Lumen Technologies - Lead Data Scientist (8-10 yrs)

Role: Lead Data Scientist

Responsibilities :

- Lead and mentor a team of data scientists and analysts.

- Develop and implement advanced AI/ML algorithms to solve complex business problems.

- Utilize statistical methods and deep learning techniques to analyze large datasets.

- Work on Natural Language Processing (NLP) projects to extract insights from unstructured data.

- Design and deploy models using TensorFlow and other relevant frameworks.

- Stay updated with the latest advancements in Generative AI and apply them to relevant projects.

- Collaborate with cross-functional teams to integrate AI solutions into business processes.

- Ensure the scalability and efficiency of AI models in production environments.

- Provide strategic insights and recommendations based on data analysis.

Mandatory skills :

- 8-10 years of experience in data science, with a strong focus on AI/ML algorithms.

- Proficiency in statistical analysis, deep learning, and NLP.

- Hands-on experience with TensorFlow and other machine learning frameworks.

- Knowledge of Generative AI and its applications.

- Experience working with Azure Cloud and Open AI is a plus.

- Strong programming skills in Python

- Strong Experience in NLP concepts and algorithms like LDA, word embeddings, Word2Vec, bag-of-

words & N-gram models, POS tagging, TF-IDF, Sentiment Analysis, Named entity recognition (NER), intent detection, sentiment analysis etc.

- Strong understanding and experience in ML techniques: SVM, boosting, K-means, KNN, HMM, GMM, ensemble classifier, deep learning etc.

- Publications in relevant fields in top-tier conferences and journals.

- Data Technologies NoSQL, MongoDB, Neo4J, Oracle SQL, Hadoop, Pig, Hive, Impala.

- Excellent problem-solving skills and attention to detail.

- Ability to lead and work collaboratively in a team environment.

- Strong communication skills to convey complex technical concepts to non-technical stakeholders.

Desired skills :

- Experience in deploying AI models in cloud environments.

- Familiarity with big data technologies and tools.

Note : If shortlisted, you will be invited for initial rounds on 1st March'25 (Saturday) in Bengaluru