Scientist(NLP+LLM)

1 week ago

India Akaike Technologies Full time

Role: Sr.Data Scientist(NLP+LLM)

Location: Chennai/Bengaluru (On-site)

Experience: 4+Years

Job Description:

We are seeking an experienced NLP Data Scientist to join our team. The ideal candidate will have a strong background in Natural Language Processing (NLP) and, Machine Learning, and Data Science. You will be responsible for developing and implementing NLP models to solve complex business problems.

Responsibilities

● Develop and implement NLP models to solve complex business problems using deep learning algorithms and neural networks

● Perform exploratory data analysis to gain insights into the data and develop data preprocessing pipelines for text data

● Work with stakeholders to define project requirements and scope, and collaborate with cross-functional teams to implement solutions

● Perform statistical analysis and evaluate model performance using appropriate metrics.

● Communicate findings and insights to technical and non-technical stakeholders

● Keep up-to-date with the latest developments in NLP and related fields

Requirements:

● Bachelor's or Master's degree in Computer Science, Data Science, or a related field

● Minimum 4+ years of experience in NLP, Machine Learning, and Data Science

● Experienced Team Lead proficient in team management, coaching, mentoring, and decision-making. Strong background in customer stakeholder management

● Experience with the LLMs and prompt engineering.

● Experience with system architecture & design

● Experience with building end-to-end data science solutions on AWS/azure

● Foster a collaborative and innovative team environment, encouraging knowledge sharing, best practices, and continuous learning.

● Set clear performance objectives, conduct regular performance evaluations, and provide constructive feedback to team members.

● Oversee and prioritize the team's project portfolio, ensuring projects are delivered on time and within budget.

● Collaborate with stakeholders to define project goals, requirements, and deliverables, ensuring alignment with business objectives.

● Monitor project progress, identify potential roadblocks, and proactively implement solutions to ensure successful project completion.

● Understanding of Project Life Cycle and adherence to project documentation

● Strong programming skills in Python and proficiency in other programming languages such as C++, Javascript, and Bash are appreciated.

● Experience with deep learning frameworks such as TensorFlow, PyTorch, and Keras

● Strong understanding of BERT and other transformer models and the role of attention mechanism.

● Hands-on experience using NLP algorithms and techniques such as text pre-processing, language modeling, information extraction, sentiment analysis, topic modeling, machine translation, and Information Retrieval.

● Comprehensive understanding of evaluating NLP models using a range of benchmarking metrics, including but not limited to precision, recall, WER, BLEU score, ROUGE, METEOR, AUC-ROC, F1-score, and coherence

● Experience with data ingestion from databases like MySQL, MongoDB, etc., and data manipulation and visualization tools such as Pandas, NumPy, Matplotlib, Plotly

● Familiarity with cloud platforms such as AWS, GCP, or Azure and experience with deploying models to production environments using docker containers using version control tools like Git.

● Excellent communication and interpersonal skills, with the ability to explain technical concepts to non-technical stakeholders

● Proven track record of delivering NLP solutions that provide business value

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