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Senior Software Engineer, Machine Learning (Commerce)
San Francisco Bay Area
·
On-site
·
Full-time
·
1mo ago
必須スキル
Python
Machine Learning
Discord is used by over 200 million people every month for many different reasons, but there’s one thing that nearly everyone does on our platform:play video games. Over 90% of our users play games, spending a combined 1.5 billion hours playing thousands of unique titles on Discord each month. Discord plays a uniquely important role in the future of gaming. We are focused on making it easier and more fun for people to talk and hang out before, during, and after playing games.
We are looking for a Senior Machine Learning Engineer to join our Revenue ML team at Discord. This role sits at the intersection of Discord's two most strategic revenue pillars — our growing 1P Shop and our newly launched Game Commerce platform, which connects players to in-game items from major publishers like Marvel Rivals, Fortnite, Valorant, and more. You'll be the founding ML voice for commerce discovery and personalization, building systems from the ground up that power recommendations, social commerce mechanics, and marketing targeting across both first-party and third-party storefronts.
This is a high-impact, high-leverage role. Discord's social platform gives us a fundamentally differentiated commerce advantage — deep social graphs, fan communities, and native gaming context — and you will be the person who turns that into ML-powered products that drive meaningful GMV growth.
What You'll Be Doing:
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Architect and own the ML foundations for commerce discovery: user, item, and interaction embeddings that power personalized recommendations across shop surfaces (homepage, cart, post-purchase, wishlist, and more).
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Design and deploy scalable real-time recommendation and ranking systems that support a growing catalog of 1P and 3P items across heterogeneous game publisher inventories.
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Build ML-powered marketing targeting systems that identify the right users for the right campaigns — new buyer discounts, drop campaigns, weekly deals, and seasonal promotions — driving conversion without conditioning users to wait for discounts.
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Leverage Discord's unique social graph to build social commerce ML: gifting recipient prediction, group buying conversion modeling, and friend-group recommendations that differentiate Discord from traditional game storefronts.
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Drive deep learning A/B testing infrastructure and model monitoring to translate experimentation results into actionable product decisions.
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Partner closely with Shop, Game Commerce, Revenue Infra, ML Infra and Data Engineering teams to define ML requirements, surface integration points, and influence the commerce roadmap.
What You Should Have:
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4+ years of experience as a Machine Learning Engineer, with a track record of owning and shipping recommendation or personalization systems end-to-end.
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Deep expertise in applied deep learning — particularly embedding models, two-tower architectures, and retrieval/ranking systems for e-commerce or content recommendation.
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Strong proficiency in Python and deep learning frameworks (Py Torch preferred).
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Experience building and operating real-time ML serving infrastructure at scale, including feature stores, model serving, and A/B testing frameworks.
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Demonstrated ability to work in early-stage, high-ambiguity environments and build ML systems from the ground up, not just improve existing ones.
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Experience translating ML evaluation metrics and experiment results into product roadmap decisions and business impact.
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Strong cross-functional instincts — you're comfortable partnering with product, engineering, data science, and business stakeholders to align on priorities and drive execution.
Bonus Skills:
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Experience applying graph ML or social network signals (social affinities, community behavior) to recommendation or personalization problems.
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Familiarity with personalized marketing systems: lifecycle targeting, audience segmentation, and campaign optimization.
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Familiarity with loyalty, rewards, or incentive pro
The US base salary range for this full-time position is $220,000 to $247,500 + equity + benefits. Our salary ranges are determined by role and level. Within the range, individual pay is determined by additional factors, including job-related skills, experience, and relevant education or training. Please note that the compensation details listed in US role postings reflect the base salary only, and do not include equity, or benefits.
Why Discord?
Discord plays a uniquely important role in the future of gaming. We're a multiplatform, multigenerational and multiplayer platform that helps people deepen their friendships around games and shared interests. We believe games give us a way to have fun with our favorite people, whether listening to music together or grinding in competitive matches for diamond rank. **Join us in our mission! Your future is just a click away!Discord is committed to inclusion and providing reasonable accommodations during the interview process.**We want you to feel set up for success, so if you are in need of reasonable accommodations, please let your recruiter know.
Please see our Applicant and Candidate Privacy Policy for details regarding Discord’s collection and usage of personal information relating to the application and recruitment process by clicking HERE.
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レビュー
4.1
10件のレビュー
ワークライフバランス
3.8
報酬
4.0
企業文化
4.2
キャリア
3.5
経営陣
3.2
75%
友人に勧める
良い点
Great team culture and supportive colleagues
Flexible hours and remote work options
Good work-life balance
改善点
Fast-paced and stressful environment
High workload and tight deadlines
Management issues and lack of direction
給与レンジ
32件のデータ
Mid/L4
N/A
Senior/L5
Staff/L6
Mid/L4 · Data Scientist
2件のレポート
$232,700
年収総額
基本給
$190,000
ストック
-
ボーナス
-
$232,700
$232,700
面接体験
3件の面接
難易度
3.0
/ 5
期間
14-28週間
体験
ポジティブ 0%
普通 67%
ネガティブ 33%
面接プロセス
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
よくある質問
Behavioral/STAR
Technical Knowledge
Coding/Algorithm
System Design
Culture Fit
ニュース&話題
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3d ago
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4d ago
Stop using Discord for homelab notifications—here's what I switched to instead - Yahoo Tech
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4d ago
I Spoke to the Man Accused of Trying to Kill Sam Altman - The Free Press
The Free Press
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5d ago