Job Description

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.JOB DESCRIPTIONABOUT THIS TEAMThe 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-

• Software Engineer- 2.5 years+
• Senior Software Engineer- 4.5 years+

BENEFITSOUTSTANDING COMPENSATION

• Competitive salary
• Tax-friendly compensation structure
• Bi-annual bonus
• Annual/bi-annual appraisal
• Equity in company

100% FULL HEALTH BENEFITS

• Group Mediclaim (including parents)
• Practo Plus health membership for employees and family
• Personal accidental & term life insurance coverage

FLEXIBLE TIME AWAY

• 24 days paid leaves
• Declared fixed holidays
• Paternity and maternity leave
• Compassionate and marriage leave
• Covid leave (up to 7 days)

ADDITIONAL BENEFITS

• Internet and home office reimbursement
• In-office catered lunch, meals, and snacks
• Certification policy
• Cab pick-up and drop-off facility
• Quarterly team outings and annual party
• Diwali gifts

ABOUT BOLDWE TRANSFORM WORK LIVESAs an established global organization, BOLD helps people find jobs. Our story is one of growth, success, and professional fulfillment. We create digital products that have empowered millions of people in 180 countries to build stronger resumes, cover letters, and CVs. The result of our work helps people interview confidently, finding the right job in less time. Our employees are experts, learners, contributors, and creatives.WE CELEBRATE AND PROMOTE DIVERSITY AND INCLUSIONWe value our position as an Equal Opportunity Employer. We hire based on qualifications, merit, and our business needs. We don\' discriminate regarding race, color, religion, gender, pregnancy, national origin or citizenship, ancestry, age, physical or mental disability, veteran status, sexual orientation, gender identity or expression, marital status, genetic information, or any other applicable characteristic protected by law.Noida, Uttar Pradesh, IndiaSoftware Engineer/Senior Software Engineer- Data ScienceWe embrace technology, think beyond the norm, fearlessly try new things, and live and breathe to make a difference in others\' lives.Fortune favors the BOLD.WHAT THEY'rE SAYINGdiv.slide" data-cycletwo-log="false" >Great Opportunity for Go-Getter"Excellent work culture with the ability to move up the ladder quickly with success, pay and benefits are great and they do those fun quirky work activities. Really aggressive with entering new markets and great co-workers. I enjoy working with hard-working and smart people."2016-07-20T14:46:50+00:00"Excellent work culture with the ability to move up the ladder quickly with success, pay and benefits are great and they do those fun quirky work activities. Really aggressive with entering new markets and great co-workers. I enjoy working with hard-working and smart people."https://www.bold.com/testimonials/great-opportunity-for-go-getter/Great place to work"The company is doing well and has been growing consistently. Management is great to work with, they don\'t micromanage, but are available for advice and very accessible. Working with cross-functional teams is fairly easy and not much bureaucracy."2016-07-20T15:20:31+00:00"The company is doing well and has been growing consistently. Management is great to work with, they don\'t micromanage, but are available for advice and very accessible. Working with cross-functional teams is fairly easy and not much bureaucracy."https://www.bold.com/testimonials/great-place-to-work/I love working at BOLD!It is a fast-paced environment. It's challenging, different every day and it feels like we can make a difference. The team is amazing and I feel like we are a family. It is the best environment to work, learn, and grow. I really think that BOLD culture is one of the kind and unique on the island.2016-07-20T15:52:03+00:00It is a fast-paced environment. It's challenging, different every day and it feels like we can make a difference. The team is amazing and I feel like we are a family. It is the best environment to work, learn, and grow. I really think that BOLD culture is one of the kind and unique on the island.

BOLD Limited