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

  • Lead the design, development, and deployment of advanced AI and GenAI systems for complex business challenges.
  • Collaborate with cross-functional teams to turn business requirements into technical solutions and actionable insights.
  • Work with software developers to integrate AI and data-driven modules into larger software solutions.
  • Mentor and guide junior data scientists and engineers and promote best practices in AI/ML development.
  • Conduct data analysis and model validation to ensure solution robustness, reliability, and scalability.
  • Communicate technical concepts and results clearly to non-technical stakeholders to support decision-making.

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
  • 4-5 years of experience in data science, machine learning, AI engineering, or software development.
  • Proven track record of deploying machine learning models and AI solutions in production environments.
  • Proficiency in Python and packages/frameworks such as numpy, pandas, Scikit-learn, TensorFlow, PyTorch, Spacy, LangChain, and LlamaIndex.
  • Experience with GenAI techniques, including embeddings, vector databases, RAG, CoT/ToT, and LLMs such as Anthropic, OpenAI, and Llama.
  • Strong understanding of ML algorithms such as XGBoost, feature selection, resampling, and optimization techniques.
  • Experience applying ML for classification, document parsing, customer segmentation, and predictive analytics.
  • Hands-on experience with cloud platforms like Azure or AWS.
  • Familiarity with containerization and orchestration tools like Docker and Kubernetes.
  • Proficient in written and spoken English.

Benefits

  • Warm and supportive work environment.
  • 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, including week-long summer 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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