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Lead ML Engineer (6-12 years) - Supply chain and Logistics domain

Lead ML Engineer (6-12 years) - Supply chain and Logistics domain

SenzcraftDelhi, India
22 hours ago
Job description

About Senzcraft :

Founded by IIM Bangalore and IEST Shibpur Alumni, Senzcraft is a hyper-automation company. Senzcraft vision is to Radically Simplify Today's Work. And Design Business Process For The Future. Using intelligent process automation technologies.

We have a suite of SaaS products and services, partnering with automation product companies.

Please visit our website - https : / / www.senzcraft.com for more details

Our AI Operations SaaS platform – https : / / MagicOps.ai

Senzcraft on linkedin ->

https : / / www.linkedin.com / company / senzcraft

Senzcraft is awarded by Analytics India Magazine in it’s report “State of AI in India” as a “Niche AI startup”. Senzcraft is also recognized by NY based SSON as a top hyper-automation solutions provider.

About the Role (Lead ML Engineer) :

Location : Bangalore – Hybrid

Experience : We have multiple roles open (6-12 years)

Employment Type : Full-time

Job Description :

We are looking for a Lead ML Engineer to design, build, and scale machine learning solutions for supply chain and logistics applications. The ideal candidate will have strong hands-on experience with ML frameworks (TensorFlow, PyTorch, scikit-learn, Hugging Face Transformers) and a proven track record in ML Ops, model monitoring, and lifecycle management.

This role will also drive innovation in big data processing using Spark, Databricks, and Delta Live Tables, with a focus on cloud deployment on AWS.

Candidates with prior experience in the supply chain and logistics domain are mandatory.

Key Responsibilities

  • Design, build, and deploy scalable ML systems leveraging TensorFlow, PyTorch, scikit-learn, and Hugging Face Transformers for supply chain and logistics–specific use cases (e.g., demand forecasting, route optimization, inventory management).
  • Define and implement ML Ops best practices — CI / CD pipelines, model versioning, monitoring, and retraining workflows.
  • Develop robust data pipelines and scalable solutions using Spark, Databricks, and Delta Live Tables.
  • Collaborate with data scientists and software engineers to bring models from research to production.
  • Optimize model performance, latency, and resource utilization in AWS cloud environments.
  • Ensure end-to-end model lifecycle management, including governance, observability, and retraining strategies.

Mandatory Skills

  • Strong experience with TensorFlow, PyTorch, scikit-learn, and Hugging Face Transformers.
  • Deep understanding of ML Ops practices — deployment, monitoring, and lifecycle management.
  • Expertise in big data frameworks — Spark, Databricks, Delta Live Tables.
  • Hands-on experience with AWS ML and data services (SageMaker, Lambda, EMR, S3, etc.).
  • Proficiency in Python, version control (Git), and CI / CD tools.
  • Domain experience in supply chain and logistics is mandatory.
  • Good to Have

  • Exposure to containerization (Docker, Kubernetes) and infrastructure as code (Terraform).
  • Experience with data streaming (Kafka, Kinesis) or feature store frameworks.
  • Knowledge of LLM optimization or deployment in production environments.
  • Education

  • Bachelor’s or Master’s in Computer Science, Data Engineering, or a related field.
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