Senior Machine Learning Engineer - AI
CareerXperts Consulting
Job Description & Responsibilities
You won’t just build models—you’ll own how intelligence shows up in real products. This role sits at the intersection of data, engineering, and decision-making, where models aren’t experiments—they’re expected to perform, scale, and deliver measurable impact. Design, develop, and deploy scalable machine learning models across production environments
Translate ambiguous business problems into structured ML solutions with clear success metrics
Own end-to-end ML pipelines—from data ingestion and feature engineering to model deployment and monitoring
Work closely with data engineers to ensure high-quality, reliable data pipelines
Optimize models for performance, latency, and cost in real-world environments
Continuously evaluate model performance and retrain pipelines based on drift or evolving data
Collaborate with product and business teams to align ML outputs with decision-making needs
Mentor junior engineers and bring engineering discipline into ML workflows
Required Skills & Experience
- 5–9+ years of experience in machine learning, data science, or applied AI roles
- Strong programming skills in Python and experience with ML libraries (TensorFlow, PyTorch, Scikit-learn)
- Hands-on experience with model deployment (APIs, microservices, batch/real-time systems)
- Strong understanding of ML algorithms (supervised, unsupervised, deep learning, NLP, etc.)
- Experience working with large datasets and distributed systems (Spark, Hadoop, or similar)
- Familiarity with cloud platforms like AWS, GCP, or Azure
- Solid grasp of data structures, algorithms, and software engineering best practices
Experience with MLOps tools (MLflow, Kubeflow, Airflow, etc.)
Exposure to GenAI / LLM-based applications
Experience in A/B testing and experimentation frameworks
Prior experience in scaling ML systems in production
Clear impact on business metrics (revenue, efficiency, user experience)
Strong collaboration between engineering, data, and product teams
About CareerXperts Consulting
Required Skills
Job Details
Posted by
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Posted on:
27 Jun 2026
About CareerXperts Consulting
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