26 Aug
|
Michael Page
|
Gurugram
26 Aug
Michael Page
Gurugram
About Our Client
A company operating in the services sector within the technology and telecoms industry, based in Gurugram.
Job Description
1. Models in production
* Build, train, tune and deploy ML and deep learning models using TensorFlow or PyTorch and scikit-learn.
* Own model evaluation, optimisation, monitoring and governance - robustness, fairness, drift and scale, not just offline accuracy.
* Do the unglamorous work well: preprocessing, wrangling and feature engineering with pandas and NumPy.2. GenAI and LLM applications
* Develop GenAI applications - conversational agents, summarisation, RAG pipelines, document intelligence.
* Design retrieval and prompting strategies that hold up on messy enterprise data - and recognise when fine-tuning is the better answer.
* Instrument outputs so quality is measurable rather than anecdotal.3. Pipelines and engineering rigour
* Partner with data engineering to design scalable data and model pipelines for training and inference.
* Enforce reproducibility, testing and code quality across the team's work.4.
Leadership and communication
* Mentor data scientists, run technical reviews and promote coding excellence.
* Present findings and AI strategy to non-technical stakeholders in language that drives a decision.
The Successful Applicant
We're looking for someone who has:
* 8-10 years in data science and applied AI, including experience leading a small technical team.
* Expert Python: advanced OOP, data structures, API design and testing.
* Robust ML/DL delivery with TensorFlow and scikit-learn, and fluency in pandas and NumPy.
* Practical LLM and GenAI experience: Hugging Face Transformers, LangChain or LlamaIndex.
* Solid statistical foundations: regression, time-series, hypothesis testing and anomaly detection.
* Communication that bridges technical and business teams - clear, specific and actionable.
* A proven mentoring record and a bias for shipping over perfecting.
What's on Offer
- Permanent rol
📌 Data Science (Gurugram)
🏢 Michael Page
📍 Gurugram