and Pharmacy. The CenterWell name reflects our commitment to putting our customers at the center of everything we do.

Responsibilities

The Senior Digital Portfolio Manager’s key responsibilities include:

  • Demand Management: focused on CenterWell Pharmacy digital product’s intake process to review, evaluate, and prioritize new requests against current portfolio’s backlog.
  • Portfolio Management: responsible for continually assessing and measuring active work in the portfolio to help ensure discovery/product teams are optimized in fulfilling the highest customer/business priorities. Supports portfolio review syncs to provide stakeholders, digital product, and cross-functional teams with ongoing visibility into how the digital portfolio is progressing toward meeting business objectives and strategic goals.
  • Pipeline Strategy: serves as a knowledgeable partner for CenterWell Pharmacy’s digital product strategy and helps connect the digital portfolio to business operations, shared services, and technology together. Actively participates in strategic planning efforts to represent the current state of the digital portfolio and provides critical input for consideration.

Required Qualifications

  • Bachelor’s degree
  • 5+ years of health plan, digital product management, and/or portfolio management experience.
  • Experience leading and managing product portfolios through an agile framework (SAFe, etc.).
  • Experience working in large organizations in matrixed environments and cross-functional team settings through ambiguous situations with minimal direction.
  • Ability to communicate effectively to a magnitude of audiences and diverse stakeholders. Can produce executive-level presentations and clearly measure/report on outcomes of the portfolio.
  • Demonstrated ability to run large scale, highly visible portfolios, or programs with accountability for outcomes of multiple cross-functional teams, stakeholders, and executive management.
  • Advanced in Microsoft Office 365 suite (SharePoint, Teams, PowerPoint, etc.).
  • Experience in Portfolio/Project Management (PPM) & Virtual Whiteboarding tools (Jira, Azure DevOps, aha!, Monday.com, Miro, Mural, etc).

Preferred Qualifications

  • MBA or other Advanced Degree
  • SAFe Lean Portfolio Management (LPM), SAFe Agilist, and/or SAFe Program Consultant certification.
  • Possess a solid understanding of the Digital Pharmacy and/or E-commerce landscape and health care and/or health plan web/mobile product management.
  • Advanced in Microsoft Power Platform (Power Automate, Power Bi, Power Apps).

Additional Information

  • Location: Remote Nationwide
  • Hours: Must have some flexibility to work EST hours as needed
  • Travel: Minimal, 1x per quarter or less
  • Humana and its subsidiaries require vaccinated associates who work outside of their home to submit proof of vaccination, including COVID-19 boosters. Associates who remain unvaccinated must either undergo weekly negative COVID testing OR wear a mask at all times while in a Humana facility or while working in the field.

Scheduled Weekly Hours

40

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