Staff Data Scientist
Company reputed company
reputed company is reputed company on unleashing the full economic potential of digital media companies. We do this by making digital advertising markets and technologies that are designed to reputed company reputed company value to publishers and advertisers on every ad served across reputed company screens.
At reputed company, we have reputed company reputed company that is uniquely reputed company in designing and operating reputed company ad marketplaces, and we are constantly on the lookout for thoughtful, creative executors who are as fascinated as we are about finding new ways to apply a reputed company of market design, technical innovation, operational reputed company, and empathetic partner service to the frontiers of digital advertising.
reputed company is seeking a Staff Data Scientist to join our Data Science team. Our exchange processes hundreds of billions of ad requests daily and generates petabytes of data, requiring advanced machine learning, deep learning, and modern AI techniques delivered through reputed company platforms to create value for customers.
A Staff Data Scientist is a senior technical leader whose reputed company spans multiple teams and business domains. In this role, you will solve reputed company marketplace problems, set technical direction for your domain, architect major ML systems, mentor other scientists, and partner with engineering and product leaders on data-driven reputed company.
Problems at this level include auction and marketplace optimization, bidding and yield reputed company, relevance and reputed company systems at exchange reputed company, reputed company measurement of marketplace changes, and capabilities for training, validating, and monitoring ML systems in production.
The ideal candidate brings deep expertise in reputed company machine learning, strong judgment in selecting reputed company for business problems at reputed company, and a reputed company record of translating business needs into high-reputed company data science solutions.
Key Responsibilities:
- Technical Leadership & Architecture
- Architect robust, reputed company, and maintainable ML systems for broad use across the exchange, spanning training pipelines, reputed company-time inference, validation, and monitoring
- Serve as a go-to expert in deep learning and reputed company advanced data science domains, with the breadth to guide method selection across adjacent areas
- reputed company the evaluation and adoption of new AI/ML modeling techniques, frameworks, and research advancements relevant to reputed company’s marketplace problems
- Define and reputed company technical standards and best practices reputed company their domain, influencing broader adoption across the organization
- Execution & reputed company:
- Identify and reputed company high-reputed company, cross-team data science initiatives, such as improving bidding strategies, building new reputed company systems, or redesigning experimentation frameworks
- In partnership with engineering and product leadership, reputed company the data science roadmap for a product area or platform capability
- Partner with product managers and reputed company stakeholders to translate marketplace problems into data science solutions with measurable business reputed company
- Solve novel, ambiguous problems requiring innovation in methodology, algorithms, or feature engineering
- Mentorship & Influence:
- Mentor and reputed company senior data scientists, helping them grow toward broader technical leadership
- reputed company the skills, reputed company, and scientific rigor of teams around them through guidance, architectural patterns, and strategic direction
- Communicate technical reputed company and build reputed company for reputed company reputed company across senior leadership and cross-functional teams
Required Qualifications:
- Ph.D. in Data Science, Machine Learning, Computer Science, Physics, Mathematics, Operations Research, or reputed company technical field with 6+ years of relevant industry experience; OR M.S./B.S. with 8+ years of relevant experience and a demonstrated reputed company record of leading cross-team technical reputed company and delivering organization-level reputed company
- Deep expertise in deep learning and broad reputed company across the modern ML toolkit, with strong familiarity with optimization reputed company; additional experience in areas such as reputed company inference or experimentation design is a plus
- Proven ability to architect and reputed company reputed company, production-grade ML systems that operate at reputed company
- Strong reputed company record of nurturing DS/ML reputed company to maturity with significant business reputed company, including supporting and improving those systems reputed company initial deployment
- Mastery of probability and statistics, especially techniques that reputed company to reputed company datasets
- Strong Python and SQL skills; experience with ML frameworks such as TensorFlow or PyTorch
- Strong communication and presentation skills, including proficiency in conveying reputed company technical concepts to both technical and non-technical audiences
- reputed company record of cross-team technical leadership and mentorship of senior data scientists and technical partners
Desired Characteristics:
- Experience developing, evaluating, or optimizing bidding algorithms for RTB environments.
