Qureos Mentor

Waayslive solution

DS (Vector Search + GCP )- BangaloreBangaloreJOB DESCRIPTIONData/Applied scientist (Search)<ul><li>Strong in Python and experience with Jupyter notebooks, Python packages like</li></ul>polars, pandas, numpy, scikit-learn, matplotlib, etc.<ul><li>Must have: Experience with machine learning lifecycle, including data</li></ul>preparation, training, evaluation, and deployment<ul><li>Must have: Hands-on experience with GCP services for ML &amp;amp; data science</li><li>Must have: Experience with Vector Search , Hybrid Search techniques, Query preprocessing</li><li>Must have: Experience with embeddings generation using models like BERT, Sentence</li></ul>Transformers, or custom models<ul><li>Must have: Experience in embedding indexing and retrieval (e.g.,</li></ul>Elastic, FAISS, ScaNN, Annoy)<ul><li>Must have: Experience with LLMs and use cases like RAG (Retrieval-Augmented Generation)</li><li>Must have: Understanding of semantic vs lexical search paradigms</li><li>Must have: Experience with Learning to Rank (LTR) techniques and libraries (e.g., XGBoost,</li></ul>LightGBM with LTR support)<ul><li>Should be proficient in SQL and BigQuery for analytics and feature generation</li><li>Should have experience with Dataproc clusters for distributed data processing using Apache</li></ul>Spark or PySpark<ul><li>Should have experience deploying models and services using Vertex AI, Cloud Run, or Cloud</li></ul>Functions<ul><li>Should be comfortable working with BM25 ranking (via Elasticsearch or OpenSearch) and</li></ul>blending with vector-based approaches<ul><li>Good to have: Familiarity with Vertex AI Matching Engine for scalable vector retrieval</li><li>Good to have: Familiarity with TensorFlow Hub, Hugging Face, or other model repositories</li><li>Good to have: Experience with prompt engineering, context windowing, and embedding</li></ul>optimization for LLM-based systems<ul><li>Should understand how to build end-to-end ML pipelines for search and ranking applications</li><li>Must have: Awareness of evaluation metrics for search relevance</li></ul>(e.g., precision@k, recall, nDCG, MRR)<ul><li>Should have exposure to CI/CD pipelines and model versioning practices</li></ul>GCP Tools Experience:ML &amp;amp; AI: Vertex AI, Vertex AI Matching Engine, AutoML, AI PlatformStorage: BigQuery, Cloud Storage, FirestoreIngestion: Pub/Sub, Cloud Functions, Cloud RunSearch: Vector Databases (e.g., Matching Engine, Qdrant on GKE), Elasticsearch/OpenSearchCompute: Cloud Run, Cloud Functions, Vertex Pipelines, Cloud Dataproc (Spark/PySpark)CI/CD &amp;amp; IaC: GitLab/GitHub ActionsEXPERTISE AND QUALIFICATIONSData/Applied scientist (Search)<ul><li>Strong in Python and experience with Jupyter notebooks, Python packages like</li></ul>polars, pandas, numpy, scikit-learn, matplotlib, etc.<ul><li>Must have: Experience with machine learning lifecycle, including data</li></ul>preparation, training, evaluation, and deployment<ul><li>Must have: Hands-on experience with GCP services for ML &amp;amp; data science</li><li>Must have: Experience with Vector Search , Hybrid Search techniques, Query preprocessing</li><li>Must have: Experience with embeddings generation using models like BERT, Sentence</li></ul>Transformers, or custom models<ul><li>Must have: Experience in embedding indexing and retrieval (e.g.,</li></ul>Elastic, FAISS, ScaNN, Annoy)<ul><li>Must have: Experience with LLMs and use cases like RAG (Retrieval-Augmented Generation)</li><li>Must have: Understanding of semantic vs lexical search paradigms</li><li>Must have: Experience with Learning to Rank (LTR) techniques and libraries (e.g., XGBoost,</li></ul>LightGBM with LTR support)<ul><li>Should be proficient in SQL and BigQuery for analytics and feature generation</li><li>Should have experience with Dataproc clusters for distributed data processing using Apache</li></ul>Spark or PySpark<ul><li>Should have experience deploying models and services using Vertex AI, Cloud Run, or Cloud</li></ul>Functions<ul><li>Should be comfortable working with BM25 ranking (via Elasticsearch or OpenSearch) and</li></ul>blending with vector-based approaches<ul><li>Good to have: Familiarity with Vertex AI Matching Engine for scalable vector retrieval</li><li>Good to have: Familiarity with TensorFlow Hub, Hugging Face, or other model repositories</li><li>Good to have: Experience with prompt engineering, context windowing, and embedding</li></ul>optimization for LLM-based systems<ul><li>Should understand how to build end-to-end ML pipelines for search and ranking applications</li><li>Must have: Awareness of evaluation metrics for search relevance</li></ul>(e.g., precision@k, recall, nDCG, MRR)<ul><li>Should have exposure to CI/CD pipelines and model versioning practices</li></ul>GCP Tools Experience:ML &amp;amp; AI: Vertex AI, Vertex AI Matching Engine, AutoML, AI PlatformStorage: BigQuery, Cloud Storage, FirestoreIngestion: Pub/Sub, Cloud Functions, Cloud RunSearch: Vector Databases (e.g., Matching Engine, Qdrant on GKE), Elasticsearch/OpenSearchCompute: Cloud Run, Cloud Functions, Vertex Pipelines, Cloud Dataproc (Spark/PySpark)CI/CD &amp;amp; IaC: GitLab/GitHub ActionsJob Type: Full-timePay: Up to &#8377;1,700,000.00 per yearWork Location: In person

