Data scientist / Sr Data scientist - Virtual Interview - 9th Aug
- Tredence
- 3 - 8 years
- Kolkata
- 3 days ago
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Job Description
Role - Data scientist / Sr Data Scientist
Location - Bangalore, Kolkata, Pune, Gurgaon, Hyderabad, Chennai
Interview date - 9th Aug
Mode - Virtual
Selection process - Screening round, Online Assessment (5th Aug to 7th Aug), and only the shortlisted candidates will be scheduled on 9th Aug.
Roles and Responsibilities:
As a, Associate Manager - Senior Data scientist you will solve some of the most impactful business problems for our clients using a variety of AI and ML technologies. You will collaborate with business partners and domain experts to design and develop innovative solutions on the data to achieve predefined outcomes.
Engage with clients to understand current and future business goals and translate business problems into analytical frameworks
Develop custom models based on in-depth understanding of underlying data, data structures, and business problems to ensure deliverables meet client needs
Create repeatable, interpretable and scalable models
Effectively communicate the analytics approach and insights to a larger business audience
Collaborate with team members, peers and leadership at Tredence and client companies
Qualification:
Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics, statistics) or equivalent experience.
5+ years of experience in data science, building hands-on ML models
Experience with LMs (Llama (1/2/3), T5, Falcon, Langchain or framework similar like Langchain)
Candidate must be aware of entire evolution history of NLP (Traditional Language Models to Modern Large Language Models), training data creation, training set-up and finetuning
Candidate must be comfortable interpreting research papers and architecture diagrams of Language Models
Candidate must be comfortable with LORA, RAG, Instruct fine-tuning, Quantization, etc.
Experience leading the end-to-end design, development, and deployment of predictive modeling solutions.
Excellent programming skills in Python. Strong working knowledge of Pythons numerical, data analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc.
Advanced SQL skills with SQL Server and Spark experience.
Knowledge of predictive/prescriptive analytics including Machine Learning algorithms (Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks
Experience with Natural Language Processing (NLTK) and text analytics for information extraction, parsing and topic modeling.
Excellent verbal and written communication. Strong troubleshooting and problem-solving skills. Thrive in a fast-paced, innovative environment
Experience with data visualization tools PowerBI, Tableau, R Shiny, etc. preferred
Experience with cloud platforms such as Azure, AWS is preferred but not required
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: TredenceLocation(s): Kolkata
Keyskills: Data Science Python Generative Ai Natural Language Processing Machine Learning Deep Learning SQL
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