Engineering Manager (Search and Match)

BOLD; Dadri; On-site; INR 5,000,000 - 8,000,000; Full time

Benefits offered by this job

Health benefits

Equity in company

Bi-annual bonus

Annual appraisal

24 days paid leaves

Internet and home office reimbursement

In-office catered lunch

Job summary

BOLD is seeking a Senior Engineering Manager in India to lead a data science team that builds ML models, NLP workflows and search systems, using Solr/OpenSearch and vector search. Translate business needs into production-ready algorithms and collaborate with product and engineering to deliver scalable data products.

You bring 10+ years in ML/Data Science with NLP, hands-on Python, and deployment experience including LLMs. Competitive compensation, equity, and health benefits are offered.

Qualifications

• Proven experience in solving open-ended business problems using data-science/ML/AI from ideation to delivery.
• Strong Programming in Python and familiarity with ML algorithms.
• 10+ yrs of ML Data science with NLP background.
• Delivered multiple data science products in production; deployment with LLMs a plus.
• Practical LLM/RAG experience for search quality.
• Experience with Solr/OpenSearch/Elasticsearch.
• Experience with embedding & vector search.
• Experience designing ML systems with data pipelines.
• Experience leading a team of 3-5 data scientists.
• Experience using Jenkins to deploy models.

Responsibilities

• Build AIML models for content generation, recommendation, and moderation using LLMs.
• Convert business requirements into robust data science algorithms.
• Provide technical leadership to a team of data science engineers.
• Design and deploy AI/ML, NLP, statistical & content recommendation algorithms.
• Leverage large datasets to develop models with product teams.
• Develop scalable data systems with architecture for high throughput.
• Collaborate with cross-functional teams to deliver end-to-end products.
• Distill complex analyses into actionable feedback for product and eng teams.
• Recruit and mentor high-performing data science professionals.
• Evaluate and iterate models with validation frameworks.

Skills

Python

ML/AI

NLP

LLMs

Solr/OpenSearch/Elasticsearch

Vector search

Data pipelines

Jenkins

Team leadership

Tools

TensorFlow

PyTorch

Job description

BOLD is seeking for the senior professional, who will combine 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

ABOUT THIS TEAM

BOLD Platform services team design, creates, manage and maintains the highly scalable and distributed services for the wider use of web and mobile product applications/portals/websites. The current list of services is based on Microservices architecture whose domain ranges from visitor tracking, User profiles, authentication, content and payments.

Platform team uses state of the art modern technologies like .Net framework, Python, Java, SQL Server, My SQL, Graph DB, SOLR, and a lot of other tools & technologies serving millions of users with hundreds of million transactions everyday through a scalable and fault tolerant architecture.

WHAT YOU'LL DO

• Build AIML models that serve for content generation, content recommendation, and content moderation using LLMs.
• Responsible for converting business requirements into robust data science algorithms.
• Responsible for providing technical leadership to a team of data science engineers.
• Responsible for design, development, deployment of AI/ML, NLP, statistical & content recommendation algorithms that may not require LLMs.
• 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.
• Responsible for creating model validation framework.
• Leading a data science team that delivers actionable results through the combination of data science solutions, business skills, statistical knowledge, and understanding of data.
• Distilling complex analytical results into presentable, digestible, and actionable feedback for product and engineering teams.
• Recruit, build and retain a top-tier data science team that brings together top talent at all levels, cutting edge technology, and analytic innovation.
• Assess, inspire and motivate a high performing team of data science professionals.
• Experience in using large language models (chatGPT/Gemini/etc).

WHAT YOU'LL NEED

• Proven experience in solving open-ended business problems using data-science/ML/AI from initial ideation stage up to delivering the ready-to-use solution.
• Strong Programming experience in Python. Familiar with various Machine Learning algorithms and Statistical methods.
• 10+ yrs of working experience in ML Data science with NLP background
• Must have delivered multiple data science product(s) in production. Deployment with LLMs is a plus.
• Practical LLM/RAG experience for search quality such as query understanding, semantic retrieval, reranker design .
• Experience with Solr/OpenSearch/Elasticsearch.
• Experience with embedding & vector search
• Experience designing and implementing ML systems with Data Pipelines (Data Cleaning and creative Feature Engineering), Model Iterations and Evaluation, High throughput ML(Model Training, Evaluation, GPU vs CPU, XGBoost ML), Python ML Libs(TensorFlow, PyTorch).
• Experience in leading a team of 3-5 data scientists.
• Experience using tools to deploy models into the production environment such as Jenkins

EXPERIENCE-

• Engineering Manager (Search & Match)- 10 years+

BENEFITS

Outstanding Compensation

• Competitive salary
• Tax-friendly compensation structure
• Bi-annual bonus
• Annual Appraisal
• Equity in company

100% Full Health Benefits

• 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

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

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.