Browse
Employers / Recruiters

Senior Machine Learning Engineer

portcast · 30+ days ago
Negotiable
Full-time
Continue
By pressing the button above, you agree to our Terms and Privacy Policy, and agree to receive email job alerts. You can unsubscribe anytime.
About Us:

Portcast is a venture-backed startup which predicts global trade flows to help logistics and shipping companies become more profitable. We are a predictive analytics company that offers a fast-paced, innovative environment where you will be empowered to sell our AI-product to C-level executives. We are customer-obsessed and are constantly working to provide our customers access to actionable and insightful data to build resilient supply chains.

Based in Singapore, and backed by leading VCs and senior industry advisors, Portcast is a team of young tech and industry talent building a game-changing product for the logistics and shipping industry.

About the role:

We are looking for a Senior Machine Learning Engineer who specializes in deploying ML and AI models into production. You will handle the full lifecycle—from research and model building to deployment and scaling in real-world environments. This hands-on role requires designing robust algorithms that address key business problems, particularly in visibility, prediction, demand forecasting, and freight audit. Your focus will be on ensuring model accuracy, reliability, and scalability in production systems.

What You’ll Do:

  • Develop and deploy machine learning models from initial research to production, ensuring scalability and performance in live environments.
  • Own the end-to-end ML pipeline, including data processing, model development, testing, deployment, and continuous optimization.
  • Design and implement machine learning algorithms that address key business problems that our product focuses on in visibility, prediction, demand forecasting and freight audit.
  • Ensure reliable and scalable ML infrastructure, automating deployment and monitoring processes using MLOps best practices.
  • Perform feature engineering, model tuning, and validation to ensure that models are production-ready and optimized for performance.
  • Build, test, and deploy real-time prediction models, maintaining version control and performance tracking.

To thrive in this role, you must have:

  • Bachelor’s, Master’s, or PhD in Computer Science, Engineering, or a related field.
  • 5+ years of experience in building, deploying, and scaling machine learning models in production environments.
  • Experience deploying Generative AI models in production environments, with a strong understanding of Retrieval-Augmented Generation (RAG), AI Agents, and expertise in prompt engineering techniques
  • Proven experience with the full product lifecycle, taking models from R&D to deployment in fast-paced environments.
  • Experience working in a product-based company, preferably within a startup environment with early-stage technical product development.
  • Strong expertise in Python and SQL, along with experience in cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes).
  • Familiarity with real-time data processing, anomaly detection, and time-series forecasting in production.
  • Experience working with large datasets and big data technologies like Spark and Kafka to build scalable solutions.
  • First-principles thinking and excellent problem-solving skills, with a proactive approach to addressing challenges.
  • A self-starter mentality, with the ability to take ownership of projects from end to end and work autonomously to drive results.
  • Excellent communication skills, with the ability to convey complex technical concepts and a strong customer-obsessed mindset.
Join us at Portcast and be part of a high performing team that is shaping the future of the logistics and shipping industry through cutting-edge predictive analytics!

Last updated on Oct 2, 2024

See more

About the company

More jobs at portcast

Analyzing

 · 

30+ days ago

Tokyo

 · 

30+ days ago

Tokyo

 · 

30+ days ago

More jobs like this

Analyzing
UI/Sr.UI Developer
AV
AUC Ventures ·  Venture capital firm

Bengaluru, Karnataka

 · 

30+ days ago

iOS Lead Developer
Cityflo ·  Urban transportation and logistics

Mumbai, Maharashtra

 · 

30+ days ago

DBA
SB
SaleBuild ·  B2B lead generation and marketing

Pune, Maharashtra

 · 

30+ days ago

PHP Developer / Sr. PHP Developer
P
Propstack ·  Real estate data and analytics

Mumbai, Maharashtra

 · 

30+ days ago

New Delhi, Delhi

 · 

30+ days ago

Javascript Developer (Frontend - React)
V
Vinsol ·  Web and mobile app development

Remote

 · 

30+ days ago

Senior PhoneGap Developer (Ionic)
Logic Square ·  IT solutions and services company

Kolkata, West Bengal

 · 

30+ days ago

Experienced developer for SaaS application
Essel Environmental Engineering and Consulting ·  Environmental consulting services

Remote

 · 

30+ days ago

Marunji, Maharashtra

 · 

30+ days ago

IVR Developer
I
interactcrm

Mumbai, Maharashtra

 · 

30+ days ago

Developed by Blake and Linh in the US and Vietnam.
We're interested in hearing what you like and don't like! Live chat with our founder or join our Discord
Changelog
🚀 LaunchpadNov 27
Create a site and sell services based on your CV.
🔥 Job search dashboardNov 13
Revamped job search UI with a sortable grid, live filtering, bookmarks, and application tracking.
🫡 Cover letter instructionsSep 27
New Studio settings give you control over AI output.
✨ Cover Letter StudioAug 9
Automatically generate cover letters for any job.
🎯 Suggested filtersAug 6
Copilot suggests additional filters above the results.
⚡️ Quick applicationsAug 2
Apply to jobs using info from your CV. Initial coverage of ~200k jobs in Spain, Germany, Austria, Switzerland, France, and the Netherlands.
🧠 Job AnalysisJul 12
Have Copilot read job descriptions and extract out key info you want to know. Click "Analyze All" to try it out. Click on the Copilot's gear icon to customize the prompt.
© 2024 RemoteAmbitionAffiliate · Privacy · Terms · Sitemap · Status