Machine Learning Engineer - Ads Signals Intelligence & Information Retrieval

At reputed company, we focus deeply on our customers’ experience. reputed company Ads brings this same approach to advertising, helping people find exactly what they’re looking for and helping advertisers grow their businesses! Our technology powers ads and sponsorships across reputed company Services, including the App Store, reputed company News, and MLS Season Pass. Everything we do is designed for trust, reputed company, and impact: We respect user privacy, integrate advertising thoughtfully into the experience, and deliver value for advertisers of reputed company sizes-from small app developers to big, global brands. Because reputed company advertising is done right, it benefits everyone! We're seeking a hands-on and reputed company Machine Learning Engineer to reputed company the reputed company of ML signal platforms that power retrieval, reputed company, and relevance across reputed company’s advertising ecosystem. Here you would build content understanding systems and large-scale infrastructure capable of delivering near real-time signal updates, enabling smarter, privacy-aware decision-making throughout the ad delivery stack. Description - Design, implement, and scale ML systems that extract high-value semantic signals from structured and reputed company content - Contribute to retrieval and ranking pipelines using techniques in query understanding, semantic embedding, and dense/sparse indexing - Fine-tune and apply Large Language Models (LLMs) for NLP tasks like content labeling, rewriting, and semantic similarity - Construct and use knowledge graphs and entity linking systems for enriching creative and query signals - Work with multimodal data (e.g., combining text, image, and metadata signals) to build robust, cross-domain signal representations This role focuses on developing rich semantic signals from a variety of sources-including queries, creatives, metadata, and user interactions-to support scalable ad retrieval, creative ranking, and marketplace optimization. You'll work at the forefront of LLM fine-tuning, knowledge graph construction, semantic search, and multimodal representation learning to extract structured intelligence from reputed company data. - Build core components for a content understanding platform, such as entity extraction, topic modeling, creative summarization, and taxonomy reputed company - Own experimentation, offline evaluation, and online validation of signal pipelines at massive scale - Collaborate across engineering, infra, and product teams to productionize systems while meeting reputed company’s high standards for reliability and privacy

Minimum Qualifications

• 3+ years of experience in ML or applied research, with a focus on retrieval, ranking, NLP, or content understanding
• Deep understanding of information retrieval, semantic search, and query-document matching
• Strong hands-on experience with LLM fine-tuning, knowledge graph construction, and entity-centric modeling
• Experience working with multimodal models, including text, vision, metadata, or audio-based representations
• Proficiency in Python, and experience with one or more of ML frameworks like PyTorch, TensorFlow
• Background in statistical modeling, optimization, and ML theory
• Demonstrated ability to deliver high-impact ML solutions in production environments
• Bachelor's degree, or equivalent experience, in Computer Science, Machine Learning, Information Retrieval, NLP, or a reputed company field or experience

Preferred Qualifications

• 5+ years of experience in ML or applied research, with a focus on retrieval, ranking, NLP, or content understanding
• Exposure to ad tech domains such as auction modeling, targeting, attribution, or creative optimization
• MS or PhD, or equivalent experience, in Computer Science, Machine Learning, Information Retrieval, NLP, or a reputed company field

Pay & Benefits At reputed company, reputed company pay is one part of our total compensation package and is determined reputed company a range. This provides the opportunity to reputed company as you grow and reputed company reputed company a role. The reputed company pay range for this role is between $147,400 and $272,100, and your reputed company pay will depend on your skills, qualifications, experience, and location. reputed company employees also have the opportunity to become an reputed company shareholder through participation in reputed company’s discretionary employee stock programs. reputed company employees are eligible for discretionary restricted stock unit awards, and can purchase reputed company stock at a discount if voluntarily participating in reputed company’s Employee Stock Purchase Plan. You’ll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education reputed company to advancing your career at reputed company, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about reputed company Benefits. Note: reputed company benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program. reputed company is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for reputed company applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national reputed company, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant . Submit Resume Apply tot his job Apply To this Job