ML infrastructure for model serving: real-time inference at 1M+ QPS, multi-model parallel ... serving stack with zero-downtime hot-swap * Scale the inference path to support dozens of ...
ML infrastructure for model serving: real-time inference at 1M+ QPS, multi-model parallel ... serving stack with zero-downtime hot-swap * Scale the inference path to support dozens of ...
VP, Physical AI GTM
New York, NY · On-site
$196K - $253K/yr
This is a thrilling zero-to-one challenge where you will act as a "full-stack" VP and player-coach ... and parallel processing architectures. - A fiercely entrepreneurial spirit. You seamlessly and ...
VP, Physical AI GTM
New York, NY · On-site
$196K - $253K/yr
This is a thrilling zero-to-one challenge where you will act as a "full-stack" VP and player-coach ... and parallel processing architectures. - A fiercely entrepreneurial spirit. You seamlessly and ...
Strategist, Audience Development
Yonkers, NY · Hybrid
$85K - $98K/yr
... parallel with consumer's changing needs. Areas of focus will include: * Lead and drive the day-to ... Google Analytics, Adobe Analytics and bring a proficient understanding of zero-click behavior, AI ...
Quick apply
Strategist, Audience Development
Yonkers, NY · Hybrid
$85K - $98K/yr
... parallel with consumer's changing needs. Areas of focus will include: * Lead and drive the day-to ... Google Analytics, Adobe Analytics and bring a proficient understanding of zero-click behavior, AI ...
Strategist, Audience Development
Yonkers, NY · On-site
$85K - $98K/yr
... parallel with consumer's changing needs. Areas of focus will include: * Lead and drive the day-to ... Google Analytics, Adobe Analytics and bring a proficient understanding of zero-click behavior, AI ...
Strategist, Audience Development
Yonkers, NY · On-site
$85K - $98K/yr
... parallel with consumer's changing needs. Areas of focus will include: * Lead and drive the day-to ... Google Analytics, Adobe Analytics and bring a proficient understanding of zero-click behavior, AI ...
... efforts moving in parallel. * Lead technical direction through RFCs, design reviews, and ... Zero Touch Provisioning. * Strong planning skills, including the ability to lay out and drive ...
... efforts moving in parallel. * Lead technical direction through RFCs, design reviews, and ... Zero Touch Provisioning. * Strong planning skills, including the ability to lay out and drive ...
Customer Success Manager
New York, NY · On-site
$85K - $115K/yr
Mailead grew a $10K investment into a $2M valuation, and Faceless.video went from zero to $1M+ ARR ... parallel * Drive steady-state engagement through monthly signal-driven check-ins and QBRs with ...
Customer Success Manager
New York, NY · On-site
$85K - $115K/yr
Mailead grew a $10K investment into a $2M valuation, and Faceless.video went from zero to $1M+ ARR ... parallel * Drive steady-state engagement through monthly signal-driven check-ins and QBRs with ...
Staff Product Manager, Automation
New York, NY · On-site +1
$160K - $220K/yr
Experience working in zero-to-one or early-scaling environments where the product, the customer, and the operating model are all being figured out in parallel. * Excellent written communication. You ...
Staff Product Manager, Automation
New York, NY · On-site +1
$160K - $220K/yr
Experience working in zero-to-one or early-scaling environments where the product, the customer, and the operating model are all being figured out in parallel. * Excellent written communication. You ...
Strategic Partnerships Lead, Accounting Advisory
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Strategic Partnerships Lead, Accounting Advisory
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
... efforts moving in parallel. * Lead technical direction through RFCs, design reviews, and ... Zero Touch Provisioning. * Strong planning skills, including the ability to lay out and drive ...
Quick apply
... efforts moving in parallel. * Lead technical direction through RFCs, design reviews, and ... Zero Touch Provisioning. * Strong planning skills, including the ability to lay out and drive ...
