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
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
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.
- Practical LLM/RAG experience for search quality such as query understanding, semantic retrieval, reranker design .
- Experience with frameworks that optimizes prompt engineering (langChain/crewai/etc)
- Experience with Solr/OpenSearch/Elasticsearch …
- Experience with embedding & vector search
- 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.
EXPERIENCE-
- Senior Software Engineer-4.5 years+
#LI-SV1
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 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.
Under San Francisco's Fair Chance Ordinance, qualified applicants with arrest and conviction records will be considered for the position.
Skills Required
- Experience with predictive modeling, NLP, statistical analysis, vector space modeling, and machine learning
- Knowledge of regression, instance-based learning, decision trees, Bayesian statistics, clustering, neural networks, deep learning, and ensemble methods
- Expert knowledge of Python
- Practical LLM and RAG experience for search quality, including query understanding, semantic retrieval, and reranker design
- Experience with prompt engineering frameworks such as LangChain or CrewAI
- Experience with Solr, OpenSearch, or Elasticsearch
- Experience with embeddings and vector search
- At least one project involving LLM fine-tuning
- Experience with feature selection and building and optimizing classifiers
- Experience with backend technologies such as Flask and Gunicorn
- Experience with open-source libraries such as spaCy, NLTK, or Gensim
- Experience with deep-learning libraries such as TensorFlow or PyTorch
- Experience with common programming languages, backend technologies, database modeling, continuous integration, service-oriented architecture, and software testability
- At least 4.5 years of experience for the Senior Software Engineer role
- Enthusiasm for learning and software development
What We Do
LiveCareer, www.livecareer.com, is the leading online career destination for successful job seekers. We’ve helped more than 10,000,000 registered users build job-winning resumes and find careers they absolutely love. Our Resume Builder has been described as “the most impressive resume builder on the market today”. Featuring hundreds of industry-specific templates, and thousands of expert-written text examples, Resume Builder makes it easy to create a polished, professional, strategically-targeted resume in minutes. In addition to America’s #1 Resume Builder, LiveCareer offers an impressive suite of job-finding tools, including resume reviews, resume writing, customized cover letters, job boards, career tests, interview tips, and more. LiveCareer has been recognized as one of the top 100 employment websites by Weddle, and was recently named the 2013 Best Employment Interactive Application by the Web Marketing Association. Ready to take the next step at work? Download your FREE eBook now! http://www.livecareer.com/ebooks/get-what-you-want-raises-promotions Whether you want to make more money, win a promotion, or move into a leadership role, our FREE eBook is filled with tips, advice, and inspiration that can help make this your most successful year yet! Share this free guide with friends and family using #NewYearBetterCareer
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