Senior Machine Learning Engineer
Emapta Global · Distrito Nacional
Descripcion del puesto
About the role
Join our team to build production AI that powers smarter workforce decisions for a global HR technology and PEO provider. As a Senior Machine Learning Engineer you will develop predictive analytics, generative AI solutions, and end‑to‑end ML pipelines that address complex workforce challenges while shaping responsible AI strategy.
Key responsibilities
- Design, develop, and maintain production‑grade machine learning and generative AI models.
- Lead the full ML lifecycle from problem framing and data exploration to deployment, monitoring, and retirement.
- Implement robust model evaluation, calibration, and error‑analysis techniques.
- Collaborate with MLOps and platform engineers to ensure scalable, cost‑effective deployments.
- Conduct fairness and disparate impact analyses for employment‑related models.
- Provide technical guidance, review code, and mentor junior team members.
Required profile
- 3‑5 years of professional experience in machine learning, applied data science, or related fields, including post‑launch production systems.
- Hands‑on experience with large language models, prompting, embeddings, vector search, and retrieval‑augmented generation.
- Proficiency in forecasting, time‑series, NLP, or document understanding techniques.
- Experience partnering with MLOps teams and familiarity with Git, containers, and CI pipelines.
- Strong written and verbal communication skills, especially for explaining model limitations.
Required skills
- Python (pandas, scikit‑learn, and a deep‑learning/transformer library such as PyTorch or TensorFlow).
- SQL and production‑grade Snowflake (or comparable cloud data warehouse) with Snowpark or equivalent.
- Large language model application: prompting, structured outputs, embeddings, vector search, RAG.
- Forecasting/time‑series methods, NLP, document understanding.
- Fairness and disparate impact analysis for HR‑related models.
- Git, containerization (Docker), continuous integration.
What we offer
- Full‑time, day‑shift role with weekends off and remote work from home.
- Competitive salary for top‑tier talent.
- Dominican statutory benefits: 13th‑month pay, paid vacation, public holidays, social security (health, pension, occupational risk), sick leave and disability coverage.
- Career growth with global exposure and international client projects.
- Learning and development support through Emapta Academy (courses, certifications, upskilling).
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Publicado hace 4 semanas
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Emapta Global
Distrito Nacional