Senior Artificial Intelligence/Machine Learning Engineer

Ciklum; Polska; Remote; PLN 180,000 - 280,000; Full time

Benefits offered by this job

Luxmed premium medical package

Remote work flexibility

Udemy access

Language courses

Company-paid certifications

MyBenefit platform

Internal mobility opportunities

Job summary

Ciklum in Poland is seeking a Senior Artificial Intelligence/Machine Learning Engineer to join a cross-functional team. You will own the ML lifecycle, from problem framing to deployment and monitoring, shipping models with CI/CD and cloud platforms.

You will work on classical ML, time series, NLP, and LLM/RAG features, validate rigorously, and mentor peers. Fluent English and strong communication are essential; remote work options available.

Qualifications

• ML lifecycle ownership from framing through deployment and monitoring.
• Experience shipping models to production (≥5 years).
• Strong Python and ML stack experience (pandas, scikit-learn, PyTorch or TensorFlow).
• Proficient SQL and Spark for large datasets; MLOps with Docker and CI/CD.
• Cloud ML platforms (SageMaker, Azure ML, Vertex AI) and LLM/RAG features.

Responsibilities

• Own the ML lifecycle: framing problems, training, deployment and monitoring.
• Frame problems into ML tasks with solid business metrics and evals.
• Build models: classical ML, time series, NLP, plus LLM/RAG features.
• Evaluate rigorously with proper validation and metrics gating releases.
• Deploy and monitor: Docker, CI/CD, cloud platforms; track drift and cost.
• Collaborate: review code, mentor teammates, explain results to stakeholders.

Skills

Python

ML/DL

SQL

Spark

MLOps

Docker

CI/CD

PyTorch

TensorFlow

Cloud ML

LLMs

AI coding

English

Tools

SageMaker

Azure ML

Vertex AI

Kubeflow

MLflow

Airflow

Job description

Job Description

Ciklum is looking for a Senior Artificial Intelligence/Machine Learning Engineer to join our team full-time in Poland.

We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.

About The Role

As a Senior Artificial Intelligence/Machine Learning Engineer, become a part of a cross-functional development team engineering experiences of tomorrow.

Responsibilities

• Own the ML lifecycle: take models from problem framing through training, deployment and monitoring
• Frame problems: turn business goals into ML tasks and metrics. Use plain code where a model isn't needed
• Build models: classical ML, time series and NLP, plus LLM and RAG features where they fit
• Evaluate rigorously: sound validation, the right metrics, and evals that gate every release
• Ship and run models: deploy with Docker and CI/CD on cloud ML platforms, and monitor drift and cost
• Deliver with AI: use AI coding agents throughout, and validate their output strictly
• Collaborate: review code and experiments, mentor others and explain results to stakeholders

Requirements

• ML experience: 5+ years, with models shipped to production
• Python: pandas, scikit-learn, and PyTorch or TensorFlow
• ML fundamentals: validation, overfitting, feature selection, imbalanced data
• Data: strong SQL; Spark for large datasets
• MLOps: Docker, CI/CD, model serving and monitoring
• Cloud ML: SageMaker, Azure ML or Vertex AI
• LLMs: has shipped LLM or RAG features and written the evals for them
• AI-assisted development: uses an AI coding assistant daily and keeps its context (codebase, data schemas, standards) current
• Communication: fluent English; explains model trade-offs to non-technical people

Desirable

• Anomaly detection and forecasting
• Recommender systems or ranking
• Fine-tuning (LoRA/PEFT)
• LangGraph or MCP
• MLflow, Airflow or Kubeflow
• Terraform and Kubernetes
• LLM cost control: model routing, caching, token budgets
• AWS Certified Machine Learning Engineer - Associate or Claude Certified Developer (Anthropic)

What’s in it for you?

• Strong community: Work alongside top professionals in a friendly, open-door environment
• Growth focus: Take on large-scale projects with a global impact and expand your expertise
• Tailored learning: Boost your skills with internal events (meetups, conferences, workshops), Udemy access, language courses, and company-paid certifications
• Endless opportunities: Explore diverse domains through internal mobility, finding the best fit to gain hands-on experience with cutting-edge technologies
• Flexibility: Enjoy flexibility - full remote working possibilities
• Care: We've got you covered with company-paid premium medical package through Luxmed
• Benefits: Access the MyBenefit cafeteria platform, allowing you to choose perks that best suit your lifestyle and needs

About Us

At Ciklum, we are always exploring innovations, empowering each other to achieve more, and engineering solutions that matter. With us, you'll work with cutting-edge technologies, contribute to impactful projects, and be part of a One Team culture that values collaboration and progress.

With delivery centers in Wrocław and Gdańsk, our 300+ professionals in Poland drive forward-thinking solutions for global clients. Join a community where collaboration sparks innovation—and your impact reaches millions.

Explore, empower, engineer with Ciklum!