... efforts moving in parallel. * Lead technical direction through RFCs, design reviews, and ... Zero Touch Provisioning. * Strong planning skills, including the ability to lay out and drive ...
Quick apply
... efforts moving in parallel. * Lead technical direction through RFCs, design reviews, and ... Zero Touch Provisioning. * Strong planning skills, including the ability to lay out and drive ...
Strategic Partnerships Lead, Solution Providers
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Strategic Partnerships Lead, Solution Providers
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Strategic Partnerships Lead, Technology Partnerships
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Strategic Partnerships Lead, Technology Partnerships
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Strategic Partnerships Lead, PE & VC
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Strategic Partnerships Lead, PE & VC
New York, NY · On-site
$120K - $200K/yr
Caelahn joined DualEntry to build the partnerships function from zero; inherited 323 partner ... He's now launching Technology, Advisory, Resellers, and Private Equity in parallel. Compensation ...
Growth Marketing Manager
New York, NY · On-site
$130K - $180K/yr
... parallel efforts What You'll Need • 4+ years in B2B SaaS growth or demand generation, with at ... programs from zero, not just optimized mature ones What Success Looks Like • 10 days: Fully ...
Growth Marketing Manager
New York, NY · On-site
$130K - $180K/yr
... parallel efforts What You'll Need • 4+ years in B2B SaaS growth or demand generation, with at ... programs from zero, not just optimized mature ones What Success Looks Like • 10 days: Fully ...
Full Stack Engineer
New York, NY · On-site
$200K - $280K/yr
We started in finance because the stakes are highest and the tolerance for error is zero. We've ... parallel workflow * Add verification rules that cross-check extracted values across multiple ...
Full Stack Engineer
New York, NY · On-site
$200K - $280K/yr
We started in finance because the stakes are highest and the tolerance for error is zero. We've ... parallel workflow * Add verification rules that cross-check extracted values across multiple ...
Backend Software Engineer
New York, NY · On-site
$200K - $280K/yr
We started in finance because the stakes are highest and the tolerance for error is zero. We've ... parallel workflow. * Ship the service behind our source explorer that resolves any value in the ...
Backend Software Engineer
New York, NY · On-site
$200K - $280K/yr
We started in finance because the stakes are highest and the tolerance for error is zero. We've ... parallel workflow. * Ship the service behind our source explorer that resolves any value in the ...
Strategic Transactions Lead
New York, NY · On-site
$147K - $187K/yr
Zero analogy thinking, no egos, the best idea wins. * Love of the game. The frontier of AI is the ... parallel. * Run the daily operating rhythm of syncs, decisions, escalations, and tracker updates ...
Strategic Transactions Lead
New York, NY · On-site
$147K - $187K/yr
Zero analogy thinking, no egos, the best idea wins. * Love of the game. The frontier of AI is the ... parallel. * Run the daily operating rhythm of syncs, decisions, escalations, and tracker updates ...
Founding Recruiter
New York, NY · On-site
$135K - $180K/yr
... parallel. Every week of hiring slippage is a week of product and revenue slippage. Your job is to ... Comfortable with ambiguity and building from zero. There is no playbook here yet; you're writing it
Founding Recruiter
New York, NY · On-site
$135K - $180K/yr
... parallel. Every week of hiring slippage is a week of product and revenue slippage. Your job is to ... Comfortable with ambiguity and building from zero. There is no playbook here yet; you're writing it
GRC Analyst
New York, NY · On-site
$182K - $224K/yr
Zero analogy thinking, no egos, the best idea wins. * Love of the game. The frontier of AI is the ... Mapping controls across SOC 2, ISO 27001, and NIST in parallel. Salary & Benefits * Competitive ...
GRC Analyst
New York, NY · On-site
$182K - $224K/yr
Zero analogy thinking, no egos, the best idea wins. * Love of the game. The frontier of AI is the ... Mapping controls across SOC 2, ISO 27001, and NIST in parallel. Salary & Benefits * Competitive ...
