Senior Machine Learning Engineer (Recommendation Systems & Personalization)

ACCESA

Senior Machine Learning Engineer (Recommendation Systems & Personalization)

Ташкент, улица Шота Руставели, 19

Описание вакансии

Responsibilities:
  • Develop real-time product and bundle recommendation engines, including dynamic slot placement optimized for conversion and margin.
  • Build targeted promotion algorithms: personalized coupon and points issuance, behavioral triggers and dynamic bundling.
  • Scale the multi-market customer segmentation engine (behavioral, demographic, psychographic and lookalike audiences, wallet push).
  • Extend personalization models across web, app and in-store employee touchpoints.
  • Build and operate ML pipelines, from feature preparation in BigQuery and Snowflake to deployment and monitoring.
  • Design and evaluate A/B tests to prove the business impact of each model.
Requirements:
  • Hands-on experience building ranking or recommender systems that run in production.
  • Strong Python and SQL skills; experience with TensorFlow or PyTorch.
  • Solid grounding in model evaluation and validation, both offline metrics and online results.
  • Experience designing and analyzing A/B tests and experiments.
  • MLOps experience: ML pipelines, model deployment, performance monitoring and CI/CD.
  • Experience with cloud data warehouses, ideally BigQuery and/or Snowflake, and pipeline orchestration with Airflow.
  • Experience with real-time or low-latency model serving.
  • Experience with promotion, pricing or uplift modeling (e.g. coupon targeting, bundling).
  • Customer segmentation and lookalike modeling across several markets.
  • Infrastructure as code with Terraform.
  • Experience on GCP ML tooling such as Vertex AI.
  • Background in retail or e-commerce personalization.
  • Fluent English for working in an international team.
At Accesa

We nurture genuine connections, encourage an active lifestyle, and support the development of a healthy mindset. Our benefits programme is inspired by Maslow’s hierarchy of needs and is designed to prioritise your overall wellbeing.

To live a wholesome experience inside and outside our offices, we need to take care of our overall wellbeing, from the physical aspect to creating a healthy work-life fusion and looking at learning as a lifelong journey and a shared responsibility between our people and our organisation.

  • Physical Wellbeing
    Our wellbeing program includes medical insurance, In-house fitness trainer available remotely and 1 on 1 remote sessions with our Sports and Health Coach focused on nutrition counselling and tailored training plans.

  • Work-Life Fusion
    Start with at least 21 vacation days (based on seniority) and earn 1 extra day for each completed year of collaboration — up to 29 days — depending on your tenure in the company and/or industry. Enjoy the flexibility to work from both home and the office.

  • Growth opportunities
    We focus on long-term learning programmes that develop both technical and non-technical skills incrementally. Together with your Career Coach you will discuss what are learning resources and platforms you can access in order to develop your skills.

Навыки
  • Python
  • SQL
  • ML
  • Recommendation Systems
  • Ranking Algorithm
  • Personalization
  • PyTorch
  • MLOps
  • A/B Testing
  • Model Evaluation
  • ML Pipelines
  • BigQuery
  • Snowflake
  • Apache Airflow
  • GCP
  • ETL
  • Vertex AI
  • Terraform
Посмотреть контакты работодателя

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