Job Information
Cornerstone onDemand Data Scientist in Mumbai, India
Cornerstone
provides an AI-powered Talent Experience Platform for unified content
discovery, knowledge management, and personalized learning platform for your
career journey. Our award-winning Platform is used globally by Fortune 500 companies
and government organizations to solve content discovery, curation, and
recommendation problems across external, internal, and tacit knowledge sources.
In the
Data Science and Machine Leaning team at Cornerstone we are looking for solid
hands-on technologists with solid time-management skills and experience in
highly autonomous roles. You also function effectively in a collaborative
environment and are comfortable making independent decisions.
This
would be Mumbai/ Pune/ Hyderabad/Bangalore based role.
Inthis role, you will…
Work on new initiatives for Machine Learning using conversationalNLP techniques and introduce ML-based learning for recommendation andcoaching assistant in our products
Work with the engineering teams and ensure timely deliveries.
Be part of a global Engineering team supporting Fortune 1000customers worldwide.
Ability to experiment and iterate rapidly and provide tangibleimprovements in the overall engagement
You havegot what it takes if you have…
Master's or bachelor's degree in computer science or a related studyor equivalent experience.
Understanding of ML algorithms - classical and deep learning and MLframeworks
Good understanding of system availability, security, and performancemanagement.
Hand-s on work experience in: PyTorch and its ecosystem oflibraries, Word and document embeddings, Transformers and Attention, RNN,LSTM, A background in BERT and its variants, transfer-learning practices,NLP Libraries: NLTK, Genism , Spacy, ML-pipelines – Apache Airflow/Kubeflow/ RAY, OpenAI libraries and Models – LLMs, scikit-learn, Pandas,Numpy , plotting using matplotlib, seaborn, HuggingFace.
Experiencewith any of the following is considered a plus:
TensorFlow, Big-data and PySpark
Cloud Technologies: GCP/AWS
ML Graph Models GNN and NetworkX
Building Recommendation Systems with Deep learning or GenAI models
GenAI, using pretrained LLMs, finetuning of LLMs, prompt engineeringand Multi-model
Conversation agent framework with LangChain or RASA NLU etc.
Equal Employment Opportunity has been, and will continue to be, a fundamental commitment at Cornerstone OnDemand. All qualified applicants are given consideration regardless of race, color, gender, age, sexual orientation, national origin, marital status, citizenship status, disability, veteran status, or any other protected class as provided in applicable Federal, State, or Local fair employment laws. If you have a disability or special need that requires accommodation, please contact us at careers@csod.com