For a better Chat Experience, use in Portrait mode.Location: Remote/Work from Home, Organization: Emplay Inc
Experience: 2 years and above Salary: ?10 LPA - ?15 LPA
No of Positions: 2
Job Description: We are seeking a highly skilled and experienced Data Scientist to join our analytics team. The ideal candidate will have a strong background in SQL and Python, with experience in machine learning and natural language processing. This is a fantastic opportunity to work with cutting-edge technologies and innovative projects.
Key Responsibilities: Develop and implement data models and algorithms to solve complex business problems.Conduct data analysis and provide insights to support decision-making processes.Design and execute machine learning and NLP projects.Collaborate with cross-functional teams to integrate data-driven solutions into business processes.Develop REST APIs using FastAPI and manage containerized applications with Docker.Expertise in using Langchain to build and deploy LLM based applications.Knowledge of different chunking strategies, RAG techniques, Embedding models.Build and deploy applications using large language models (LLMs) like OpenAI GPT-4/Turbo/4, Anthropic, Falcon, LLama, etc.Employ NLP toolkits such as Hugging Face and spaCy to enhance language processing capabilities.Prototype and design experimental software, translating academic theories into practical applications.Required Qualifications: Technical Skills:Proficiency in SQL and Python, with extensive experience in libraries such as NumPy, Pandas, and Scikit-learn.Demonstrated exposure to machine learning and NLP projects or courses.Experience with deep learning architectures, including LSTMs, Transformers, and related technologies.Familiarity with cutting-edge deep learning-based NLP models like BERT, BART, and Sentence Transformers.Hands-on experience with LLM stack tools including LangChain and LLamaIndex.Soft Skills:Proactive with strong communication (oral and written), presentation, and interpersonal skills.Strong analytical and problem-solving skills for designing and testing custom software solutions.Ability to solve real-world problems through innovative ideas and independent research.Willingness to learn and adapt in a dynamic environment.Proficient in translating academic ideas and theoretical algorithms into production systems.Preferred Qualifications: Experience with software prototyping and designing experimental software.Proven track record of building and deploying applications using LLMs and NLP toolkits.Ability to work independently and as part of a team in a remote work environment.Good to have: Proficiency in deep learning frameworks (TensorFlow, PyTorch, JAX) and libraries like Deep Graph Library (DGL) and DGL-KE.Application Requirements: Current CTCExpected CTCNotice PeriodRelevant Years of ExperienceReason for Job ChangeLinkedIn Profile LinkApplication Process: You can apply via Emplay's Career page, Job portals or send your updated resume with the required information on Email- ****** with the Email subject line- "Candidate name- Application- Data Scientist".
Hiring Process: 3 rounds of interviews (+ assignment)Interview Platforms: Google Meet / MS TeamsIf you are a motivated Data Scientist with a passion for machine learning and NLP, we encourage you to apply and join our dynamic team.
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