Lead Data Scientist

Media.netBengaluru, Karnataka, India

30+ days ago

Job description

Role : Senior Data Scientist / Lead Data Scientist

About Media.net :

Media.net is a leading, global ad tech company that focuses on creating the most transparent and efficient path for advertiser budgets to become publisher revenue. Our proprietary contextual technology is at the forefront of enhancing Programmatic buying, the latest industry-standard in ad buying for digital platforms.

The Media.net platform powers major global publishers and ad-tech businesses at scale across ad formats like display, video, mobile, native, as well as search. Media.net’s U.S. HQ is based in New York, and the Global HQ is in Dubai. With office locations and consultant partners across the world, Media.net takes pride in the value-add it offers to its 50+ demand and 21K+ publisher partners, in terms of both products and services.

Data Science is at the heart of Media.net. The team uses advanced statistical and machine learning and deep learning models, large scale distributed computing along with tools from mathematics, economics, auction theory to build solutions that enable us to match users with relevant ads in the most optimal way thereby maximizing revenue for our customers and for Media.net.

Some of the challenges the team deals with :

How do you use information retrieval, machine learning models to estimate click through rate and revenue given the information regarding the position of the slot, user device, location and content of the page. How do you scale the same for thousands of domains, millions of urls?
How do you match ads to page views considering contextual information? How do you design learning mechanisms to continuously learn from user feedback in the form of clicks and conversions? How do you deal with the extremely sparse data? What do you do for new ads and new pages? How do we design better explore-exploit frameworks? How do you design learning algorithms that are fast and scalable?
How do you combine contextual targeting with behavioral user-based targeting?
How do you establish a unique user identity based on multiple noisy signals so that behavioral targeting is accurate?
Can you use NLP to find more genetic trends based on the content of the page and ads?

What is in it for you?

Understand business requirements, analyze and extract relevant information from large amounts of historical data.

Use your knowledge of Information retrieval, NLP, Machine Learning (including Deep Learning) to build prototype solutions keeping scale, speed and accuracy in mind.

Work with engineering teams to implement the prototype. Work with engineers to design appropriate model performance metrics and create reports to track the same.

Work with the engineering teams to identify areas of improvement, jointly develop research agenda and execute on the same using cutting edge algorithms and tools.

You will need to understand a broad range of ML algorithms and appreciation on how to apply them to complex practical problems. You will also need to have enough theoretical background and a good grasp of algorithms to be able to critically evaluate existing ML algorithms and be creative when there is a need to go beyond textbook solutions.

Who should apply for this role ?

PhD / Research Degree or BS / MS in Computer Science, Statistics, Artificial Intelligence, Machine learning, Operations Research or related field.

6 - 8 years of experience in building Machine Learning / AI / Information Retrieval models

Extensive knowledge and practical experience in machine learning, data mining, artificial intelligence, statistics.

Understanding of supervised and unsupervised algorithms including but not limited to linear models, decision trees, random forests, gradient boosting machines etc.

Excellent analytical and problem-solving abilities.

Good knowledge of scientific programming in Python.

Experience with Apache Spark is desired.

Excellent verbal & written communication skills

Bonus Points :

Publications or presentation in recognized Machine Learning and Data Mining journals / conferences such as ICML

Knowledge in several of the following : Math / math modeling, decision theory, fuzzy logic, Bayesian techniques, optimization techniques, statistical analysis of data, information retrieval, natural language processing, large scale data processing and data mining

Ability deal with ambiguity & break them down into research problems

Strong theoretical and research acumen

Create a job alert for this search

Lead Data Scientist • Bengaluru, Karnataka, India

Related jobs

Promoted

Senior Data Scientist-MMX

MathCohosur, tamil nadu, in

In this role, you will lead and contribute to.You will work closely with business stakeholders, translate business challenges into analytical problems, build statistical and machine learning models...Show moreLast updated: 1 day ago

Promoted

Lead Data Scientist

JellyfishBangalore Urban, Karnataka, India

At Jellyfish, we believe in the power of diverse perspectives and inclusive collaboration.We welcome individuals who excel in collaborative, varied teams and value the unique contributions that eac...Show moreLast updated: 15 days ago

Promoted

Lead Data Scientist [T500-21183]

Albertsons Companies Indiahosur, tamil nadu, in

About Albertsons Companies Inc.As a leading food and drug retailer in the United States, Albertsons Companies, Inc.Our well-known banners across the United States, including Albertsons, Safeway, Vo...Show moreLast updated: 15 days ago

