Data Scientist

6 months ago

Remote, India KORNFERRY Full time

Requisition ID
- 16795
- Country- India- Location type- Remote- About us**Korn Ferry** is a global organizational consulting firm. We help clients synchronize strategy and talent to drive superior performance. Korn Ferry works with organizations to design their structures, roles, and responsibilities. We help them hire the right people to bring their strategy to life. And we advise them on how to reward, develop, and motivate their people. Our 10,000 colleagues serve clients in more than 50 countries.

**Korn Ferry Digital** is a scaled product business unit within Korn Ferry that develops and sells our suite of talent products and HR technology, supporting clients across six solution areas:

- Organizational Strategy
- Assessment and Succession
- Talent Acquisition
- Leadership and Professional Development
- Sales and Service
- Total Rewards

Our comprehensive talent suite leverages a combination of proprietary talent IP, talent data, analytics and insights to help customers understand their workforce and existing talent gaps, and deliver targeted talent interventions at scale using HR technology.
- Job description**OPPORTUNITY TO ENHANCE YOUR CAREER - **It’s about exceeding your potential.

The Data Scientist role presents an exciting opportunity for experienced data science professionals who aspire to develop and deliver contemporary data science and machine learning products.

The incumbent will perform data analysis, build, and tune machine learning models, and assist in the development and delivery of machine learning products. The role requires a sound understanding of data preparation, feature engineering and model development, the use of contemporary large language models, and model deployment using Python.

This is an exciting opportunity to grow a data science career AI powered SaaS product on cloud, that delivers better employee experience and HR experience outcomes for customers of Korn Ferry’s Intelligence Cloud and other Korn Ferry products

**KEY RESPONSIBILITIES**
- Should be self-driven and with a positive, go-getter attitude, with a tendency to take initiative and interest in projects and programs.
- Contemporary data science skillset covering statistical analysis, simple / traditional machine learning models, deep learning models and modern and complex LLMs (breadth)
- A good understanding of the nuts and bolts of statistical inference, data science models and machine learning
- Good intuition about data science and understands the end-to-end lifecycle of how models are built and trained using data, and how models are released to production.
- Good basic understanding of machine learning architectures such as RNNs, LSTMs, transformers, the attention mechanism, etc.
- Working knowledge of SQL and the ability to query and perform table manipulations on SQL databases and similar datasets.
- Familiarity with the analysis of text datasets, and in building ML models for text analytics is preferred.
- Working knowledge of Pytorch, Scikit learn, Apache Spark and Databricks, SpaCy, Lightning, and other libraries used for building and using machine learning models.
- Prior experience working with LLMs such as OpenAI GPT 3.5, LLAMA 2/3 and other LLMs is desirable.
- Prior experience working with frameworks such as Langchain, Llamaindex, Haystack, is desirable.
- Understands common ML metrics such as precision, recall, MSE, F1 score, AUROC, MAP/MAR
- Understands LLM evaluation frameworks and approaches, and metrics such as coherence, groundedness, etc.
- Possesses Python programming skills and can write scripts and code in Jupyter notebooks and work with datasets to develop hypotheses and build models.
- Has the ability to prepare data analyses, perform and report statistical comparisons, and develop, document and communicate the nuances of models, their features, and other details.
- Comfortable with Git, Github and understands CI/CD
- Good team player who can work with team members with different technical and non-technical skill sets such as data scientists, engineers, product managers and architects.
- Good communication skills and able to collaborate with different relevant team members such as data scientists, engineers, and architects.

**EDUCATION**
- BS/MS/PhD in a quantitative or computational field, such as computer science, mathematics, statistics, data science or machine learning
- About 1 year of experience (for masters’ holders) or 3+ years of experience (for bachelor’s holders) in a relevant area

**_Internal Mobility at Korn Ferry_**

**Korn Ferry is an Equal Employment Opportunity/Affirmative**

**Action Employer - Minority/Female/Disability/ Veteran.**
- All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or veteran status or any other characteristic protected by federal, state, or local law._

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