BENGALURU · FULLTIME
EAIG:Head - Data Science
Axis
Bengaluru · onsite · Posted 12d ago
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Section · 01
About this role
About the Role
Build, tune, evaluate and serve our own small language and ML models in-house. Role will own the science end to end, base model to production, with the evals and model cards to prove it.
Key Responsibilities
- Train, fine-tune and distil models—genAI (LoRA/PEFT, RLHF, prompt-based) and classical (transfer learning)—for live product use cases.
- Design evaluation, model tracking and model cards: rubrics, LM-as-judge, regression, drift.
- Own the tune vs. swap the base model call; partner with platform to deploy, serve and maintain foundry models.
- Set method and mentor the DS/ML team.
- Fine-tuning/PEFT, transfer learning, RLHF, prompt tuning; evaluation and experiment tracking.
- Strong probability and statistical inference—distributions, Bayesian methods, significance, calibration, experiment/A-B design; and sound handling of skewed/imbalanced data (resampling, class weighting).
- Some MLOps— deploy/serve/monitor (SageMaker, MLflow, Docker; vLLM/Triton a plus).
- MS/PhD in CS/Stats preferred. Fluent in Python/Jupyter, PyTorch, Hugging Face; SQL/Postgres (pgvector), a vector store, a warehouse (Snowflake/BigQuery); Spark or Ray; Airflow/dbt.
- Shipped many models in a large org; strong written and verbal communication skills (tech blogs, publications, talks at meetups/conferences).
Post-graduate degree (MBA, MTech, LLM, or equivalent) from a top-tier institution.
6+ yrs building ML/AI in production, deep in model training—genAI or classical (at least one; both preferred)—with 3+ yrs leading or tech-leading.
Good To Have
GenAI product experience (e.g. enterprise RAG bot); text, voice and vision (VLM) models; startup / fast-paced background
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Section · 02
Skills
Section · Company
About Axis
Axis
Skane
SE
₹11.7L PA avg
Avg at Axis
About
Y-Axis is the world's largest immigration and visa company. With 50+ company-owned and managed offices across India, Australia, the United Arab Emirates, the United Kingdom, and Canada and 1500+ employees, we serve over 1 million customers.
We manage a high volume of inquiries, exceeding 1 Lakh monthly, from individuals interested in overseas education, work and immigration services. We specialize in providing comprehensive guidance and support to clients navigating the complexities of international opportunities.
We are looking for a dynamic Inside Sales Consultant to join us in our mission of creating Global Indians. In this role, you will serve as the primary point of contact for prospective clients. Your responsibilities will include conducting consultations via phone, email, and in-person meetings. Your aim will be to understand client needs, promote our service offerings persuasively, and address inquiries effectively. Mention about your company profile, things you would want to highlight to jobseekers
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