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 DS team actively collaborates with other vertical teams such as Engineering, Portals, BI, Product, Legal. Most of the projects are focussed 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
Build AIML models that serve for content generation, content recommendation, and content moderation using LLMs.
Responsible for converting business requirements into robust data science algorithms.
Responsible for providing technical leadership to a team of data science engineers.
Responsible for design, development, deployment of AI/ML, NLP, statistical & content recommendation algorithms that may not require LLMs.
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
Collaborates effectively with cross functional teams to deliver end-to-end products & features.
Demonstrates ability to multi-task and re-prioritize responsibilities based on changing requirements.
Responsible for creating model validation framework.
Leading a data science team that delivers actionable results through the combination of data science solutions, business skills, statistical knowledge, and understanding of data.
Distilling complex analytical results into presentable, digestible, and actionable feedback for product and engineering teams.
Recruit, build and retain a top-tier data science team that brings together top talent at all levels, cutting edge technology, and analytic innovation.
Assess, inspire and motivate a high performing team of data science professionals
WHAT YOU’LL NEED
Proven experience in solving open-ended business problems using data-science/ML/AI from initial ideation stage up to delivering the ready-to-use solution.
Strong Programming experience in Python. Familiar with various Machine Learning algorithms and Statistical methods.
10+ yrs of working experience in MLData science with NLP background
Must have delivered multiple data science product(s) in production. Deployment with LLMs is a plus.
Experience designing and implementing ML systems with Data Pipelines (Data Cleaning and creative Feature Engineering), Model Iterations and Evaluation, High throughput ML(Model Training, Evaluation, GPU vs CPU, XGBoost ML), Python ML Libs(TensorFlow, PyTorch).
Experience in leading a team of 3-5 data scientists.
Experience using tools to deploy models into the production environment such as Jenkins.
Experience- Engineer Manager- 11years+
WHAT’S GOOD TO HAVE
Experience with Cloud infrastructure and platforms (Azure, AWS)
Experience with software stack components including common programming languages, backend technologies, database modelling, continuous integration, services oriented architecture, software testability etc
EXPERIENCE- 11 yrs+
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
Marriage, Birthday, and Diwali Gifts
