{"id":1571618,"url":"https://alion.io/job/eliteeye-consulting-ml-research-engineer","title":"ML Research Engineer","company":{"id":3847521,"name":"Eliteeye Consulting","domain":"eliteeyeconsulting.com","url":"https://alion.io/company/eliteeye-consulting","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":14500,"max_usd":36000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":10},"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"DeepSpeed","optional":false},{"name":"Encoder-Decoder","optional":false},{"name":"Fine-tuning","optional":false},{"name":"FSDP","optional":false},{"name":"Knowledge Distillation","optional":false},{"name":"LLM","optional":false},{"name":"Megatron-LM","optional":false},{"name":"Model Distillation","optional":false},{"name":"Pre-training","optional":false},{"name":"Self-Supervised Learning","optional":false},{"name":"Speech Recognition","optional":false},{"name":"Synthetic Data","optional":false},{"name":"Text-to-Speech","optional":false},{"name":"Tokenization","optional":false},{"name":"NLP","optional":true},{"name":"Post-training","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true}],"status":"live","first_seen_at":"2026-10-01T07:53:50Z","employer_posted_date":null,"last_verified_at":"2026-10-01T07:53:50Z","board_verified":false,"closed_at":null,"days_open":12,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":12},"description":"About the Role:\n\nYou will own a research direction (STT, TTS or speech-to-speech) end to end. That means designing new architectures, pre-training foundation models from scratch on large multilingual audio, and getting them into production, while mentoring engineers on the team.\n\nWhat you will do:\n\n- Lead one research track and set its roadmap with the CTO and product leads, tied to customer metrics (accuracy, naturalness, latency, cost per minute).\n\n- Design novel architectures and pre-train speech foundation models from scratch on large multilingual corpora (100k+ hours), including self-supervised pre-training, tokenizer and codec design, and scaling experiments. Fine-tuning and continued training are tools, not the whole job.\n\n- STT: streaming ASR with low time-to-first-token, code-switch robustness, contextual biasing for names and entities, domain adaptation for BFSI and healthcare.\n\n- TTS: expressive, low-latency streaming TTS for Indian languages; voice cloning, prosody and emotion control, pronunciation of numbers, dates and mixed-script text.\n\n- Speech-to-speech: Full-duplex conversational models built in-house: our own audio tokenizers and codecs, speech-LLM pre-training and alignment, interruption and turn-taking, end-of-utterance prediction.\n\n- Build the data strategy: sourcing, licensing, synthetic data generation, labelling quality and consent-compliant use of production audio.\n\n- Define evaluation standards and benchmarks that predict real call outcomes, and run honest comparisons against external vendors.\n\n- Make serving trade-offs with the platform team: distillation, quantisation, GPU concurrency per model, on-prem footprints.\n\n- Mentor 1 - 3 engineers; review experiment designs and code.\n\n- Publish or open-source selectively where it strengthens our position.\n\nWhat you bring:\n\n- 3 - 6 years in ML, with at least 2 - 3 years focused on speech (ASR, TTS, speaker/voice or audio-language models).\n\n- MS or PhD in CS, EE or related field, or equivalent depth shown through shipped work.\n\n- Track record of pre-training at least one speech or audio model from scratch (not only fine-tuning) that reached production or strong published results.\n\n- Deep knowledge of modern architectures: Conformer/Zipformer, RNN-T/TDT, encoder-decoder ASR, flow-matching and diffusion TTS, neural codecs (EnCodec, DAC, Mimi), speech-LLMs.\n\n- Large-scale pre-training experience: distributed training (FSDP/DeepSpeed/Megatron) on multi-node GPU clusters, 100k+ audio hours, scaling laws and compute budgeting, data loading at scale, debugging loss spikes and unstable runs.\n\n- Strong experimental design: ablations, significance, avoiding test-set leakage.\n\n- Clear written and spoken communication with engineers, product and customers.\n\nNice to have:\n\n- Publications at Interspeech, ICASSP, ACL/EMNLP, NeurIPS or similar.\n\n- Experience with Indic languages, low-resource languages or code-switching.\n\n- Built streaming or real-time speech systems with strict latency SLAs.\n\n- Experience with RL or preference tuning for speech (e.g. naturalness rewards) or LLM post-training.\n\n- Contributions to open-source speech toolkits.\n\nWhat success looks like in 12 months :\n\n- Your track has shipped a model pre-trained from scratch by Blue Machines that beats the vendor it replaces on our benchmark and reduces cost or latency.\n\n- A clear, reproducible training and evaluation stack for your area.\n\n- Engineers you mentor are running experiments independently.\nSkills\nMachine Learning, Speech Recognition, Python, Deep Learning, NLP, PyTorch, Audio Streaming","description_format":"text","description_chars":3580,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-01T08:00:00Z"}],"visa":[],"liveness":{"score":57,"band":"ok","label":"Likely open","p_open":1,"p_active":0.755,"p_room":0.75,"age_days":11,"expected_fill_days":16,"reasons":["seen:11","win:late","comp:junior"],"computed_at":"2026-10-13T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/eliteeye-consulting-ml-research-engineer","json_url":"https://alion.io/job/eliteeye-consulting-ml-research-engineer.json","meta":{"generated_at":"2026-10-13T16:30:54Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":35000,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-14T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":3847521},"rest":"https://alion.io/mcp/rest/get_company?id=3847521"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Feliteeye-consulting-ml-research-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Feliteeye-consulting-ml-research-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Feliteeye-consulting-ml-research-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/eliteeye-consulting-ml-research-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Feliteeye-consulting-ml-research-engineer"}]}