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Verve Group

Machine Learning Staff Engineer - Pune

location icon Pune, Mahārāshtra, India
Full Time

Who We Are

Verve Group has created a more efficient and privacy-focused way to buy and monetize advertising. Verve Group is an ecosystem of demand and supply technologies fusing data, media, and technology together to deliver results and growth to both advertisers and publishers–no matter the screen or location, no matter who, what, or where a customer is. With 13 offices across the globe and with an eye on servicing forward-thinking advertising customers, Verve Group’s solutions are trusted by more than 90 of the United States’ top 100 advertisers, 4,000 publishers globally, and the world’s top demand-side platforms. Verve Group is a subsidiary of Media and Games Invest (MGI). Learn more at www.verve.com.

As Verve Marketplace brings the capabilities of all players in the AdTech ecosystem (SSPs & Exchanges) under one umbrella alongside synergies with our in-house DSPs & DMPs, our Data Science R&D currently pursue the following major tracks covering different aspects:

  • Exchange-focused — which includes optimizing the flow of traffic between supply and demand partners and maximizing value for our partners.

  • Audience-focused — which includes enriching bid stream with audiences for targeting and market research in collaboration with our inhouse DMP & DSPs

Who you are

We are currently seeking a Machine Learning Staff Engineer to join our growing team.  Our Machine Learning Staff Engineer role includes research, design, development, and maintenance of our AI platform for exchange optimization, spanning several technologies. This role would be based in our Bangalore, India office.


What You Will Do

  • Designing, developing, and researching cutting-edge end-to-end Machine Learning Systems with real-time feedback, across our programmatic stack — covering Go, Java & Python.
  • Collaborate with platform/runtime backend team(s) to provide experimental interfaces for testing and development of online approaches
  • Focusing on scalable operations with automation: Supervised — Human Assisted Frameworks; Unsupervised — Self Learning Policy Driven Frameworks
  • Owning and maintaining ETL processes to leverage/extract/process/evaluate complex, high volume, high-dimensional datasets independently or in collaboration with our data platform teams
  • Providing custom datasets curated for specific research purposes from production event flow
  • Developing a Machine Learning Platform supporting our optimization needs
  • Bring data science prototypes to production
  • Supporting, maintaining, and enriching existing ML frameworks and libraries
  • Contribute to reducing business problems into optimization problems by assessing technical feasibility and operational constraints

Requirements

What You Will Bring

  • 5+ years experience working as a senior ML Engineer or senior research engineer in industry (preferably in advertising) is a must. Experience as a staff engineer is desirable

  • Proven hands-on experience delivering interdisciplinary data science products in production covering design and implementation across backend, data and ML stacks.

  • A postgraduate degree in a relevant quantitative field (e.g. Computer Science, Applied Mathematics & Statistics, Machine Learning, Physics or other quantitative and computational disciplines)

  • Proficient with one or more of Go, Java, Python

  • Proficient with ML Ops Tools and common ML libraries

  • Experience with developing or supporting high performance distributed systems (preferably online systems),

  • Enthusiasm for solving interesting problems,

  • Willingness to learn and work in a team-oriented and constantly changing environment


What We Offer

  • Join one of the top privacy-first omnichannel ad platforms and gaming companies

  • Be part of a multicultural team (55+ nationalities) that is bringing advertising to the next level

  • Benefit from working with some of the most experienced professionals in our industry and constantly grow with us

  • You will learn and evolve in an empowering environment characterized by entrepreneurial actions

  • Responsibility, independence, and an opportunity to participate in projects that have a significant impact on Verve Group’s success

  • 3 Wellness days per year to help you maintain your well-being (in Q1, Q2 and Q3 after min. 90 days of employment)

  • Enhance your professional skills with a yearly training budget and improve your language skills through German and/or English classes.

  • Work and Travel Program (monthly raffle after 2 years of employment)

  • We are happy to build a great team together and we appreciate your help through our Employee Referral Bonus

  • Align your interests with the company's success and take part in our Employee Shares Purchase Plan

  • You will be entitled to 19 holidays per year in addition to any of the public/bank holidays

  • Personalized Benefits Platform; with a budget of 4100 INR/month, you can choose the benefits that fit you best from the following options:
    • Mobility and travel

    • Entertainment and food

    • Fitness and health care

  • Medical insurance for self and family


Verve Group provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

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