Software Engineer/ Senior Software Engineer- Data Science (Search and Match) - BOLD
BOLD is seeking for newest addition to our existing Data Science team, you’llcombine your analytical skills and business knowledge to deliver key insights to our Product and Management teams. You’ll help. . .
BOLD is seeking for newest addition to our existing Data Science team,you’llcombine your analytical skills and business knowledge to deliver key insights to our Product and Management teams. You’llhelp 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 rolerequiredJob 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 DODemonstrate 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, developmodelsand create data products with our Development & Product teamsDevelop novel and scalable data systems in cooperation with our system architects thatleveragedatasets using machine learning techniques to enhance the user experienceWHAT YOU’LL NEEDKnowledge and experience using statistical and machine learning algorithms including regression, instance-based learning, decision trees, Bayesian statistics, clustering, neural networks, deep learning, ensemble methodsExpert knowledge in Python. Practical LLM/RAG experience for searchqualitysuchas queryunderstanding, semantic retrieval,rerankerdesign . Experience with frameworks thatoptimizesprompt engineering (langChain/crewai/etc)Experience withSolr/OpenSearch/Elasticsearch…Experience with embedding & vector searchShould have done one or more projects involving fine-tuning with LLMsExperience in feature selection, building and optimising classifiers. Experience working with backend technologies such as Flask/Gunicornetc. Experience on working withopen sourcelibrary suchSpacy,NLTK,GensimetcExperience on working with deep-learning library such as Tensor flow,PytorchetcExperience with software stack components including common programming languages, back-end technologies, database modelling, continuous integration,services orientedarchitecture, software testability etc. Be a keen learner and enthusiastic about developing software. EXPERIENCE-Senior Software Engineer-4. 5 years+#LI-SV1BenefitsOutstanding CompensationCompetitive salaryTax-friendly compensation structureBi-annual bonusAnnual AppraisalEquity in company100% Full Health BenefitsGroup Mediclaim, personal accident, & term life insuranceGroup Mediclaim benefit (including parents' coverage)Online Health (OPD) Consultation BenefitPersonal accident and term life insurance coverageFlexible Time Away24 days paid leavesDeclared fixed holidaysPaternity and maternity leaveCompassionate and marriage leaveCovid leave (up to 7 days)Additional BenefitsInternet and home office reimbursementIn-office catered lunch, meals, and snacksCertification policyCab pick-up and drop-off facilityAbout 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't 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.