Software Engineer/Sr Software Engineer- DataScience

Livecareer; Dadri; On-site; INR 1,500,000 - 2,600,000; Full time

Benefits offered by this job

Group Mediclaim

Family coverage

Online Health

Covid leave

Internet reimbursement

Catered lunch

Cab facility

Job summary

BOLD is expanding its Data Science team in India. You will work on data-driven product improvements using large user data sets, applying NLP and machine learning to derive actionable insights. The role emphasizes collaboration with Engineering, BI and Product teams to build scalable data products.

The team focuses on resume parsing, ranking, content generation and conversion analysis, with exposure to state-of-the-art ML methods and modern data tools.

Qualifications

• Experience on data science projects involving NLP and ML.
• Proficient in Python and SQL for data processing.
• Ability to manage large datasets and derive insights.

Responsibilities

• Demonstrate ability to work on data science projects involving predictive modelling, NLP, statistical analysis, vector space modelling, machine learning etc.
• Leverage data sets to perform research and develop models with Product/Engineering teams.
• Develop scalable data systems using ML techniques to enhance user experience.
• Collaborate with Engineering, Portals, BI, Product and Legal teams.

Skills

NLP

Statistical analysis

Machine learning

Predictive modelling

Back-end integration

Tools

Flask

Gunicorn

SpaCy

NLTK

Gensim

TensorFlow

PyTorch

Job description

Software Engineer/Senior Software Engineer- DataScience - BOLD

BOLD is seeking for newest addition to our existing Data Science team, you ll combine your analytical skills and business knowledge to deliver key insights to our Product and Management teams. You ll help drive product development using our vast user data sets to enhance our current products and to help us find inferences and relationships in this data to build new products - More towards the role required

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.

• 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
• 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
• Should have done one or more projects involving fine-tuning with LLMs
• 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.

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

• Group Mediclaim, personal accident, term life insurance
• Group Mediclaim benefit (including parents coverage)
• Online Health (OPD) Consultation Benefit
• Personal accident and term life insurance coverage
• Covid leave (up to 7 days)
• Internet and home office reimbursement
• In-office catered lunch, meals, and snacks
• Cab pick-up and drop-off facility

About BOLD

We Transform Work Lives

As 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 Inclusion

We value our position as an Equal Opportunity Employer. We hire based on qualifications, merit, and our business needs. We dont 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.