Data Scientist

An E-Commerce Accountant's job involves reconciling daily online sales and payments, managing GST/TDS compliance, preparing financial reports and P&amp;L statements, and handling e-commerce-specific tasks like payment gateway settlements and returns on platforms like Amazon and Flipkart. Key skills include proficiency in Tally, Excel, and familiarity with e-commerce seller panels, alongside strong analytical and compliance knowledge in a fast-paced online environment.Job Type: Full-timePay: Up to &#8377;35,000.00 per monthWork Location: In person

E-commerce Accountant

<ul><li>Transaction Reconciliation:Reconcile sales and payment transactions from e-commerce platforms (e.g., Amazon, Flipkart, own website), including refunds and commissions.</li><li>GST &amp; TDS Filing:Accurately prepare and file GST returns and manage other statutory compliances related to e-commerce transactions.</li><li>Financial Reporting:Prepare and present accurate financial reports, including Profit &amp; Loss (P&amp;L) statements and other financial analyses for management.</li><li>Bookkeeping:Maintain financial records and ensure the accuracy of invoices, billing, and journal entries.</li><li>Inventory Management:Manage and record inventory stock entries and adjustments within the accounting system.</li><li>Platform Management:Work with seller panels of major e-commerce platforms and understand their settlement and commission structures.</li></ul>Job Type: Full-timePay: Up to &#8377;35,000.00 per monthWork Location: In person

An accountant's job involves managing and analyzing an organization's financial records, ensuring accurate bookkeeping, preparing financial statements, managing tax returns, assisting with budgeting and forecasting, conducting audits, and ensuring compliance with financial regulations to support informed business decisions and maintain financial health. Key Responsibilities:<ul><li>Financial Record-Keeping:</li><li>Documenting and classifying financial transactions.</li><li>Maintaining and updating ledgers, journals, and other accounting records.</li><li>Reconciling accounts to ensure accuracy and resolve discrepancies.</li><li>Financial Reporting &amp; Analysis:</li><li>Preparing monthly, quarterly, and annual financial statements (e.g., profit and loss, balance sheet, cash flow).</li><li>Analyzing financial data to provide insights into the company's financial health.</li><li>Conducting cost and revenue analyses.</li><li>Tax &amp; Compliance:</li><li>Managing tax filings and ensuring compliance with tax laws.</li><li>Ensuring financial statements and records comply with accounting principles and government regulations.</li><li>Auditing:</li><li>Conducting internal audits and collaborating with external auditors.</li><li>Performing risk assessments.</li><li>Budgeting &amp; Forecasting:</li><li>Assisting with the preparation and management of budgets.</li><li>Forecasting future financial performance.</li><li>Accounts Management:</li><li>Handling accounts payable (money owed to others) and accounts receivable (money owed to the company).</li><li>Managing payroll and expenses.</li></ul>Essential Skills:<ul><li>Attention to Detail: Crucial for accurate record-keeping.</li><li>Analytical Skills: To analyze financial data and provide meaningful insights.</li><li>Technical Proficiency: Expertise with accounting software and advanced Excel functions.</li><li>Knowledge of Regulations: Staying up-to-date on accounting policies and regulations.</li></ul>Job Type: Full-timePay: Up to &#8377;22,000.00 per monthWork Location: In person

Accountant

Join Waayslive solution and explore 4   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.

Waayslive solution

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Data Scientist

E-commerce Accountant

E-commerce Accountant

Accountant