Data Scientist - I
15 skills required
Job Details
Job Responsibilities:
- Design and implement machine learning algorithms for NLP/LLMs or deep learning models at scale to meet business requirements.
- Analyze large datasets and develop models that can be used to make predictions, generate responses or summaries, identify patterns etc.
- Develop and improve existing models to increase accuracy, efficiency, and effectiveness.
- Work closely with cross-functional teams to identify and prioritize business problems, and develop solutions to address them.
- Communicate findings and insights to stakeholders in a clear and concise manner.
- Stay up-to-date with the latest developments in machine learning, NLP/LLMs, deep learning, and related technologies.
Requirements:
- Bachelor’s or Master’s degree in Applied Mathematics, Statistics, Computer Science or another quantitative field.
- 2+ years of experience in Data Science or a related field, with a focus on building NLP/LLMs or Deep Learning models.
- Strong programming skills in Python or other relevant programming languages.
- Experience with machine learning libraries such as TensorFlow, PyTorch, or Keras.
- Experience working with a variety of statistical models, including logistic regression, clustering, classification, SVMs, neural networks, Random Forest, CRF, Bayesian models, supervised/unsupervised learning, etc.
- Expertise in NLP techniques, including sentiment analysis, word embedding, part-of-speech (POS) tagging, topic modeling, text classification, machine translation, speech recognition, named entity recognition (NER), natural language generation (NLG), and other related techniques.
- Experience with various deep learning techniques, including CNNs and RNNs, and a strong understanding of building and training these models for different applications. Familiarity with LMs and LLMs such as GPT, BERT, and Transformer models is highly desirable.
- Strong ability to rapidly comprehend and implement research papers related to AI, as well as remain informed of the latest advancements in NLP technologies.
- Deep knowledge and experience in structured and unstructured data Information Extraction, Knowledge Information Retrieval, and Knowledge Representation.
- Self-motivated and driven to satisfy intellectual curiosity through the pursuit of continuous learning and skill development.
- Strong problem-solving and analytical skills
- Excellent communication and collaboration abilities.
- Optional: Experience with big data platforms such as Hadoop or Spark.
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About The Company
Backed by the world’s top AI leaders and trusted by the largest global brands, Netomi is the leader in customer experience AI for enterprises.
Netomi provides multimodal and omnichannel Sanctioned Generative AI, ensuring brand-safe conversations at scale with built-in AI governance controls for accuracy, security, and data privacy.
Our innovative AI deployment guarantees cost savings, operational efficiencies, and boosts in customer satisfaction, loyalty, revenue, and profitability.
Netomi’s no-code solution deploys in weeks, scales automatically, and offers comprehensive tools for non-technical users to easily manage CX AI at scale. This results in a lower total cost of ownership, faster time to market, and reduced reliance on developer resources.
Founded in 2016, Netomi leverages the latest AI developments to enhance customer experience, empowering brands with high-quality automated support and tools to augment human agent teams.
In a rapidly evolving AI landscape, Netomi makes it easy for brands to meet rising customer expectations and deliver exceptional service.
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