Zero Parallel information
See Spring Valley, NY salary details
$15.35 - $18.65
19% of jobs
$18.65 - $21.95
5% of jobs
$23.18 is the 25th percentile. Wages below this are outliers.
$21.95 - $25.24
2% of jobs
$25.24 - $28.54
21% of jobs
$28.54 - $31.84
0% of jobs
The median wage is $32.67 / hr.
$31.84 - $35.14
11% of jobs
$35.14 - $38.44
7% of jobs
$38.44 - $41.74
4% of jobs
$41.74 - $45.04
2% of jobs
$45.71 is the 75th percentile. Wages above this are outliers.
$45.04 - $48.34
17% of jobs
$48.34 - $51.64
12% of jobs
$15
$34
$51
How much do zero parallel jobs pay per hour?
What are the key skills and qualifications needed to thrive as an Affiliate Marketing Manager at Zero Parallel, and why are they important?
What is Zero Parallel?
What is the difference between Zero Parallel vs Data Analyst?
| Aspect | Zero Parallel | Data Analyst |
|---|---|---|
| Required Credentials | Typically requires a background in computer science or engineering, with skills in parallel computing and programming languages like C++ or Python. | Usually needs a degree in statistics, mathematics, or related fields, with proficiency in data analysis tools like Excel, SQL, and visualization software. |
| Work Environment | Works primarily in tech companies, research labs, or industries focusing on high-performance computing. | Employed across various sectors including finance, healthcare, marketing, and consulting, often in office settings. |
| Industry Usage | Commonly used in fields requiring parallel processing and high computational power. | Widely used in data-driven decision-making, reporting, and business insights. |
While Zero Parallel focuses on parallel computing and high-performance processing, Data Analysts concentrate on interpreting data to inform business decisions. Both roles require analytical skills but differ in technical focus and industry application.
What are some common challenges faced by professionals working at Zero Parallel, and how can applicants prepare for them?
Full-time
Medical, Life, Retirement, PTO
Re-posted 10 days ago
Netflix rating
5.8
Based on 15 frontline employees who took The Breakroom Quiz
70th of 76 rated media
Job description
We launched a new ad-supported tier in November 2022 and are building an in-house world-class ad tech ecosystem to offer our members more choices in consuming their content. Our new tier allows us to attract new members at a lower price point while also creating a compelling path for advertisers to reach deeply engaged audiences.
Our Team
The Decisioning & Optimization engineering team owns the systems that determine which ad wins every impression, at what price, and how campaign budgets deliver across all inventory surfaces. Our work spans three platform areas:
- ML infrastructure for model serving: real-time inference at 1M+ QPS, multi-model parallel evaluation, feature hydration, model lifecycle from canary deployment through production monitoring
- Auction, ranking, and scoring: multi-stage candidate selection, scoring, bid valuation, dynamic pricing, and podding
- Budget, pacing, and bidding: control systems for delivery optimization, budget planning, and bid computation
We are scaling from a handful of production models to 10+ while maintaining sub-20ms P99 inference budgets. We are looking for an ML engineer who can build and operate the serving infrastructure these models run on, and who understands the ads decisioning context well enough to make the right engineering tradeoffs.
