Dreamix

Dreamix

Dreamix is a trusted bespoke software development company specializing in Java & Oracle technologies, offering quality services for digital product development with a focus on expertise and collaboration.

Internet Software & Services
51-250
Founded 2005

Description

  • Drive the design, development, and deployment of advanced AI and GenAI systems to solve complex business challenges.
  • Partner with cross-functional teams to translate business requirements into robust technical solutions and actionable insights.
  • Lead teams of 3-5 AI/ML engineers, data engineers, and MLOps professionals.
  • Work with software developers to integrate AI and data-driven modules into larger software solutions, ensuring seamless functionality and performance.
  • Mentor and guide junior data scientists and engineers while promoting best practices in AI/ML development.
  • Conduct data analysis and model validation to ensure the robustness, reliability, and scalability of AI/ML solutions.
  • Translate complex technical concepts and results for non-technical stakeholders to support informed decision-making.
  • Participate in ad hoc pre-sales efforts to support business development initiatives.

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
  • 7-8 years of experience in data science, machine learning, AI engineering, or software development.
  • Demonstrated track record of deploying machine learning models and AI solutions in production environments.
  • In-depth knowledge of transformer-based models such as BERT.
  • Experience with LLMs, including commercial tools like Anthropic and OpenAI and non-commercial models such as Llama.
  • Knowledge of prompt-engineering techniques such as CoT, few-shot learning, and fine-tuning/PEFT.
  • Proficiency in Python and common frameworks and packages such as numpy, pandas, Scikit-learn, TensorFlow, PyTorch, Spacy, LangChain, and LlamaIndex.
  • Familiarity with cloud computing platforms, specifically AWS.
  • Hands-on experience deploying models using Docker and Kubernetes.
  • Exceptional problem-solving skills with a strategic mindset.
  • Strong leadership capabilities and excellent communication skills.
  • Experience supporting AI solutions in enterprise software environments is preferred.

Benefits

  • Flexible working hours.
  • Unlimited home office.
  • Opportunities for professional development, including certifications and training.
  • Additional benefits for academic teaching and speaking engagements.
  • Knowledge-sharing sessions with the Dreamix team.
  • Team and company-wide events.
  • Week-long summer office and winter office initiatives.
  • Additional health insurance and dental allowance.
  • Multisport card.
  • Office massages.

Interested in this position?

Apply directly on the company website

Apply Now

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