Himalayas logo
ProvectusPR

Senior Machine Learning Engineer – Marketing ROI Modeling (PhD in AI / Econometr

Provectus is a leading AI consultancy established in 2010, focused on driving innovation through tailored AI solutions.

Provectus

Employee count: 501-1000

AM, PL + 1 more
Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI use cases, and scaling their AI initiatives organization-wide in such industries as Healthcare & Life Sciences, Retail & CPG, Media & Entertainment, Manufacturing, and Internet businesses.
We are looking for a Senior Machine Learning Engineer with a strong background in Artificial Intelligence, Marketing Analytics, and Macroeconomics to join our team working on the ROI Engine project. This role focuses on modeling the performance and ROI of marketing campaigns across media channels (including TV, Facebook, TikTok, YouTube, and others).
You’ll design and tune models that help understand and optimize marketing effectiveness across global campaigns. The ideal candidate combines deep technical expertise in AI, econometrics, and data modeling, with hands-on experience in cloud-based data systems (Azure + Snowflake) and marketing measurement techniques.

Key Responsibilities:

  • Design, develop, and maintain machine learning and econometric models to measure and forecast marketing channel ROI.
  • Implement and fine-tune Kalman filters, Bayesian hierarchical models, and state-space models to track and predict marketing performance.
  • Integrate macroeconomic and market-level factors to enhance model robustness and business relevance.
  • Work with large-scale marketing datasets on Azure and Snowflake, leveraging Python and SQL for data wrangling, modeling, and automation.
  • Collaborate with marketing, data engineering, and analytics teams to design scalable modeling pipelines.
  • Optimize models for accuracy, interpretability, and efficiency on Azure infrastructure.
  • Translate model outputs into actionable insights and communicate findings to marketing and business stakeholders.
  • Continuously improve modeling frameworks through validation, experimentation, and parameter tuning.

Required Qualifications:

  • PhD in Artificial Intelligence, Machine Learning, Econometrics, Applied Mathematics, or a related quantitative discipline.
  • 6+ years of professional experience in machine learning, data science, or econometric modeling.
  • Proven experience in marketing analytics, media mix modelling (MMM), or ROI analysis.
  • Strong understanding and practical experience with Kalman filters, Bayesian inference, and time-series modeling.
  • Advanced proficiency in Python (PyMC, scikit-learn, TensorFlow, statsmodels).
  • Strong SQL skills and professional experience using Snowflake.
  • Expertise in Azure-based data and ML environments (Azure ML, Azure Data Factory, Azure Synapse).
  • Understanding of macroeconomic trends and their impact on consumer behavior and marketing effectiveness.
  • Excellent communication and teamwork skills.

Preferred Qualifications:

  • Experience with Marketing Mix Modelling (MMM), Incrementality Testing, or causal inference techniques (difference-in-differences, synthetic controls).
  • Knowledge of MLOps best practices (model versioning, CI/CD, monitoring, and retraining pipelines in Azure).
  • Research or applied experience with Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems.
  • Ability to integrate AI-driven insights from LLMs into marketing analytics and decision-support tools.
  • Background in applied research within marketing science, econometrics, or consumer analytics.

What We Offer:

  • The opportunity to work on high-impact AI and econometric projects with a globally recognized brand.
  • Collaboration with an international, cross-functional team.
  • Exposure to cutting-edge AI and marketing analytics, from advanced econometric modeling to modern LLM-based tools.
  • Continuous learning and growth in both AI research and marketing data science.
  • Long-term B2B collaboration.
  • Comprehensive private medical insurance or budget for your medical needs.
  • Paid sick leave, vacation, and public holidays.
  • Continuous learning support, including unlimited certification sponsorship.

About the job

Apply before

Posted on

Job type

Full Time

Experience level

Senior

Location requirements

Hiring timezones

Armenia +/- 0 hours, and 2 other timezones

About Provectus

Learn more about Provectus and their company culture.

View company profile

Provectus is an Artificial Intelligence consultancy and solutions provider, helping businesses achieve their objectives through AI. Founded in 2010, we are at the forefront of AI development, empowering companies to transform their operations and leverage digital capabilities effectively. With headquarters in Palo Alto, California, and offices across North America, LATAM, and EMEA, we specialize in delivering customized AI solutions that enhance business performance. We pride ourselves on our expertise as an AWS Premier Consulting Partner, focusing on Data & Analytics, DevOps, and Machine Learning.

At Provectus, our mission is to harness the power of AI to drive growth and innovation in organizations. We assist clients in various sectors, including healthcare, retail, and manufacturing, to adopt AI technologies tailored to their unique requirements. Our offerings include generative AI practices, demand forecasting, intelligent document processing, and much more. With a dedicated team of over 700 professionals, we continuously strive to advance our capabilities and explore new frontiers in artificial intelligence. Join us in reimagining the future with AI!

Claim this profileProvectus logoPR

Provectus

View company profile

Similar remote jobs

Here are other jobs you might want to apply for.

View all remote jobs

21 remote jobs at Provectus

Explore the variety of open remote roles at Provectus, offering flexible work options across multiple disciplines and skill levels.

View all jobs at Provectus

Remote companies like Provectus

Find your next opportunity by exploring profiles of companies that are similar to Provectus. Compare culture, benefits, and job openings on Himalayas.

View all companies

Find your dream job

Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan