3 Boosting Algorithms Jobs

The Manager - Data Science Product plays a crucial role in developing and delivering the product vision and roadmap in collaboration with product developers, data engineers, and data analysts at Majid Al Futtaim Retail. The focus is on spearheading the Advanced Analytics transformation within the organization. As part of the Retail Analytics Unit, the Manager will contribute to building and developing the analytics talent necessary to support the advanced analytics agenda. Team members are encouraged to shape the unit's trajectory and bring their ideas to life. The Manager will be instrumental in enhancing the Advanced Analytics value proposition in alignment with Majid Al Futtaim's digital and non-digital objectives. Responsibilities include designing, testing, and implementing data models, developing methodologies to estimate business value and track solution adoption, leveraging quantitative analysis expertise to build high-quality statistical models, and enhancing algorithms for structured/unstructured Retail Analytics problems. The Manager will lead the development of scalable models, validate and optimize model performance, run experiments to assess results, and develop impact measurement frameworks. Additionally, they will ideate and develop proof of concepts for new analytics initiatives, focusing on customer-centric approaches and optimizing user experience and business operations. Coordination and communication are essential aspects of the role, involving acting as a thought partner to the analytics team and key stakeholders, liaising with the product team, ensuring regular information exchange with stakeholders, and contributing to presentations on advanced analytics and performance. The Manager will also build relationships with key personnel, collaborate with stakeholders to ensure clarity on specifications, and support the development of policies and procedures for the Retail Analytics Unit. Furthermore, the Manager will be responsible for preparing business presentations and reports, conducting audits of processes and databases, and supporting the development and implementation of relevant policies and procedures. Minimum qualifications include a Bachelor's Degree in an IT-related field or Computer Engineering, with a preference for a Master's Degree in a similar field. The ideal candidate should have 5-8 years of experience in a senior Data Scientist role, preferably within the Retail/FMCG sector, along with expertise in visualization tools, programming languages, algorithm/modeling techniques, machine learning model deployment, and data visualization software. In summary, the Manager - Data Science Product at Majid Al Futtaim Retail will lead the development and delivery of the product vision and roadmap, contribute to the organization's Advanced Analytics transformation, and play a key role in enhancing the Advanced Analytics value proposition in alignment with long-term objectives. The role involves a diverse set of responsibilities, including designing data models, developing methodologies, leading solution development processes, and collaborating with stakeholders to drive business objectives and maintain strong partnerships.,

The Manager - Data Science Product at Majid Al Futtaim Retail in India plays a crucial role in developing and delivering the product vision and roadmap in collaboration with product developers, data engineers, and data analysts. This position involves spearheading the Advanced Analytics transformation within the organization. The Manager will contribute to building analytics talent to support the advanced analytics agenda and shape the trajectory of the Retail Analytics Unit. By leveraging quantitative analysis, data mining, and data manipulation, the Manager will design and implement data models, develop advanced statistical models, and enhance algorithms to address Retail Analytics problems. Responsibilities also include leading the solution development process, running experiments to assess model results, and developing impact measurement frameworks. The Manager will ideate and develop proof of concepts for new analytics initiatives, aiming to optimize user experience and business operations. Additionally, the role involves coordinating with various stakeholders, liaising with the product team, and ensuring regular information exchange on project progress. Building relationships and maintaining partnerships with key personnel are essential to achieve organizational goals. Furthermore, the Manager will be responsible for preparing business presentations and reports related to Retail Analytics, performing regular audits of processes and databases, and contributing to the development and implementation of relevant policies and procedures. The ideal candidate should possess a Bachelor's Degree in an IT-related field or Computer Engineering, with a preference for a Master's Degree. A minimum of 5-8 years of experience in a senior Data Scientist role in an international environment, along with expertise in Retail/FMCG business, is required. Proficiency in programming languages like Python/SQL/PySpark, knowledge of algorithm/modeling techniques, and experience in deploying machine learning models on cloud services are essential skills for this role. The Manager - Data Science Product at Majid Al Futtaim Retail must have experience in visualization tools such as PowerBI, Qlik, and BO, as well as familiarity with various programming languages and modeling techniques. The candidate should also possess experience in deploying machine learning models on cloud services, time series forecasting, boosting algorithms, optimization techniques, NLP, recommendation systems, and data visualization software. Advanced experience in Azure, Spark, and git, along with a basic understanding of web application frameworks, is beneficial. Strong problem-solving skills, a collaborative mindset, and proactive attitude are essential attributes for this role.,

Role & responsibilities - Strong knowledge in OOPs and creating custom python packages for serverless applications. Strong Knowledge in SQL querying. Hands on experience in AWS services like Lambda, EC2, EMR, S3 and Athena, Batch, Textract and Comprehend. Strong Expertise in extracting text, tables, logos from low quality scanned multipage pdfs (80 - 150 dpi) and Images. Good Understanding in Probability and Statistics concepts and ability to find hidden patterns, relevant insights from the data. Knowledge in applying state of art NLP models like BERT, GPT - x, sciSpacy, Bidirectional LSTMs-CNN, RNN, AWS medical Comprehend for Clinical Named Entity Recognition (NER). Strong Leadership Skills. Deployment of custom trained and prebuilt NER models using AWS Sagemaker. Knowledge in setting up AWS Textract pipeline for large scale text processing using AWS SNS, AWS SQS, Lambda and EC2. Should have Intellectual curiosity to learn new things. ISMS responsibilities should be followed as per company policy. Preferred candidate profile - 3+ years Hands on in Python and data science like tools pandas, NumPy, SciPy, matplotlib and strong exposure in regular expressions. 3+ years Hands on experience in Machine learning algorithms like SVM, CART, Bagging and Boosting algorithms, NLP based ML algorithms and Text mining. Hands on expertise to integrate multiple data sources in a streamlined pipeline.