Innovecs

Senior Machine Learning Engineer

Innovecs

full-time

Posted on:

Location Type: Remote

Location: Ukraine

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Job Level

Senior

Tech Stack

AirflowAWSCassandraCloudElasticSearchMongoDBNoSQLPythonSparkSQL

About the role

  • Understand business cases to evaluate potential solutions, leveraging ML and AI to address complex challenges
  • Analyze large, complex data sets to translate them into actionable insights
  • Simplify data sets to solve a wide array of challenging problems using analytical and statistical approaches
  • Perform the preparation and preprocessing of both structured and unstructured data to ensure model accuracy and effectiveness
  • Design, develop, implement, and test both descriptive and predictive ML models, focusing on quality, accuracy, and consistency
  • Convert data into meaningful insights and present information using advanced data visualization tools and techniques
  • Deploy models into production environments and be responsible for model management (MLOps)
  • Mentor machine learning engineers and junior machine learning engineers in the AI/ML team.

Requirements

  • BSc degree in Computer Science, Data Science, Statistics, or a related field. A Master's degree is a plus
  • At least 5 years of relevant work experience in machine learning, data science, or a related field
  • Proficiency in Python and SQL/NoSQL (Cassandra, MongoDB) for quantitative analysis, modeling, and data manipulation
  • Knowledge of cloud technologies such as AWS Sage Maker and MLOps practices and tools (e.g., MLFlow, KubeFlow)
  • Knowledge of basic data structures and algorithms and OOP
  • Experience with Big Data Analytics and tools (e.g., Elasticsearch, Spark, Airflow) for data analysis and visualization
  • Familiarity with model deployment, MLOps practices, and the lifecycle of machine learning models
  • Familiarity with model and application monitoring tools (e.g., Evidently.ai, NewRelic)
  • Exceptional troubleshooting and problem-solving abilities
  • Strong analytical skills and experience working with large volumes of data
  • A strong desire to continuously learn, improve, and stay updated with the latest technologies and trends in AI/ML
  • Innovative and creative problem-solving skills, with the ability to approach challenges from multiple angles
  • Upper Intermediate English level, with excellent communication skills to effectively collaborate with both technical and non-technical teams.
Benefits
  • Flexible hours and remote-first mode
  • Competitive compensation
  • Complete Hardware/Software setup – anything you need for work
  • Open-door culture, transparent communication, and top management at a handshake distance
  • Health insurance, vacation, sick leaves, holidays, paid maternity/paternity leave
  • Access to our learning & development center: workshops, webinars, training platform, and edutainment events
  • Virtual team buildings and social activities
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learningdata sciencePythonSQLNoSQLdata analysisBig Data Analyticsdata visualizationstatistical analysisOOP
Soft Skills
problem-solvinganalytical skillstroubleshootingcommunicationmentoringinnovationcreativitycollaborationcontinuous learningadaptability