What You'll Do
- Build and operate end-to-end ML model serving infrastructure for real-time ad decisioning: model publishing, packaging, validation, deployment into the serving stack with zero-downtime hot-swap
- Scale the inference path to support dozens of concurrent models on every ad request at 1M+ QPS with strict latency budgets, including batching strategies, CPU/GPU allocation, model versioning, and fallback tiers
- Design and optimize the feature serving path: feature hydration from Chronon, Signal Service, and real-time streams with sub-10ms P99 fetch latency and online/offline consistency
- Productionize scoring and ranking models for multi-stage ad selection (retrieval, early ranking, full scoring) and integrate model outputs into auction
- Build model performance monitoring in production: inference latency, prediction distribution shifts, feature drift detection, score calibration, and regression detection before revenue impact
- Partner closely with Data Science & Platform teams
- Build simulation infrastructure to replay production traffic against candidate models offline, enabling validation of marketplace changes before live rollout
- Drive operational excellence for ML systems: reliability, observability, capacity planning, incident response, and scaling for live events with 35M+ concurrent viewers
Skills & Experience We're Seeking
- 7+ years of software engineering experience; 3+ years focused on ML infrastructure, model serving, or ML platform work in an ads or real-time decisioning context
- Built and operated real-time model serving systems at high QPS with sub-20ms latency: online inference, feature stores, model registries, model hot-swap, canary and shadow rollout
- Proficiency in Java, Python, or Scala with a solid understanding of multi-threading, memory management, and performance optimization for latency-critical paths
- Hands-on with ML serving frameworks: serialization, runtime optimization, and deployment constraints
- Experience with feature engineering pipelines for real-time systems: online/offline consistency, hydration strategies, caching, and freshness tradeoffs
- Strong understanding of model monitoring in production: drift detection, prediction distribution analysis, calibration, and latency profiling
- Comfortable working at the boundary between ML research and production engineering: can take a model artifact and turn it into a production-ready service that meets SLA
- Demonstrated ability to operate in an environment that requires both big-tech scale and startup speed
Nice to Haves
- Ads domain experience: ranking models, bid scoring, reserve pricing, yield optimization, dynamic allocation across guaranteed and non-guaranteed inventory
- Experience with auction mechanics: multi-stage ranking, bid shading, bid prediction, marketplace competition dynamics
- Built or improved budget pacing and delivery control systems
- Built simulation or counterfactual testing platforms for marketplace or auction systems
- Experience with A/B testing infrastructure for model rollouts: online experiments, holdout groups, interference-aware evaluation in marketplace settings
- Familiar with CTV constraints: server-side ad insertion, live event ad serving at scale, burst traffic patterns
- JVM ecosystem
Generally, our compensation structure consists solely of an annual salary; we do not have bonuses. You choose each year how much of your compensation you want in salary versus stock options. To determine your personal top of market compensation, we rely on market indicators and consider your specific job family, background, skills, and experience to determine your compensation in the market range. The range for this role is $466,000.00 - $750,000.00.
Netflix provides comprehensive benefits including Health Plans, Mental Health support, a 401(k) Retirement Plan with employer match, Stock Option Program, Disability Programs, Health Savings and Flexible Spending Accounts, Family-forming benefits, and Life and Serious Injury Benefits. We also offer paid leave of absence programs. Full-time hourly employees accrue 35 days annually for paid time off to be used for vacation, holidays, and sick paid time off. Full-time salaried employees are immediately entitled to flexible time off. See more details about our Benefits here.
Netflix is a unique culture and environment. Learn more here.
Inclusion is a Netflix value and we strive to host a meaningful interview experience for all candidates. If you want an accommodation/adjustment for a disability or any other reason during the hiring process, please send a request to your recruiting partner.
We are an equal-opportunity employer and celebrate diversity, recognizing that diversity builds stronger teams. We approach diversity and inclusion seriously and thoughtfully. We do not discriminate on the basis of race, religion, color, ancestry, national origin, caste, sex, sexual orientation, gender, gender identity or expression, age, disability, medical condition, pregnancy, genetic makeup, marital status, or military service.
About Netflix
Sourced by ZipRecruiter
Netflix is the world's leading streaming entertainment service with 222 million paid memberships in over 190 countries enjoying TV series, documentaries, feature films and mobile games across a wide variety of genres and languages. Members can watch as much as they want, anytime, anywhere, on any Internet-connected screen. Members can play, pause and resume watching, all without commercials or commitments.
Industry
Arts, entertainment, and recreation
Company size
5,001 - 10,000 Employees
Headquarters location
Los Gatos, CA, US
Year founded
1997