Senior Machine Learning Engineer
Bloomreach8 days ago
Remote, IndiaSenior
Responsibilities
- Design, build, and operate ML components in the search-serving path within tight latency budgets.
- Build query-time ML and scalable ML and LLM data pipelines for large product catalogs.
- Tune models across merchants, verticals, and languages.
- Build and scale online features and model-serving infrastructure.
- Create offline evaluation and safe production rollout systems using baselines, A/B tests, fallbacks, and latency and cost tracking.
- Improve observability and diagnosis of production ML systems.
- Partner with Search Quality engineers to productionize models within latency and cost targets.
- Contribute to technical designs and influence decisions across teams.
Requirements
- BE/B.Tech/ME/M.Tech in Computer Science or a related discipline, with a strong mathematical foundation and excellent programming skills in Python.
- 5+ years of experience building ML-driven systems in production.
- Strong software engineering skills and hands-on experience serving ML models and LLMs in scalable AWS or GCP cloud systems.
- Experience building large-scale data and ML pipelines.
- Experience working across multiple customers, domains, or languages.
- Working knowledge of search concepts such as query understanding, ranking, autosuggest, or faceting.
- Experience with deep learning frameworks such as PyTorch or TensorFlow.
- Experience with a backend language such as Go or Java.
- Preferred: experience with Solr, Elasticsearch, or a similar search engine.
- Preferred: production vector-search experience with technologies such as Milvus or Qdrant.
- Preferred: experience building evaluation, observability, or explainability tooling for ML models, LLMs, and serving systems.
Benefits
- Virtual-first work environment with flexible working hours and Bloomreach hubs across three continents.
- Five paid days off annually for volunteering, subject to employment type.
- Company events and personal development workshops through the People Development Program.
- Annual professional education budget for books, courses, certifications, and other education products.
- Employee Assistance Program, Calm subscription, sports, yoga, and meditation opportunities.
- Quarterly additional DisConnect day off and extended parental leave up to 26 calendar weeks for primary caregivers.
- Restricted Stock Units or Stock Options and a company performance bonus, depending on role, seniority, and location.
- Employee referral bonus of up to $3,000 and work-anniversary recognition.
Categories
About Bloomreach
Bloomreach builds an AI-driven personalization platform for e‑commerce, combining customer and product data to power marketing automation, on-site search/merchandising, and headless content. Delivered as SaaS with APIs, its products (Engagement, Discovery, and Content) are used by more than 1,400 global brands, including American Eagle, Sonepar, and Pandora. Founded in 2009 and headquartered in Mountain View, California, the company is privately held.