Data Scientist Job in Bangalore at Knowledge Foundry
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Data Scientist

Bangalore

Start date
Starts Immediately
CTC
15 - 30 LPA
Apply By
17 Aug' 22
Posted 3 weeks ago
Fresher Job
Fresher Job
About Knowledge Foundry
Knowledge Foundry is a boutique analytics services company based out of Bangalore. We help clients in retail, healthcare, CPG, telecom, F&B, and internet domains with data-driven decision-making, and deliver high-impact solutions. Our solutions include machine learning and NLP.
Activity on Internshala
Hiring since December 2021
6 opportunities posted
2 candidates hired
About the job
We work with the analytics COE of a French corporate/investment banking firm (based in Bengaluru). We build enterprise-grade tech products to contribute to business growth and improve operational efficiency for the client. As a data scientist, you will work closely with a fully decentralized international team of architects, data engineers, UX engineers, and product managers, but also with business stakeholders and clients' fintech partners. You will bring in the latest ML models for solving complex problems in the finance domain.

Key responsibilities:

1. Apply machine learning techniques, including statistical analysis & modeling, ML algorithms, and deep learning on complex prediction and NLP tasks in the finance domain so as to enable data-driven decision making, increase business values and reduce operational costs
2. Write, debug and refine ML pipelines for efficient data preprocessing, feature engineering, model training & testing, and error analysis, and write clean and production-ready codes to automate model (re-)training and deployment
3. Conduct in-depth analysis of subject-matter datasets through interactive visualization, data mining, and statistical analysis
4. Research and bring in the latest high-performant ML/DL models for finance-related problems
5. Work on model explainability by experimenting and implementing state-of-the-art techniques
6. Work with data engineers and backend & frontend developers to integrate ML models into various enterprise products and solutions
7. Work closely with various stakeholders to promote AI awareness and adoption
Skill(s) required
Data Science Deep Learning Machine Learning Python SQL
Who can apply

1. Computer science PHDs from top-tier institutes only, ideally with research interests in ML/deep learning

2. <2 years of work experience in a data scientist role

3. Ability to take ownership and deliver within timelines

4. Effective written and verbal communication skills

5. Sound theoretical and practical knowledge in machine learning and statistics

6. Expert in deep learning frameworks (preferably Pytorch) and NLP techniques like Word/Sent/Doc2Vec, BERT, GPT, as well as related frameworks like spaCy, Huggingface Transformers, Gensim, etc.

7. Expert in Python and data science-related tools like Sklearn, Xgboost, Pandas, Matplotlib, Jupyter, etc.

8. Strong experience with structured (SQL) and unstructured (NoSQL) databases

9. Knowledge of software development and system

10. Must be a passionate end-to-end data scientist who really cares about applying ML to solving real-world problems and involves in the whole ML life-cycle

Salary

Annual CTC: 15 - 30 LPA

Annual CTC breakup:

1. Fixed component: 80%

2. Variable component: 20%

Perks
5 days a week Health Insurance
Number of openings
1

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