Noida, Uttar Pradesh, India Project Lead, Data Science

BOLD Limited

Noida, Uttar Pradesh
Permanent
Full-time

2 months ago

BOLD is looking for the 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 requiredJOB 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

WHAT YOU'LL NEED

Demonstrate ability to work on data science projects involving NLP, large language models, predictive modelling, 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
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.
Estimates efforts, identify risks, devises and meets project schedules.
Runs review meetings effectively and drive the closure of all open issues on time
Mentors/coaches data scientists to facilitate their development and provide technical leadership to them.
Rises above detail to see broader issues and implications for whole product/team.

WHAT'S GOOD TO HAVE

Should be able to handle a team of 2-5 members, if required.
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 using large language models.
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.

EXPERIENCE-

Project Lead- Data Science- 8 yrs +

BENEFITSOUTSTANDING COMPENSATION

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

100% FULL HEALTH BENEFITS

Group Mediclaim, personal accident, & term life insurance
Practo Plus health membership
Mental health and wellness (apps, additional support, etc.)

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, IndiaProject Lead, 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.

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