Staff Machine Learning Engineer

🔥 4 minutes ago

🇮🇳 India – Remote

⏰ Full Time

🔴 Lead

🤖 Machine Learning Engineer

👻 Ghost score 12%

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Bloomreach

WebsiteLinkedInAll Job Openings

501 - 1000 employees

💼 Consulting

📣 Marketing

✈️ Travel

💰 $30M Debt Financing on 2022-10

Consulting • Marketing • Travel

Bloomreach is a leader in ecommerce personalization solutions, providing platforms that integrate real-time customer and product data via AI. The company offers marketing automation, product discovery, and a unified data platform specifically designed for commerce applications. This enables businesses to personalize marketing efforts across multiple channels such as email, SMS, and web, optimize ecommerce search and merchandising, and manage customer and product data for advanced analytics and omnichannel personalization. Bloomreach’s solutions cater to various industries including retail, travel, hospitality, and more, to enhance profitability and customer retention.

📋 Description

• Lead the design and implementation of machine learning and AI-driven solutions that improve search relevance and discovery experiences • Own the technical roadmap and provide architecture leadership for ML and AI-driven relevance solutions • Design, develop, and enhance ML/AI models and algorithms for Search and Relevance • Own model evaluation and experimentation frameworks to ensure high-quality deployments • Analyze search queries, product catalogs, user behavior, and other data to identify patterns and improve search quality • Work with software and data engineers to integrate and scale ML components into production systems • Analyze search and relevance data to identify problems and drive improvements • Mentor engineers and influence cross-team decisions to align engineering and product goals • Stay current with developments in Machine Learning, Information Retrieval, and Generative AI • Research, build, evaluate, and productionize ML-driven solutions for search

🎯 Requirements

• BE/B.Tech/ME/M.Tech in Computer Science or a related discipline • Strong mathematical foundation and excellent programming skills • Primarily Python, alongside proficiency in a backend language such as Java or Go • 8+ years of experience building ML-driven systems and algorithms in production • Strong software engineering skills • Experience building low-latency, scalable distributed systems in a cloud production environment (AWS/GCP/Azure) • Strong background in Search, Information Retrieval, Ranking, or Search Relevance • Experience working with large-scale data and ML systems • Hands-on experience applying LLMs to Search/ML problems, including quality, latency, and cost trade-offs • Experience working across multiple merchants, domains, and languages • Strong background in NLP and Search Quality techniques, including intent identification, query understanding, data analysis, and domain-specific ML model tuning • Relevant search retrieval experience in at least one area: RAG, lexical search, vector search, or recommendation systems • Experience with deep learning frameworks such as PyTorch or TensorFlow • Strong problem-solving and analytical skills • Effective communication skills in English, both verbal and written • Prior experience building or working with LLM evaluation frameworks (preferred) • Hands-on experience implementing hybrid search architectures (preferred)

🏖️ Benefits

• Flexible working hours • Virtual-first work model with Bloomreach Hubs across three continents • Company events • 5 paid days off to volunteer • People Development Program and personal development workshops • Communication coach support • Leader Development Program with feedback, coaching, and follow-up check-ins • $1,500 annual professional education budget for books, courses, certifications, etc. • Employee Assistance Program with counselors • Calm subscription • One additional DisConnect day off each quarter • Sports, yoga, and meditation opportunities • Extended parental leave up to 26 calendar weeks for Primary Caregivers • Restricted Stock Units or Stock Options, depending on role, seniority, and location • Company performance bonus • Employee referral bonus of up to $3,000 • Work anniversary rewards and celebrations

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