Software Engineer- Data Science (LLM)

ABOUT THIS TEAM

The Data Science department at BOLD is responsible for discovering patterns and trends in datasets to get insights, creating predictive algorithms and data models, improving the quality of data or product offerings by utilizing machine learning techniques, distributing suggestions to other teams and top management, and using data tools such as Python and SQL.

The Data Science team actively collaborates with other vertical teams such as Engineering, Portals, BI, Product, Legal. Most of the projects are focused around problems that require a mix of natural language processing and machine learning. Some of the active projects are resume parsing, ranking, summary generation, data quality and scoring, content generation, job recommendations, and conversion analysis. Apart from the business initiatives, the team also explores state of the art methods and keeps them upto to date with technology.

WHAT YOU’LL DO 

• Demonstrate ability to work on data science projects involving predictive modelling, NLP, statistical analysis, vector space modelling, machine learning etc.
• Leverage our rich data sets of user data to perform research, develop models and create data products with our Development & Product teams
• Develop novel and scalable data systems in cooperation with our system architects that leverage datasets using machine learning techniques to enhance the user experience
• Evolve prompt engineering applications and benchmark different Large Language models to solve business problems.
• Implement and experiment with agentic workflows to improve the job seeker experience.

WHAT YOU’LL NEED 

• Knowledge and experience using statistical and machine learning algorithms including regression, instance-based learning, decision trees, Bayesian statistics, clustering, neural networks, deep learning, ensemble methods
• Expert knowledge in Python. 
• Experience in feature selection, building and optimising classifiers.
• Experience working with backend technologies such as Flask/ Gunicorn etc.
• Experience on working with open source library such Spacy,NLTK,Gensim etc
• Experience on working with deep-learning library such as Tensor flow, Pytorch etc
• Experience with software stack components including common programming languages, back-end technologies, database modelling, continuous integration, services oriented architecture, software testability etc.
• Be a keen learner and enthusiastic about developing software.
• Experience with prompt engineering, chain-of-thought, retrieval augmented generation, vector databases and preferably llm agents.
• Langchain and/or Llamaindex.

WHAT’S GOOD TO HAVE 

• Experience with Cloud infrastructure and platforms (Azure, AWS)
• Experience using tools to deploy models into the production environment such as Jenkins
• Experience with the ontology/taxonomies of the career/ recruiting domain e.g. O*Net – NR

EXPERIENCE- 

• Senior Software Engineer- 4.5 years+

HERE’S A FEW OF OUR PERKS & BENEFITS

EXCELLENT COMPENSATION

• Competitive Salary
• Tax friendly compensation structure 
• Biannual Global Bonus 
• Annual/Biannual Appraisal
• Company Equity & Dividend program 

100% FULL HEALTH BENEFITS & MORE

• Group Mediclaim, Personal Accident & Term Life Insurance
• Practo Health Plus Membership
• Quarterly On-Site Wellness Programs
• Mental Health and Wellness (apps, additional support, etc.)
• Online Messaging Therapy App- Talkspace 

FLEXIBLE TIME OFF

• 24 Paid Leaves with Yearly Declared Fixed Holidays
• Paid Compassionate, and Marriage leave
• COVID leave for up to 7 days 
• Paternity and Maternity Leaves 

ADDITIONAL BENEFITS 

• Monthly Broadband Reimbursement 
• Home Office Equipment Reimbursement
• Certification Policy
• Udemy Learning Program 
• Free Lunch Meals and Snacks 
• Cab Pickup and Drop Off Facility 
• Quarterly Team Outings and Annual Party 
• Diwali Gifts