{"id":1233013,"url":"https://alion.io/job/cubettech-ml-engineer","title":"ML Engineer","company":{"id":2436624,"name":"CubetTech","domain":"cubettech.com","url":"https://alion.io/company/cubettech","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Keka","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"ETL/ELT","optional":false},{"name":"GCP","optional":false},{"name":"Git","optional":false},{"name":"Kubeflow","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"Weights & Biases","optional":false},{"name":"AutoGen","optional":true},{"name":"Computer Vision","optional":true},{"name":"CrewAI","optional":true},{"name":"Docker","optional":true},{"name":"FastAPI","optional":true},{"name":"Flask","optional":true},{"name":"Hadoop","optional":true},{"name":"Kubernetes","optional":true},{"name":"LangChain","optional":true},{"name":"LlamaIndex","optional":true},{"name":"LLM","optional":true},{"name":"NLP","optional":true},{"name":"Rest API","optional":true},{"name":"Spark","optional":true}],"status":"live","first_seen_at":"2026-06-15T12:43:31Z","employer_posted_date":"2026-06-15","last_verified_at":"2026-09-29T01:39:01Z","board_verified":false,"closed_at":null,"days_open":108,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":107},"description":"Job Title: ML Engineer\nJob Code: CJD1229\nExperience: 4+ years\nJob Location: Infopark, Kochi\nWhy Join Us?\nInnovative Environment: Join a forward-thinking company that encourages creativity and problem-solving. \nCareer Growth: Opportunities for professional development and career advancement. \nCollaborative Culture: Work in a team-oriented environment where your contributions are valued. \nCompetitive Compensation: Attractive salary package and performance-based incentives. \nRole Overview\nWe are seeking a skilled Machine Learning Engineer to design, build, and deploy machine learning models and systems at scale. The role involves working closely with data scientists, software engineers, and business teams to transform data into actionable insights and production-ready ML solutions.\nKey Responsibilities\nDesign, develop, and deploy scalable machine learning models and pipelines\nBuild and maintain end-to-end ML workflows (data collection, preprocessing, training, evaluation, deployment)\nCollaborate with data scientists to operationalize models into production environments\nOptimize model performance, accuracy, and latency\nImplement data validation, monitoring, and model retraining strategies\nDevelop APIs and microservices to serve ML models\nWork with large datasets using distributed systems and big data tools\nEnsure reliability, scalability, and performance of ML systems\nMaintain proper documentation and version control for models and pipelines\nDesign and implement Generative AI solutions using Large Language Models (LLMs). \nDevelop and optimize Retrieval-Augmented Generation (RAG) pipelines. \nBuild AI agents and workflow automation using modern AI frameworks.\nRequired Skills\nStrong understanding of machine learning algorithms and statistical modeling\nProficiency in Python and ML libraries (Scikit-learn, TensorFlow, PyTorch)\nExperience with data structures, algorithms, and software engineering principles\nKnowledge of data preprocessing and feature engineering techniques\nExperience with SQL and databases\nFamiliarity with cloud platforms (AWS, Azure, or GCP)\nExperience managing ML lifecycle using tools such as MLflow, Weights & Biases, Kubeflow, or similar platforms.\nExperience with CI/CD pipelines and version control (Git)\nFamiliarity with ETL/ELT workflows and data orchestration platforms.\nPreferred Skills\nExperience with big data tools (Spark, Hadoop) \nKnowledge of deep learning, NLP, or computer vision \nExperience deploying models using REST APIs or microservices frameworks (FastAPI, Flask) \nFamiliarity with containerization and orchestration tools (Docker, Kubernetes) \nExperience with LLM frameworks such as LangChain, LlamaIndex, CrewAI, AutoGen, or similar.\nExperience in model monitoring and drift detection\nSoft Skills\nExcellent communication and teamwork abilities.\nStrong problem-solving and analytical skills.\nAttention to detail and quality\nAbility to work in cross-functional teams.\nQualifications\nBachelor’s degree in Computer Science, Data Science, Artificial Intelligence, or related field.","description_format":"text","description_chars":3045,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":["Professional development"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Custom Software Development","AI Consulting & Integration"],"lifecycle":[{"event":"open","at":"2026-09-25T15:28:26Z"}],"liveness":{"score":7,"band":"cold","label":"Long shot","p_open":0.9,"p_active":0.285,"p_room":0.28,"age_days":107,"expected_fill_days":18,"reasons":["conf:52","win:tail","crowd:"],"computed_at":"2026-10-01T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/cubettech-ml-engineer","json_url":"https://alion.io/job/cubettech-ml-engineer.json","meta":{"generated_at":"2026-10-01T20:51:04Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"search","counted_by":"address","units_charged":0,"used_today":0,"day_limit":null,"remaining_today":null,"minute_limit":null,"resets_at":"2026-10-02T00:00:00Z"}}}