Promoted

Data scientist

Entrustechhosur, tamil nadu, in

We’re looking for a highly skilled and motivated professional to join our team and help shape the future of.As a Data Scientist, you’ll wear multiple hats and play a key role in advancing our AI-po...Show moreLast updated: 11 days ago

Promoted

Lead Data Scientist

TRXBangalore, IN

Lead and manage the data science team, setting technical direction and ensuring high-quality delivery of AI-driven features. Design and develop machine learning models for candidate assessment, natu...Show moreLast updated: 13 days ago

Promoted

Lead Data Scientist

VeraxionBengaluru, Republic Of India, IN

You will work at the intersection of.Lead end-to-end data science initiatives — from.Mentor junior data scientists and analysts. .Collaborate with business stakeholders to identify high-value AI use...Show moreLast updated: 25 days ago

Promoted

Lead Data Scientist

PerfiosBengaluru, Karnataka, India

What your average day would look like : .Collaborate with product and engineering teams to understand requirements and devise possible solutions. Explore existing research papers, ideas and codebases ...Show moreLast updated: 25 days ago

Promoted

Lead Data Scientist LLM [T500-20566]

ANSRBengaluru, Karnataka, India

ANSR is hiring for one of its clients.About 4flow : Headquartered in Berlin, Germany, 4flow provides consulting, software and services for logistics and supply chain management.More than 1300 team ...Show moreLast updated: 30+ days ago

Promoted

Senior Data Scientist [T500-20864]

Delta Air LinesBengaluru, Karnataka, India

Delta Air Lines (NYSE : DAL) is the U.Powered by our employees around the world, Delta has for a decade led the airline industry in operational excellence while maintaining our reputation for award-...Show moreLast updated: 30+ days ago

Promoted

Lead Data Scientist

C5iBengaluru, Republic Of India, IN

As a part of the data science team of C5i, we are looking for an experienced and strategic.This position will require you to work on the development of. This is a hands-on technical role requiring d...Show moreLast updated: 30+ days ago

Promoted

Lead Data Scientist [T500-21100]

ANSRBengaluru, Karnataka, India

ANSR is hiring for one of its clients.Headquartered in Berlin, Germany, 4flow provides consulting, software and services for logistics and supply chain management. More than 1300 team members levera...Show moreLast updated: 8 days ago

Promoted

Lead Data Scientist

Netcore CloudBengaluru, Karnataka, India

About us : Netcore Cloud is a MarTech platform helping businesses design, execute, and optimize campaigns across multiple channels. With a strong focus on leveraging data, machine learning, and AI, w...Show moreLast updated: 30+ days ago

Promoted

Data Science & AI Lead

Hireginiebangalore, karnataka, in

A leading IT and data solutions provider offering services in consulting, systems integration, data science, IoT, and business process outsourcing. The company enables organizations to enhance effic...Show moreLast updated: 15 days ago

Promoted

Data Scientist - DSP Audience Optimization

The Trade Deskhosur, tamil nadu, in

Data Scientist – Digital Advertising & Marketing Technology.We are a global technology team responsible for building and managing advanced advertising platforms that power large-scale digital marke...Show moreLast updated: 1 day ago

Promoted

Senior Data Scientist — AI for Mobile Gaming

BLKBOX.aihosur, tamil nadu, in

Senior Data Scientist — AI for Mobile Gaming.We’re looking for a world-class.Senior Data Scientist specializing in Applied AI for Mobile Gaming. You’ll work across large-scale marketing datasets, ga...Show moreLast updated: 1 day ago

Promoted

Lead Data Scientist

4flowBengaluru, India

Lead data science and machine learning projects from ideation to production.Analyze large datasets to extract insights and support data-driven decision-making. Develop and deploy ML models using Pyt...Show moreLast updated: 7 days ago

Promoted

Senior Lead Data Scientist LLM

4flowBengaluru, India

As a Senior Lead Data Scientist LLM, you will develop, fine-tune, and deploy large language models (LLMs) tailored to specific business needs. You will collaborate across teams to integrate LLMs int...Show moreLast updated: 7 days ago

Promoted

Data Scientist

Sambodhi Research and Communications Pvt. Ltd.hosur, tamil nadu, in

We suggest you enter details here.This is a full-time remote position for a Data Scientist.The Data Scientist will be responsible for collecting, analyzing, and interpreting large datasets to deriv...Show moreLast updated: 26 days ago