Senior ML Engineer
Empat
Job Description
Empat delivers full-cycle software development grounded inresearch, empathy, and technical excellence— from system architecture and engineering toUI/UX and go-to-market.Wecarefully analyze our clients’ business needs and assist indeveloping efficient, optimized, and user-friendly solutions that bring profit.
You will bejoining the team that designs, builds, and scales machine learning systems powering personalisation and customer engagement atalarge scale. This isanopportunity towork onproduction-ready MLpipelines, real-time decision-making systems, and experimentation frameworks that directly impact millions ofusers.
Your responsibilities will include:
- Developing pipelines that transform behavioral, demographic, and contextual data into real-time features.
- Designing APIs and services for low-latency prediction and decision-making.
- Implementing frameworks for A/B testing, exploration/exploitation strategies, and model evaluation.
- Working closely with product and engineering teams tobalance engagement, business value, and compliance.
- Establishing monitoring, logging, and retraining workflows tocontinuously validate and improve models.
What weexpect from you:
- 5+years ofappliedML engineering experience (recommendation systems, personalization, ranking, orads).
- Strong background inPython and/or Go, SQL, andML frameworks such asTensorFlow orPyTorch.
- Experience deploying real-time MLsystems (low-latency serving, feature stores, event-driven architectures).
- Familiarity with cloudML platforms (Vertex AI, SageMaker, orsimilar).
- Experience with data warehouses (BigQuery, Snowflake, Redshift).
- Understanding ofmulti-objective optimisation and trade-offs inpersonalisation.
- Ability tothrive inafast-paced, startup-style environment
Will beaplus:
- Experience inmartech, adtech, CRM, orlarge-scale consumer personalisation.
- Exposure tobandit algorithms orreinforcement learning.
- Prior work onsystems serving millions ofusers atscale.
- Experience with Google Cloud Platform (GCP).
Soft Skills:
- Fluent English and strong communication skills.
- Proactive and positive attitude.
- Ability towork 9am— 4pm EST.
Weoffer:
- Opportunities toshape large-scale personalisation technology.
- Competitive compensation package that matches your skills and experience.
- Professional growth, conferences, and skill development budget.
- Flexible remote work with support for your productivity.
- Collaborative and innovative environment where impact isvalued over years ofexperience.