RemoteLeaf Logo
Log in Sign up

Senior Machine Learning Engineer

1 month ago
India, Indonesia, Thailand, Vietnam, Bosnia and Herzegovina, Malaysia, Philippines, Singapore
Full-time
Senior
Machine Learning Engineer
Software Development
Apache Spark AWS Azure Docker Feature Engineering GCP Git Kafka Kubernetes LLM Machine Learning MLOps Python SQL
Apply Now
Portcast

Portcast

Portcast is a real-time and predictive transportation visibility platform that enhances supply chain efficiency and sustainability through AI-driven predictive data and accurate container tracking.

Professional Services
11-50
Founded 2017
$3M raised
View All Jobs 9

Description

  • Develop and deploy machine learning models from research through production.
  • Own the end-to-end ML pipeline, including data processing, model development, testing, deployment, and continuous optimization.
  • Work with product and customer-facing teams to turn loosely defined problems into shipped features.
  • Design and implement algorithms for visibility, prediction, demand forecasting, and freight audit use cases.
  • Build reliable and scalable ML infrastructure using MLOps best practices.
  • Perform feature engineering, model tuning, and validation to prepare models for production.
  • Build, test, and deploy real-time prediction models with version control and performance tracking.
  • Monitor, debug, and improve models after deployment to maintain reliability and scalability.

Requirements

  • Bachelor's, Master's, or PhD in Computer Science, Engineering, or a related field.
  • At least 5+ years of experience building, deploying, and scaling machine learning models in production.
  • Hands-on experience productionising LLM-based systems (preferred).
  • Experience designing AI agents, multi-step workflows, tool/function calling, and retrieval-based grounding on proprietary data (preferred).
  • Experience with prompt versioning, prompt management, evaluation harnesses, guardrails, and monitoring output quality, latency, and cost (preferred).
  • Proven experience taking models from R&D to deployment in fast-paced product environments.
  • Experience in a product-based company, preferably an early-stage startup.
  • Strong expertise in Python and SQL.
  • Experience with cloud platforms such as AWS, GCP, or Azure, plus Docker and Kubernetes.
  • Familiarity with real-time data processing, anomaly detection, time-series forecasting, Spark, and Kafka.

Benefits

  • Remote-first flexibility with a globally distributed team across Asia and Europe.
  • Real ownership from day one in a small team with minimal layers.
  • High visibility and direct business impact from your work.
  • A tech-first environment focused on solving hard problems with engineering and data.
  • A lean, collaborative team culture built on trust and accountability.

Interested in this position?

Apply directly on the company website

Apply Now

Similar Roles

Natera

Software Engineer III, Service AI Transformation

Natera 1K-5K Pharmaceuticals

Natera is hiring a Software Engineer III for its Service AI Transformation Team to build reliable, scalable AI-powered services and integrations that streamline clinical, commercial, and operational workflows.

United States Full-time Mid Level Machine Learning Engineer
$106k-$132k
AWS AWS CDK CI/CD Datadog GraphQL HIPAA JavaScript Kafka Microservices Next.js React Serverless Terraform TypeScript
7 hours, 59 minutes ago
B

MLOps Senior [Risk Team]

Banco Plata, S.A., Institución de Banca Múltiple. 1001-5000 Banking / financial services

As a Senior MLOps Engineer on the Risk team, you will build and operate infrastructure that industrializes the machine-learning lifecycle, from automated training to real-time production inference and feature serving.

Anywhere Full-time Senior Machine Learning Engineer
CI/CD Docker Kubeflow MLflow MLOps Neural Networks Python SQL
8 hours, 29 minutes ago
Beacon Biosignals

Senior Algorithm Engineer

Beacon Biosignals 11-50 Biotechnology

Beacon Biosignals is hiring a fully remote Senior Algorithm and Machine Learning Engineer to develop, deploy, and maintain biosignal models supporting neurological, psychiatric, and sleep disorder research and diagnostics.

United States Full-time Senior Machine Learning Engineer
$170k-$190k
CI/CD Deep Learning Docker Git Machine Learning PyTorch Statistics
1 day, 7 hours ago
Binance

Financial Data Engineer, AI/LLM

Binance 5K-10K Capital Markets

Binance is seeking a financial data engineer to build reliable, scalable data foundations and AI capabilities for its global stock and financial market products.

Hong Kong Taiwan Full-time Senior Data Engineer Machine Learning Engineer
Apache Spark CI/CD ClickHouse Elasticsearch Java Kafka Python Scala SQL
1 day, 8 hours ago

You're on a roll! Sign up now to keep applying.

Sign Up

Already have an account? Log in

Used by 14,729+ remote workers