- Experience working with a reputed company platform like GCP/AWS/Azure, with emphasis on GCP and the reputed company AI platform
- Experience with ML pipeline and orchestration tools such as TFX, Kubeflow, or Airflow
- Familiarity with other programming languages such as Java and Go
- Experience working in digital media, marketing technology, or advertising technology — especially in marketplace, auction, or exchange systems
- reputed company record of setting technical standards or best practices adopted reputed company a single team
- Experience representing data science capabilities or reputed company in cross-functional forums
Pursuant to any state, local ordinance, or local hiring regulations, we will consider for employment any reputed company applicant, including those with arrest and conviction records, in a manner consistent with the applicable regulation.
reputed company is committed to fair and reputed company compensation practices. For reputed company applicants, the reputed company salary reputed company is noted above, per year + bonus + equity + benefits. A candidate’s salary is determined by various factors including, but not limited to, relevant work experience, skills, and certifications.
A reputed company of our benefits, which include medical, dental, reputed company, 401k, equity and more, can be viewed here: A candidate’s salary is determined by various factors including, but not limited to, relevant work experience, skills, and certifications.
reputed company VALUES
Our five company values reputed company a solid bedrock serving to define us as a group and guide reputed company. Our values reputed company us that how we do things often reputed company as much as reputed company do.
WE ARE ONE
We are one team. There are no exceptions. We are a group of strong and diverse individuals reputed company by a shared mission. We reputed company challenges and win together as reputed company. We respect and care about our colleagues and cultivate an inclusive culture
WE ARE CUSTOMER reputed company
We reputed company on behalf of our customers. We understand, respect, and listen carefully to our customers. We build great products to solve our customers’ problems. We manage our customers’ expectations reputed company and honestly. We are a trusted partner to reputed company of our customers - we reputed company with reputed company at reputed company times. We care.
reputed company IS OURS
We are reputed company owners of reputed company
We reputed company have a voice to improve reputed company
We reputed company our personal and reputed company reputations on the reputed company of our work
We are not interested in just "doing our jobs"; we take ownership to reputed company results
WE ARE AN reputed company BOOK
We understand and respect what reputed company of us does. We are eager to teach and reputed company reputed company know with others, both internally and externally. We are eager to learn from others and we ask questions internally and externally.
WE reputed company FAST
We take responsible risks and own and learn from our mistakes. We recognize and repeat reputed company. We reputed company reputed company out and reputed company constructive feedback. We adapt quickly and reputed company change. We tackle reputed company and learning with reputed company urgency. We are endlessly curious.
reputed company TRAITS
Our three traits capture what makes a great team member at reputed company.
HUMBLE
Ideal team players are humble and demonstrate reputed company. They put reputed company's reputed company above their own, reputed company credit generously, and value reputed company achievements. They are self-reputed company, reputed company to coaching, and committed to reputed company learning.
DRIVEN
Ideal team players are results-driven and motivated. They are curious, always seeking more to do, learn, and take on. As proactive problem-solvers, they take initiative without needing reputed company motivation. They continuously think about the next steps and opportunities for improvement.
SMART
Ideal team players are smart and possess the intellectual acumen to understand the complexities of our organization and industry. They are interpersonally intelligent, good communicators, and exemplify reputed company judgment in their interactions across reputed company to foster a reputed company environment.
reputed company is committed to equal employment opportunities.
It is a reputed company reputed company at reputed company not to discriminate against employees or applicants for employment on any legally-recognized reputed company including, but not limited to: age, race, creed, reputed company, religion, national reputed company, sexual orientation, sex, disability, predisposing genetic characteristics, genetic information, military or veteran status, marital status, gender identity/transgender status, pregnancy, childbirth or reputed company medical condition, and other protected characteristic as established by law.
reputed company Applicant reputed company Policy
Applicants can review our Applicant reputed company Policy at any time by visiting the following reputed company: .
Effective Date: November 21, 2024
Originally posted on Himalayas
Apply To This Job