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Data Science Lead - NLP / LLM

Data Science Lead - NLP / LLM

Ara Resources Pvt LtdPune
28 days ago
Job description

About The Company :

Ara's is a leading IT solutions provider, offering Applications, Business Process Outsourcing (BPO) and Infrastructure services globally through a combination of technology knowhow, domain and process expertise.

The Role :

Individuals with 6+ years of experience implementing and managing data science projects. Excellent working knowledge of traditional machine learning and LLM techniques. The candidate must demonstrate the ability to navigate and advise on complex ML ecosystems from a model building and evaluation perspective.

Key Responsibilities :

  • Involve in machine learning projects, contributing to model development, optimization and evaluation.
  • Perform data cleaning, feature engineering, and exploratory data analysis.
  • Translate business requirements into technical solutions, document and communicate project progress, manage non-technical stakeholders.
  • Collaborate with other DS and engineers to deliver projects.

Skills Required : Skills :

Must have :

  • Experience in and understanding of the natural language processing (NLP) and large language model (LLM) landscape.
  • Proficiency with Python for data analysis, supervised & unsupervised learning ML tasks.
  • Ability to translate complex machine learning problem statements into specific deliverables and requirements.
  • Should have worked with major cloud platforms such as AWS, Azure or GCP.
  • Working knowledge of SQL and no-SQL databases.
  • Ability to create data and ML pipelines for more efficient and repeatable data science projects using MLOps principles.
  • Keep abreast with new tools, algorithms and techniques in machine learning and works to implement them in the organization.
  • Strong understanding of evaluation and monitoring metrics for machine learning projects.

    • Technical Skills : Good to have :

  • Track record of getting large ML models into production
  • Experience building chatbots.
  • Experience with closed and open source LLMs.
  • Experience with frameworks and technologies like scikit-learn, BERT, langchain, autogen.
  • Certifications or courses in data science.

    • Process Skills :

  • Understanding of- Agile and Scrum- methodologies.
  • Ability to follow SDLC processes and contribute to technical documentation.

    • Behavioral Skills :

  • Self-motivated and capable of working independently with minimal management supervision.
  • Well-developed design, analytical & problem-solving skills
  • Excellent communication and interpersonal skills.
  • Excellent team player, able to work with virtual teams in several time zones.

    • Qualifications & Experience :

  • Education : Graduate degree in Computer Science, Electronic Engineering, or related discipline
  • Experience of 5+ years

    • ref : hirist.tech)

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