Data Science Expert

4 days ago

Hyderabad, Telangana, India 8bit Full time

About 8Bit AI:

We are a cutting-edge company empowering universal access to advanced computational technologies and artificial intelligence. With our robust suite of services, including an Accelerated Computing Cloud, Intelligent Digital Agents, and Advanced Managed AI Services, we cater to the diverse needs of our clients by driving efficiency and innovation.

Responsibilities:

We seek exceptionally skilled Senior and Lead Data Scientists to tackle challenging tasks in Computer Vision and Natural Language Processing. Ideal candidates will:

  • Apply expert knowledge of artificial intelligence, particularly in computer vision or natural language processing, to pioneer novel algorithms and applications.
  • Translate state-of-the-art AI research into sustainable software that exceeds scalability and reliability benchmarks in a production environment.
  • Continuously innovate and iterate on AI/machine learning models, utilizing advanced experiment design and data analysis techniques to meet business needs.
  • Strengthen the symbiosis between engineering and data science teams, promoting collective responsibility for project outcomes, delivery, and shared learning.
  • Deliver high-quality code and thoroughly tested machine learning models, adhering to predetermined deadlines.
  • Stay abreast of industry advancements in AI and machine learning, incorporating this knowledge into team practices and strategic planning.
  • Mentor freshers and interns.

Education and Industry Experience:

Candidates must possess a Bachelor's degree and 4 to 5 years of relevant industry experience, or a Master's degree accompanied by 2 to 4 years of industry experience. PhD freshers can also apply.

Tech Requirements:

  • Industrial experience must be in steering and executing Artificial Intelligence (AI) and Machine Learning (ML) projects, with a specialized focus on Computer Vision (CV) OR Natural Language Processing (NLP).
  • Extensive proficiency in Python programming tailored to developing and implementing machine learning algorithms and adeptness in integrating advanced software engineering techniques into AI system design.
  • Proficiency in leading deep learning frameworks including TensorFlow, PyTorch, and Keras, with an emphasis on crafting and customizing models for complex data science challenges.
  • For CV: Comprehensive skills in constructing and refining state-of-the-art deep learning models such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks, Generative Adversarial Networks (GANs), alongside experience with the latest advancements in Vision Transformers (ViTs) and General AI (GenAI) techniques for image and video analysis tasks.
  • For NLP: Demonstrated experience with the integration and application of Transformer models, Large Language Models (LLMs) such as GPT for a variety of complex NLP tasks including but not limited to text generation, sentiment analysis, machine translation, and content moderation.
  • Candidates with industry experience in both CV and NLP will be preferred.
  • Solid experience with machine learning lifecycle management tools such as MLflow or Kubeflow and proficiency in utilizing major cloud service providers' ML environments like AWS Sagemaker, Azure ML, and Google AI Platform for seamless model training and deployment.
  • Prior experience or knowledge of the utilization of Databricks for large-scale data processing and familiarity with robust ML ecosystems which supports exploratory data analysis, prototyping, and orchestrating ML pipelines.
  • An uncompromised dedication to crafting high-quality engineering documentation, emphasizing clear and concise descriptions, reproducible results, and maintaining excellence in technical reporting and code documentation.

Other Skills:

This position involves interaction with customers to some extent so excellent command over written and verbal communication in English is expected, with a proven capacity to effectively articulate technical concepts to a diverse range of stakeholders and team members.

Demonstrated ability to excel in a collaborative setting, showcasing a history of successfully partnering with cross-disciplinary teams to drive project milestones and innovation.

Exceptional strategic thinking and problem-solving skills, paired with a proven ability to navigate complex projects both autonomously and as part of a team, consistently meeting and exceeding tight deadlines.

We offer a competitive salary of $120,000 per year and benefits package along with a creative workspace that encourages innovation and professional growth.

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