Job description
Dreаmix was founded 18 years ago by passionate IT students, who wanted to create the dreamiest workplace where everyone is heard, works under transparent management, and lives up to their full potential. Now, many years later, we deliver software solutions for renowned companies from Germany, the UK, Switzerland, and Silicon Valley. Dreamix provides quality software services and products for top enterprises around the world through Java and Web technologies.
We believe that the employer-employee relationship must be in the form of partnership not transaction. We are committed to investing as much as possible in our employees and we expect the same from you. Culture is what makes us different as we strongly believe in striving for mastery, teamwork, knowledge sharing, proactivity, a healthy lifestyle, and personal development.
We are seeking a talented and motivated Senior AI Engineer to join our team. The person will play a key role in developing, implementing, and maintaining AI solutions that drive business value and enhance user experiences.
Responsibilities:
- Develop new ML and GenAI based solutions written in Python
- Enhance and maintain existing ML and GenAI solutions
- Work together with the technical architects, client implementation team, and infrastructure team to develop, test, and maintain the code
- Follow a fast-paced, agile process, and assist with estimation of sprint deliverables
- Ensure secure coding and best practices for testing and DevOps pipeline across an end-to-end solution
- Provide diagnostic support and issue resolutions for existing software applications
- Document and present findings to both technical and non-technical stakeholders
Requirements:
- Excellent command of the Python programming language (incl. common frameworks and packages - e.g. LangChain, LlamaIndex, ReAct, NumPy / Scipy, pandas, TensorFlow / Torch, Spacy, etc.)
- Proficiency with different LLMs - commercial (OpenAI, Claude, Amazon Titan) and non-commercial (Meta, Mistral, etc.)
- Experience with prompt engineering, output parsing, guardrails
- Knowledge of different types of embeddings and vector databases, RAG, CoT / ToT, etc.
- Ability to evaluate different models and techniques based on quantitative metrics
- Hands-on experience with AWS SageMaker
- Knowledge of different ML algorithms (XGboost, etc.), feature selection, resampling, optimization techniques
- Experience with application of ML for classification, document parsing, customer segmentation, predictive analytics
- Ability to evaluate different models and techniques based on quantitative metrics
- Excellent knowledge of SQL and/or No-SQL databases
- Experience building high-performance Python applications
- Proficiency in written and spoken English
Nice to have:
- Experience with containerization (Docker, Kubernetes) and AWS infrastructure as code (ideally, CDK)
- Understanding of concurrent programing concepts, data privacy, encryption, and secure coding best practices
- Experience with AWS SQS, Lambda and Bedrock
What you’ll get:
- A warm and supportive work environment where you can reach your full potential
- Flexible working hours that allow you to balance your work and personal life
- Unlimited home office to help you stay productive and focused
- Opportunities for professional development, including certifications and training
- Additional benefits for academic teaching and speaking engagements
- Knowledge-sharing sessions where you can learn from our Dreamix team
- Team and company-wide events that bring us together
- Amazing week long summer office and winter office initiatives
- Additional health insurance and dental allowance to ensure your well-being
- Multisport card to encourage a healthy and active lifestyle
- Office massages to help you relax and unwind
If you are interested in the opportunity, send us your CV!
Only shortlisted candidates will be contacted. The confidentiality of all applications is assured!
By applying for this job, you voluntarily agree and submit your personal information. Any personal data that you provide will be processed in strict confidentiality by Dreamix ltd. only for the purposes of selection and recruitment and will not be transferred to other data controllers unless required by law. It will be stored, processed, retrieved, and deleted in accordance with the GDPR.
