Machine Learning Engineer
Job Details
About This Role
About MHTECHIN
MHTECHIN is building practical AI that powers products in fintech, agri-tech, and SME enablement. As a Machine Learning Engineer, you will design, train, and deploy models that go directly into production—owning the full lifecycle from experimentation to monitoring.
Key Responsibilities
- Translate business problems into data/ML solutions with clear metrics and success criteria.
- Explore, clean, and prepare datasets; build features and baselines; run reproducible experiments.
- Train, evaluate, and optimize supervised, unsupervised, and deep learning models.
- Build robust data/ML pipelines for ETL, training, and real-time/batch inference.
- Deploy models using MLOps best practices including CI/CD, model registry, and monitoring.
- Collaborate with product and engineering teams to integrate models into APIs and applications.
Must-Have Requirements
- 2–6 years of hands-on experience in ML/DS/ML engineering with production deployments.
- Strong Python skills with experience in NumPy, Pandas, scikit-learn, and at least one deep learning framework (PyTorch or TensorFlow).
- Cloud deployment experience (AWS/GCP/Azure), containerization with Docker, and Git-based CI/CD.
- Strong SQL skills and understanding of data modeling.
- Ability to write clean, maintainable, and tested code.
Nice-to-Have Skills
- Experience with feature stores, workflow orchestration tools (Airflow/Prefect), and model monitoring.
- Knowledge of NLP (transformers), time-series modeling, or recommendation systems.
- Familiarity with FastAPI/Flask, streaming systems (Kafka/PubSub), or vector databases.
- Awareness of data security, privacy, and compliance standards.
Why Work With Us
Impact: Your models will be used by real customers across India. Growth: Small, fast-moving team with high ownership and mentorship. Flexibility: Hybrid/remote-friendly with modern tooling and cloud stack.
Benefits
Competitive salary and performance bonuses. Health insurance and paid time off. Learning and development stipend. Modern hardware and remote working support. How to Apply Email your resume to hr@mhtechin.com